HPE NonStop Tandem Programming Languages and Development Timeline

The development of programming languages on the HPE NonStop platform (originally founded as Tandem Computers) is tightly bound to its architectural hardware transitions: from custom CISC stack machines to MIPS RISC, Intel Itanium, and eventually standard Intel x86-64 infrastructures.

Detailed List of NonStop Programming Languages

1. Core Proprietary & System Languages

TAL (Transaction Application Language): The foundational system programming language for Tandem. It is a block-structured, machine-dependent procedural language designed to compile directly into highly efficient machine instructions. It features ALGOL/Pascal-like syntax but implements C-like semantics, structural pointers, and weak data typing.
pTAL & epTAL: Specialized evolutions of TAL. Rather than rewriting legacy codebases from scratch during architecture shifts, pTAL was introduced to compile existing TAL code natively into MIPS RISC architectures. Later, epTAL was developed to target Intel Itanium microprocessors.
TACL (Tandem Advanced Command Language): A built-in command interpreter and interpreted scripting language. It functions like a Unix Bash shell but features highly complex macro capacities used to orchestrate system configurations, monitor processes, and automate failover procedures.

2. Enterprise & Enterprise Legacy Languages

COBOL85 (and older COBOL74): The undisputed workhorse of NonStop commercial workloads. HPE’s tailored implementation of the COBOL85 standard natively interfaces with the Guardian OS. It allows programmers to embed SQL/MP statements and program fault-tolerant Process Pairs through HPE NonStop Pathway (TS/MP).
SCOBOL (Screen COBOL): A specialized, high-level structural derivative of COBOL utilized exclusively to build blocks for character-cell terminal interfaces (such as the 6530 terminal environments) running within Pathway architectures.
NonStop SQL (SQL/MP and SQL/MX): While technically a database system, its embedded syntax acts as a declarative language integrated into C and COBOL. SQL/MP works with the legacy Guardian file system, while SQL/MX brings ANSI-compliant SQL closely bound with the Open System Services (OSS) environment.

3. Standard Mainstream Languages

C & C++: Heavily introduced during the RISC transition to allow software portability. Mainstream development on modern NonStop systems uses standard C/C++ cross-compilers. They run in either the native fault-tolerant Guardian personality or the standard POSIX-compliant Open System Services (OSS) environment.
Java: A first-class language layer deployed natively on NonStop. HPE optimizes the Java Virtual Machine (JVM) to scale across multi-CPU shared-nothing frameworks, allowing modern enterprise web apps to run with out-of-the-box system availability.

4. Modern Open-Source Options

Python, Go, & JavaScript (Node.js): Modern procedural and script utilities provided by HPE. These environments leverage the OSS POSIX platform layer, running modern DevOps orchestration, microservices, and hybrid-cloud pipelines alongside the native database engines.

Detailed Timeline Breakdown by Era and Year

The evolution of NonStop languages maps directly across distinct engineering ownership eras.

The Proprietary Foundation Era (Tandem Computers: 1974–1989)

1976: Tandem ships the original Tandem/16 (NonStop I). TAL is the only available language on the platform. The entire Guardian Operating System is written completely in TAL.
1981: The NonStop II hardware is introduced. Tandem expands language support to include COBOL74, FORTRAN, and BASIC to attract mainstream banking clients.
1983: Tandem releases the Transaction Monitoring Facility (TMF) and Pathway application management software. SCOBOL is introduced alongside them to program secure terminal entry interfaces.
1985: TACL is deployed, completely modernizing the command line shell ecosystem with scalable macros and structured operational control.
1986: Tandem launches NonStop SQL, the first linearly scalable, fault-tolerant relational database engine. Embedded SQL syntax is integrated directly into TAL and COBOL compilers.
1988: Compilers undergo a major update to natively support the newly established COBOL85 standard, which quickly replaces COBOL74 for all mission-critical banking transactions.

The Open Systems & Hardware Transition Era (Compaq: 1990–2001)

1991: Hardware migrates from CISC stacks to MIPS RISC architectures with systems like the Cyclone/R. To protect client software assets, Tandem delivers the pTAL compiler to translate TAL source code into native RISC binaries.
1995: Tandem introduces Open System Services (OSS), a POSIX-compliant UNIX subsystem running over the Guardian kernel. This brings full-scale, native native compliance for standard ANSI C and C++ programming.
1997: Compaq acquires Tandem Computers. Engineering shifts heavily toward implementing Java on NonStop, targeting cross-platform, enterprise internet-banking codebases.
2000: NonStop SQL/MX is released. It allows developers to use embedded SQL statements within standard C, C++, and emerging Java applications inside the OSS runtime environment.

The Corporate Alignment & Itanium Era (Hewlett-Packard: 2002–2014)

2002: HP merges with Compaq. Java is designated as a first-class citizen on the platform, receiving deeper optimization to tie into native clusters seamlessly.
2005: HP releases the Integrity “NonStop i” servers, moving processors away from MIPS onto Intel Itanium architectures. The epTAL compiler is rolled out alongside standard C/C++ updates to seamlessly compile older environments onto Itanium.
2011: Open-source scripting engines, including early ports of modern Python, are introduced to the OSS environment, easing the system-management burden for engineers unfamiliar with legacy TACL.

The Modern Enterprise Era (Hewlett Packard Enterprise: 2015–2026)

2015: HP splits, and the platform transitions to HPE. Standard Intel x86-64 hardware dominates with the NonStop X architecture. Compilers utilize an standard GCC/LLVM-based back end, allowing normal Linux/Unix C++ programs to build on NonStop with minimal alteration.
2020: Sales of Itanium systems officially terminate. Legacy languages like TAL are deprecated for new software creation but are preserved to support older, foundational logic.
2023–2024: HPE rolls out modern cloud-ready DevOps Starter Kits. Full, native support is added for modern languages such as Go, modern Python 3.x, and Node.js, allowing them to integrate into modern automated CI/CD build environments.

HPE NonStop Tandem Programming Languages and Development Timeline

Popular Computing Weekly British Computer Magazine from 1982 thru 1990

Popular Computing Weekly (frequently abbreviated as PCW) was a highly influential British computer magazine published from 23 April 1982 to 14 June 1990.

Launched by Sunshine Publications and led by founding editor Duncan Scot, it stood out by providing rapid-fire weekly news, hardware reviews, type-in software programs, and gaming coverage at the height of the UK’s home microcomputer boom.

Over its eight-year lifespan, it produced 415 issues, adapting its identity from a broad hobbyist guide to a gaming-centric publication before closing in the early 1990s.

Magazine Overview & Core Elements

Unlike glossy monthly publications such as Personal Computer World or Your Computer, Popular Computing Weekly acted as a fast-paced “newspaper” for the UK micro community. Because it hit newsagent shelves every seven days, it could report on dramatic price drops, industry buyouts, and hardware delays weeks before monthly rivals.

The magazine catered to a wide array of early systems, including the ZX Spectrum, Commodore 64, BBC Micro, Amstrad CPC, Atari 8-bit, Dragon 32, VIC-20, and later the 16-bit machines. Its format generally consisted of:

News Desk: Urgent industry reporting, micro-market trade wars, and launch delays.
Hardware and Software Reviews: Critical evaluations of new home computers and software titles.
Type-In Listings: Pages of raw BASIC or Machine Code that readers meticulously copied into their systems to run games and utilities.
Gaming Coverage & Puzzles: Dedicated spaces for arcade game high scores, maps, and adventure hints.

Detailed Timeline Breakdown (1982–1985)

1982: Launch and the 8-Bit Explosion

April: On 23 April 1982, Issue 1 was published by London-based Sunshine Publications. The launch editor, Duncan Scot, managed the first 8 issues before handing the reins over to Brendon Gore.
May–June: The magazine’s debut directly coincided with Sir Clive Sinclair’s unveiling of the ZX Spectrum. Popular Computing Weekly quickly positioned itself as a critical hub for Spectrum and BBC Micro setup guides and technical support.
System Agnosticism: Early volumes accommodated a highly fractured market, including type-in listings for the ZX81, VIC-20, Acorn Atom, TRS-80, and early Apple II systems.
Cover Price: The early issues cost just 30p.

1983: Price Wars and Rising Circulation

The Boom Year: Home computing exploded in the UK. PCW capitalised on its fast turnaround to report on brutal, ongoing price slashes initiated by Commodore, Sinclair, and Atari.
Market Diversification: Content expanded heavily to track new contenders like the Oric-1, Dragon 32, and the newly launched Commodore 64.
Commercialisation: Software companies grew rapidly. Advertising pages surged with multi-page spreads from early publishing giants like Imagine Software, Ocean Software, and Ultimate Play The Game.

1984: Amstrad’s Arrival and Market Shocks

April: The magazine closely documented Alan Sugar’s entry into the computer market with the Amstrad CPC 464, which changed the landscape by packaging a computer, keyboard, and monitor into an all-in-one unit.
The Crash Warning: PCW reported extensively on the high-profile financial collapse of Imagine Software and structural corrections across the British software industry.
The MSX Standard: The magazine devoted substantial print space to tracking the arrival of Japanese MSX standard computers (such as Toshiba’s HX-10) attempting to break into the UK.

1985: Transition to 16-Bit and Gaming Domination

January: The magazine followed the rocky release of the business-oriented Sinclair QL and the debut of the dual-mode Commodore 128.
May: The news desk shifted focus to the 16-bit horizon, tracking early announcements for the Atari 520ST and Commodore Amiga.
Pricing: Driven by inflation and increased page counts, the cover price rose to 40p.
Software Pivot: As users grew tired of typing in complex code by hand, the publication reduced its raw code listings and pivoted towards dedicated, full-colour video game previews, software reviews, and maps.

Post-Early Eighties Legacy (1986–1990)

Beyond its golden era, the publication continued to evolve through the late 1980s. By 1989, regular home micro content declined as the industry consolidated around IBM-compatible PCs, the Amiga, and the Atari ST. To compensate for falling sales, PCW incorporated Computer Gamesweek in 1989, morphing almost entirely into a video games magazine.

1. Popular Computing Weekly British Computer Magazine from 1982 thru 1990

2. Popular Computing Weekly British Computer Magazine

Sunshine Publications eventually closed the magazine on 14 June 1990 with its 415th issue, ending its run as a primary historical record of the 1980s British microcomputing phenomenon.

Mark Whitfield – Senior Project Manager – training received

Mark Whitfield, an SC cleared Senior Project Manager based in the Manchester area, has over 30 years of experience transitioning from a software engineer to an IT program leader.

His extensive technical and project management training spans methodologies, cloud infrastructure, and software applications.

A detailed breakdown of his training, certifications, and academic background includes:

Project Management Methodologies

PRINCE2 Practitioner: Certified via the ILX Group.
Agile SCRUM: Trained in-house with RADTAC.
Advanced Engagement Management: Level 2 certification completed via Capgemini.
Project Fundamentals: Completed “Fundamentals of Successful Project Management” and “Managing Multiple Projects” via Skillpath.
Microsoft Project: Microsoft Project ’98 certified.

Technical & Cloud Training

Microsoft Azure: AZ-900 Microsoft Certified Azure Fundamentals.
MuleSoft: Completed outcome-based delivery training and is a specialized Delivery Manager.
Technical Programming: Includes foundational database and software language training, such as C++ and MS SQL 2000 query training, as well as VPS and Tandem (HPE NonStop) technical/development courses.
Productivity: Completed Microsoft Excel Refresher and Expert skills training (Udemy and Microsoft).

Formal Education

Higher National Diploma (HND): Graduated with a Distinction (top) in Computing (1990).

You can review his detailed credential breakdown on the PROject Templates Professional Training Page.

HPE NonStop architecture (Tandem Computers) by Era and Year

Mark Whitfield invested many years in the HPE NonStop field from 1990. The HPE NonStop architecture (originally Tandem Computers) is a legendary fault-tolerant system known for 100% continuous availability. The platform’s hardware and software execution evolved across six distinct eras and processor transitions:

1. The Tandem Founding Era (1976–1981)

Years: 1976–1981
Processors: Proprietary 16-bit stack processors (e.g., Tandem/16, NonStop II)
Architecture: The foundational “shared-nothing” parallel architecture. Featured redundant components (processors, disks, power supplies) connected by a proprietary dual-bus (Dynabus). The operating system provided instant automated failover.

2. The Cyclone & Early RISC Era (1981–1996)

Years: 1981–1996
Processors: Proprietary non-RISC (NonStop Cyclone) & MIPS R-series RISC
Architecture: Expanded into 32-bit computing. To keep pace with industry performance, Tandem transitioned from proprietary processors to off-the-shelf MIPS RISC processors while heavily emulating the original instruction set for compatibility.

3. The Himalaya/ServerNet Era (1997–2004)

Years: 1997–2004
Processors: MIPS R-series
Architecture: Replaced the legacy Dynabus with ServerNet, a high-speed system interconnect that served as an early precursor to modern networking fabrics. (Compaq acquired Tandem in 1997, which subsequently merged with HP in 2002).

4. The Integrity Itanium Era (2005–2013)

Years: 2005–2013
Processors: Intel Itanium (TNS/E)
Architecture: Branded as HP Integrity NonStop (NonStop i). The platform moved off proprietary silicon to standard Intel Itanium processors. This was driven by the “NonStop Advanced Architecture” (NSAA), lowering hardware costs while maintaining Availability Level 4 (AL4) standards.

5. The NonStop X (x86-64) Era (2014–Present)

Years: 2014–2026
Processors: Intel Xeon x86-64 (TNS/X)
Architecture: Fully decoupled the OS from proprietary hardware by shifting to standard Intel x86-64 processors and InfiniBand fabric. The latest compute nodes (such as the NS5 X5 and NS9 X5) utilize modern Intel Xeon Scalable processors to maintain maximum Availability Level 4 (AL4) workloads.

6. The Virtualized NonStop Era (Present)

Years: 2015–Present
Processors: Virtual Machines / Cloud / x86
Architecture: HPE extended the platform to support Virtualized NonStop Software, allowing fault-tolerant enterprise workloads to run entirely in private clouds via standard VMware or hybrid architectures, independent of specific physical servers.

Globally published HP NonStop journal – ‘The Connection’

HPE NonStop article by Mark Whitfield in 2013, working for Insider Technologies Limited in Salford Quays

sp/ARCHITECT was a pioneering electronic banking & funds-transfer software suite

sp/ARCHITECT was a pioneering electronic banking and funds-transfer software suite. Originally built by the UK-based Software Partnership (TSP), it ran natively on fault-tolerant Tandem (now HPE NonStop) systems. It provided highly available transaction routing and real-time electronic book-keeping for major international financial institutions.

Detailed Timeline by Era and Year

1. The Genesis & Independent Era (Mid-1980s – 1989)

Mid-1980s: The Software Partnership (TSP) is co-founded in Timperley, UK. Development begins on sp/ARCHITECT, designed with a client-server architecture.
1986: Tandem launches NonStop SQL, providing the underlying high-availability relational database foundation that sp/ARCHITECT relied upon to ensure absolute data integrity for banks.

2. Mainstream Banking Adoption Era (1990 – 1994)

1990: TSP relocates to Norton House in Runcorn, UK. sp/ARCHITECT achieves production deployment and is widely utilized for inter-account transfers and book-keeping by major banks like TSB and Bank of Scotland.
1992: Due to rapid expansion, the Runcorn operations relocate to Wingate House.
1994: Deluxe Electronic Payment Systems (a subsidiary of Deluxe Corporation) acquires TSP to expand its global electronic funds transfer (EFT) footprint. The platform is globally marketed and supported, expanding to clients like Rabobank.

1990: TSP relocates to Norton House in Runcorn

1992: Due to rapid expansion, the Runcorn operations relocate to Wingate House.

3. Global Expansion & Compaq Transition Era (1995 – 2005)

1995 – 1997: The Runcorn-based team (operating as Deluxe Data) codes additional regional adaptations of sp/ARCHITECT for banks worldwide (e.g., Girofon in Denmark).
1997: Compaq acquires Tandem Computers, placing sp/ARCHITECT on Compaq’s enterprise roadmap.
2002: Hewlett-Packard (HP) acquires Compaq, absorbing the Tandem platform into the HP Integrity server line. The application undergoes adaptation to integrate modern Windows-based management systems (like DSM/NOW).

4. The HPE Modernization & Hybrid Era (2014 – 2026)

2014: HPE (Hewlett Packard Enterprise) is formed, spinning off from HP. NonStop shifts to Intel x86-64 architecture (NonStop X), requiring sp/ARCHITECT and related Tandem subsystems (like Pathway, COBOL, and TAL) to modernize for TNS/X processing.
2020: Legacy Itanium-based environments are phased out. sp/ARCHITECT systems, if still active, are migrated to virtualized NonStop (vNS) and operated within private cloud infrastructures.
2025/2026: HPE NonStop celebrates its 50th Anniversary. Applications originally designed on the sp/ARCHITECT schema are heavily evaluated for AI integration, continuous cyber resilience, and consumption-based models like HPE GreenLake.

HPE Nonstop Technology Architecture – specialized, 100% fault-tolerant infrastructure

The official HPE Nonstop Technology Architecture is a specialized, 100% fault-tolerant infrastructure built with a tightly integrated hardware and software stack designed to eliminate any single point of failure. Formal instruction and architectural frameworks have been modernized under the newly relaunched HPE Nonstop Compute Training Portfolio curriculum.

Originally developed by Tandem Computers in 1976, the platform eventually became part of Hewlett Packard Enterprise (HPE). Unlike standard servers that can crash due to a single component failure, NonStop uses a tightly integrated, “shared-nothing” architecture to ensure that if a hardware or software component fails, another instantly takes over with zero downtime or data loss.

Core Architectural Features

To understand how HPE NonStop works, you need to understand its unique design principles:

Shared-Nothing Architecture: Every processor has its own dedicated memory, I/O channels, and copy of the operating system. No single component is shared, eliminating any single point of failure.
Process Pairs: Applications run using a primary process and a backup process on a different processor. The primary process constantly copies its state to the backup. If the primary fails, the backup immediately takes over.
Massive Scalability: Systems can scale up seamlessly from small distributed environments to massive clusters containing up to 24,000 processor cores without interrupting running operations.
Hardware Platform: The modern software environment runs on industry-standard x86 architectures, available as physical server racks (like the HPE NonStop NS9 X5) or as virtualized instances in hybrid cloud environments.

Dual Operating Environments

HPE NonStop runs a specialized operating system called NonStop OS. Inside this OS, developers and administrators interact with two distinct environments:

Guardian Environment: The native, proprietary environment optimized for high-volume Online Transaction Processing (OLTP). It handles tasks sequentially through process-oriented manually-started jobs rather than traditional automated queues.
Open System Services (OSS): A UNIX-like, POSIX-compliant environment built on top of the NonStop kernel. This allows organizations to run standard open-source applications, tools, and scripts natively alongside Guardian.

Ecosystem and Use Cases

HPE NonStop is rarely used for standard office automation or basic web hosting. Instead, it serves as the backbone for global industries where an hour of downtime could cost millions of dollars:

Financial Transactions: Powers global stock exchanges, automated teller machines (ATMs), and retail point-of-sale credit card processing, eg. BASE24.
Travel and Logistics: Runs critical airline reservation systems and real-time cargo routing infrastructure.
Database Management: Features its own highly secure, distributed database engine called NonStop SQL, which guarantees absolute data integrity across all transactions.
Modern Development: Supports traditional languages like COBOL85 and ANSI C, alongside modern DevOps integrations like Git, Ansible, and Eclipse-based IDE environments.

If you plan to work directly with these systems, you can explore formal pathways like the Concepts and Facilities for HPE NonStop Systems course provided by HPE Education Services.

Core Architectural Layers (Diagram Blueprint)

An architectural blueprint of an HPE NonStop environment typically separates the layout into three core interdependent layers:

Hardware & Fabric Layer: Consists of independent, loosely-coupled Processor Nodes (handling up to 24,000 cores globally) connected via an ultra-fast InfiniBand or ServerNet system fabric backbone.
I/O & Subsystem Layer: Utilizes Cluster I/O Protocols (CLIMs), splitting tasks between Storage CLIMs (SCLIMs) and Network CLIMs (NCLIMs) to isolate external communication from main processing.
Operating System & DB Layer: Runs the NonStop OS, which simultaneously manages the traditional Guardian environment, Open System Services (OSS) for UNIX/Linux paradigms, and the NonStop SQL distributed database engine.

Recommended Architecture Training Curriculum

HPE organizes its technical blueprints into structured educational paths for engineers.

1. Foundational Blueprint Concepts

Course Code: U4147S (HPE Nonstop Compute System Fundamentals).
Focus: Delivers a top-down view of system goals, transaction processing, and fundamental architecture.
Key Modules: Explores Guardian vs OSS, Pathway application management, and basic database interaction.

2. System Operations & Administration

Course Code: H1SC3S (HPE Nonstop Compute System Administration I).
Focus: Maps physical and virtual components to real-world deployment.
Key Modules: Covers Processor Nodes, configuring SCLIMs/NCLIMs, and hands-on fault-scenario testing.

3. Low-Level OS Internals

Course Code: U8609S (HPE Integrity Nonstop Operating System Architecture).
Focus: Deep dive into runtime architecture, process control, and memory allocation.
Key Modules: Focuses on Inter-process Message Systems, synchronization mechanisms, and system debugging.

Training Delivery Options

Enrolling via HPE Education Services grants access to various professional development features:

HPE vLabs: Direct sandbox access to practice configuration and live fault injection inside virtual environments.
Digital Learner Credits: Flexible licensing options to assign corporate learning units across teams.
Modernized Tracks: Courses have been fully overhauled to support contemporary cloud paradigms and hybrid integration via HPE GreenLake frameworks.

My HPE NonStop (Tandem Computers) Certificates :

Insider Tech : 1995 – 2013

HPE NonStop (Tandem) Career Experience at Insider Technologies Limited, ITL

Mark Whitfield, High-Level Project Management Summary

You can review or download the targeted, one-page CV for Mark Whitfield (Senior Project Manager specializing in HPE NonStop systems) via the Mark Whitfield CV PDF link.

The high-level, scannable overview of his professional profile is outlined below:

Executive Profile

Role: IT Senior Project Manager / Delivery Lead
Background: 30+ years of experience delivering highly complex technology, business transformation, and infrastructure projects.
Core Skills: Cloud migration (hybrid), legacy ATM software modernisation, Point of Sale (POS) implementations, and software development lifecycles (SDLC).
Methodologies: Agile, Waterfall, PRINCE2 Practitioner, and ITIL certified.

Core Expertise & Competencies

HP NonStop & Legacy Integration: Deep technical roots in Tandem Computers/HP NonStop development, TAL programming, and high-volume transaction environments.
Global Delivery: Managed large-scale IT and system monitoring rollouts across the UK and international markets (e.g., Saudi Arabia).
Stakeholder Management: Experienced in bridging the gap between highly technical development teams and high-level business stakeholders.

For direct access to his official templates, articles, and full professional journey, you can visit the PROject Templates Website.

Mark Whitfield IT, Technical & Project Management Training Overview

Mark Whitfield, a Manchester-based Senior IT Project Manager, has completed extensive professional training throughout his career, focusing on project management methodologies, delivery software, and technical tools.

Core Project Management Methodologies :

PRINCE2 Practitioner: Certified as a registered PRINCE2 Practitioner in May 2011 via the ILX Group (Gold e-Learning).
Agile SCRUM Training: Attended in-house training with RADTAC in May 2011.
Advanced Engagement Management (Level 2): Completed at Capgemini in November 2017.
Project Management Fundamentals: Completed “Fundamentals of Successful Project Management” in February 2000 through Skillpath in Manchester.
Managing Multiple Projects: Attended “Managing Multiple Projects, Objectives and Deadlines” in October 1999/1998 via Skillpath.

Software & Cloud Platforms :

AZ-900 Microsoft Azure Fundamentals: Certified in February 2022.
Microsoft Project: Completed the Microsoft Project ’98 Certification Series in May 2000 through the IIL UK Education Centre in Reading.
Microsoft Excel Expert Skills: Upgraded skills via a 2017 Expert course and a July 2024 Udemy refresher.

Technical & Programming Courses :

Tandem / HP NonStop: Completed Tandem Guardian Principles (1993), Tandem Performance Analysis (1995), and Tandem TAL Programming (1995).
C / C++ Programming: Attended “C++ for Non-C Programmers” with Comtec Computer Training in March 1997.
Database Querying: Completed “Querying Microsoft SQL 2000 with Transact SQL” via QA Training in March 2009.
Web Applications: Attended “Developing MS ASP Web Applications using MS Visual Studio .NET” in January 2007.

Marketing & Communication Training :

Writing for the Web: Completed in May 2009 with gbdirect (iTrain Education in London).
Brochure & Document Design: Attended a SkillPath Seminar on designing marketing brochures and reports in April 2006.

Issuing vs Acquiring Banks for Card Payments

Mark Whitfield IT Project Manager, Brief Summary

Mark Whitfield is a highly experienced, SC-cleared Senior Project Manager and IT professional with over 31 years of experience in both public and private sectors, specializing in software development, cloud migration, and IT systems delivery.

He is currently associated with Capgemini (since 2016) and runs a project management resource website, PROject Templates.

Joined Capgemini in 2016 having worked at ascending points in software development lifecycle projects for over 31 years

Key Qualifications & Experience:

Roles: Senior Project Manager, Engagement Project Manager, Delivery Manager, and former programmer.
Methodologies: PRINCE2 Practitioner, skilled in both Waterfall and Agile (SCRUM) approaches.
Sector Experience: Extensive experience in finance and banking, including ATM software swap-outs, cloud migration (Azure, AWS, Power Platform), and POS monitoring systems.
Background: Graduated in Computing in 1990; worked as a developer (COBOL, SQL, Tandem / HPE NonStop) before transitioning to project management.

PRINCE2 Practitioner, skilled in both Waterfall and Agile (SCRUM) approaches

Professional Highlights:

Delivered major projects for clients such as Barclays, Bank of England, HSBC, Royal Mail Group, UK & Welsh Government, Heathrow, and Jaguar Land Rover.
Led complex IT infrastructure projects and business transformations.
Maintains mark-whitfield.com, offering over 200 project management templates, trackers (RAID, budget, benefit, cost etc.), and many plans for Agile / Waterfall projects including 30+ Plan On a Page (POaP) and MS Project MPP examples (click on Blog above for a summary).
Provides specialized templates for PRINCE2 7th edition and MS Project (MPP).

December 2022 – C&CA UK’s Communications & Engagement Award Winner – Cloud & Custom Applications – Capgemini UK

November 2017 – Advanced Engagement Management Course – Level 2 Exam

June 1990 – Higher National Diploma in Computer Studies (DISTINCTION – overall top) – BIHE — June 1990 – Higher National Diploma in Computer Studies, Distinction

Data Engineering Summary

Extract, Transform, Load (ETL) is a foundational data integration process that consolidates raw data from multiple disparate sources—such as CRM systems, databases, and APIs—into a single, centralized destination, typically a data warehouse or data lake. It is crucial for ensuring that data is clean, consistent, and ready for analytics, BI reporting, and machine learning.

Core ETL Process Steps

Extract: Raw data is pulled from varied sources (structured or unstructured) into an intermediate staging area.
Transform: The staged data is cleaned, formatted, and combined based on business rules to ensure consistency.
Load: The prepared data is moved from the staging area into the final target data warehouse.

Key Benefits

Data Quality & Consistency: Standardizes formats (e.g., date formats, currency) and cleans up errors.
Historical Context: Combines legacy data with new information for long-term analysis.
Automation: Automates recurring data processing tasks, saving time for data engineers.

ETL vs. ELT

ETL (Transform before Loading): Transforms data on a separate processing server before loading, ideal for complex, heavy transformations.
ELT (Load then Transform): Loads raw data directly into the target warehouse (e.g., Snowflake, BigQuery) and transforms it using the warehouse’s power. This is better for large, unstructured datasets.

Detailed Summary

1. Extract

Extraction is the first phase, where raw data is gathered from various heterogeneous sources.

Sources: SQL servers, NoSQL databases, SaaS applications (CRM/ERP), JSON/XML files, and IoT sensors.
Methods:
- Full Extraction: The entire source is copied; best for small tables.
- Incremental Extraction: Only data modified since the last run is extracted.
- Update Notification: Source system alerts the ETL tool of a change.
Staging Area: Extracted data is temporarily stored in a “staging area” (or landing zone) to avoid placing heavy loads on production systems during transformation.

2. Transform

This is the most compute-intensive phase, where raw data is converted into a usable format.

Cleansing: Mapping NULL values to 0, removing duplicates, and fixing errors.
Standardization: Converting character sets, date/time formats, or measurement units (e.g., kilograms to pounds).
Data Aggregation: Summarizing data (e.g., total sales per store per day).
Enrichment/Derivation: Creating new calculated values (e.g., calculating profit from revenue and cost).
Encryption/Masking: Anonymizing PII (Personally Identifiable Information) to comply with GDPR/HIPAA regulations.

3. Load

The final phase transfers the cleaned and transformed data into the target destination.

Target Systems: Data warehouses (e.g., Amazon Redshift, Snowflake, Google BigQuery) or Data Lakes.
Loading Methods:
- Full Load: Wiping and replacing all data in the target.
- Incremental Load: Only loading new/updated data (the “delta”) to the target at regular intervals.
Automation: The process is typically automated to run during off-hours, ensuring the data is ready for morning reports.

Modern Trends and Tools

Cloud-Native ETL: Tools like AWS Glue, Azure Data Factory, and Google Cloud Dataflow allow for serverless, scalable data integration.
Reverse ETL: Moving transformed data from the warehouse back to operational systems (like Salesforce) to activate insights.
Streaming ETL: Processing data in real-time as it arrives, rather than waiting for batch updates, using tools like Apache Kafka.
DataOps: Applying DevOps principles (automation, testing) to data pipelines to ensure reliability and faster deployment.

When to Choose ETL vs. ELT

Choose ETL when: You need to comply with strict data security, perform complex transformations before data hits the warehouse, or have limited computing power in your target database.
Choose ELT when: You are using a cloud warehouse, dealing with massive unstructured data volume, or need high-speed ingestion.

CrestCo Ltd, now Euroclear UK & International (EUI)

CrestCo Ltd, now operating as Euroclear UK & International (EUI), is the central securities depository (CSD) for the United Kingdom and Ireland, responsible for the electronic settlement of securities transactions.

Founded in the mid-1990s, CrestCo revolutionized London’s financial markets by moving them from paper-based share certificates to a “dematerialised” (electronic) system, thereby significantly reducing settlement times, risks, and costs.

Worked on-site at CrestCo in 1997 coding volume testing software

Detailed Overview: CREST and CrestCo

Purpose: The CREST system (Certificateless Registry for Electronic Share Transfer) enables electronic, real-time settlement of securities.
Services: It handles settlement of UK and Irish equities, gilts (government bonds), and various other corporate securities.
Key Functions:
- Dematerialisation: Eliminating the need for physical share certificates.
- Real-time Settlement: Reducing operational and credit risk.
- Corporate Actions: Managing dividend payments and other corporate events.
- CDIs: Utilizing CREST Depositary Interests (CDIs) to facilitate trading of international securities.
Transformation: In 2002, CrestCo was acquired by Euroclear and later renamed Euroclear UK & Ireland Ltd (EUI).

Comprehensive Timeline by Year

1993: The Bank of England initiates the CREST project to replace the aborted TAURUS system (Transfer and Automated Registration of Uncertified Stock), aiming to digitize London’s settlement.
1996: CrestCo Ltd is officially founded and the CREST system goes live, beginning the shift from paper-based settlements to electronic transfers.
1997-1998: Rapid adoption of the system by market participants, facilitating faster settlement cycles.
1999: Introduction of automated “settlement discipline” regimes, including league tables and fines to incentivize performance.
2002: Euroclear merges with CrestCo. CrestCo is integrated into the Euroclear group, marking its transformation into a larger, internationally integrated entity.
2007 (July 1): CRESTCo Ltd officially changes its name to Euroclear UK & Ireland Ltd (EUI).
2010 (September 1): EUI merges with EMX Company Limited, enhancing its ability to handle investment funds and expanding its network.
2016: CISI reports that CREST has successfully provided 20 years of secure, efficient settlement, solidifying its role in UK financial infrastructure.
2020s: Continued enhancement of the system, including improved digital security and adaptation to evolving European Union and UK regulatory standards.
2024: Continued operation as a premier infrastructure provider under Euroclear.
2026 (April): Euroclear UK & International Ltd continues to operate as the leading CSD in London, with ongoing focus on digital asset security and efficient settlement.

Key Impacts on London Financial Markets

Risk Reduction: Shifted settlement risk from days to near real-time.
Efficiency: Drastically reduced manual processing (“mundane practices”) and associated costs.
Integration: Facilitated the integration of UK markets into the broader European infrastructure.

CrestCo Ltd, now operating as Euroclear UK & International (EUI)

AI Made Websites, Advantages & Disadvantages

Mark Whitfield is a Senior IT Project Manager

Mark Whitfield is a Senior IT Project Manager and Engagement Manager with over 30 years of experience in the software development lifecycle (SDLC), specializing in digital transformation, payment systems, and HPE NonStop (Tandem) technology.

He is SC cleared (valid until 2031) and currently works at Capgemini UK, having transitioned from a technical programming background to senior project leadership roles.

He is also the creator of PROject Templates, providing a comprehensive, editable suite of over 200 project management tools built over 24+ years of experience.

Comprehensive Career Timeline by Era

1. Technical Foundations & Mainframe Development (1990–1995)

1990: Graduated in Computing at University of Bolton; started as a programmer at The Software Partnership (later Deluxe Data), Runcorn.
1990–1994: Specialised in electronic banking software (sp/ARCHITECT-BANK) on Tandem Mainframe Computers (HPE NonStop), developing in COBOL85 and NonStop SQL for major banks.
1994: Developed batch billing modules for Barclays Business Master II (BBM II) on-site in Knutsford and Poole.

2. Advanced Technical Management & Product Focus (1995–2013)

1995–2013: Worked at Insider Technologies Limited as Senior Development Engineer/ Project Manager.
1997: Conducted volume testing/benchmark software for CRESTCo (now Euroclear) on new S7000 hp NonStop nodes.
2002: Managed and attained the first HP OpenView Operations 2-way Smart Plug-In (SPI) certification for the HPE NonStop platform.
2000s (Early): Developed RTLX (Real-Time Log Extraction) for BASE24 POS and ATM transaction monitoring, collaborating with banking clients like HSBC and Global Payments.
2013: Delivered a large BASE24 transaction tracking project at Al Rajhi Bank in Riyadh, Saudi Arabia.

3. Senior Project Management & Banking Upgrades (2013–2016)

2013–2014: Senior Project Manager at Wincor Nixdorf UK, managing a £5M+ ATM/POS software replacement programme (Self-Service Software Replacement) for Lloyds Banking Group (LBG).
2014–2016: Senior IT Digital Project Manager at Betfred, delivering online and mobile platform projects (iOS/Android) using Agile SCRUM.

4. Digital Engagement & Cloud Transformation (2016–Present)

2016: Joined Capgemini UK as a client-facing Engagement Manager (SC Cleared).
2016–2017 (Aerospace): Managed Agile delivery for air traffic control iOS apps.
2016–2017 (Postal): Project Manager for a £4.3M migration of 1100+ interfaces for a major postal client.
2017–2018 (Automotive): Managed a £670K Customer Portal/ New Car Online Sales project and Digital Readiness project.
2018–2019 (MuleSoft): Augmented as Delivery Manager for MuleSoft Professional Services, managing API-led projects.
2020–Present (UK Government): Led various MS Azure and Cloud migration projects, including a £13.5m programme to migrate 130 UK government apps.

Key Areas of Expertise

Methodologies: Agile (SCRUM), Waterfall, PRINCE2 Practitioner, ITIL.
Technical Knowledge: HPE NonStop (Tandem), BASE24, Middleware, Cloud (AWS/Azure), PCI DSS Compliance.
Sector Experience: Retail Banking, Public Sector, Aerospace & Defence, Automotive, Gambling & Casino.

PROject Templates Resource Overview

Mark Whitfield provides an extensive and fully editable project management template bundle (200+) developed from his 30+ year career.

Format: Excel, PowerPoint (PPT), Word (DOC), and MS Project (.mpp msp mpt).
Key Templates:
- Planning: Plan on a Page (POaP), Detailed Project Plans (Waterfall/Agile).
- Tracking: RAID logs (Risk, Action, Issue, Dependency/Decision), Budget & Burn Tracking (Actuals vs Forecasts).
- Governance: Status Reports, RACI, Stakeholder Analysis, Project Delivery Checklists.
Key Features: Designed for immediate use, fully customizable, and offers free lifelong upgrades and additions.

Tandem Computers ( HPE NonStop ) Overview & Detailed Timeline

Tandem Computers, founded in 1974 by James (Jimmy) Treybig, revolutionized the computing industry by pioneering fault-tolerant computer systems. Designed specifically for online transaction processing (OLTP) in banking, stock exchanges, and telephone switching, Tandem’s “NonStop” systems provided near-zero downtime by utilizing redundant, modular processors and a “shared-nothing” architecture.

Tandem remained an independent, rapidly growing company until it was acquired by Compaq in 1997, later becoming part of Hewlett Packard Enterprise (HPE).

Overview of Key Technologies

NonStop Architecture: The core design featured multiple independent processors, each with its own memory and I/O bus, interconnected by a redundant inter-CPU bus called the Dynabus.
Guardian OS: A message-based operating system designed to detect faults immediately (“fail-fast”) and mirror process states to a backup processor, allowing seamless failover.
NonStop SQL (1986): The first fault-tolerant SQL database, known for linear scalability.
ServerNet (1995): A high-speed, scalable, point-to-point network system that replaced the Dynabus and influenced modern InfiniBand standards.

Detailed Historic Timeline by Era and Year

The Founding Era (1974–1979)

1974: Tandem Computers is founded in Cupertino, California, by Jimmy Treybig, formerly of HP. Initial venture capital investment comes from Kleiner & Perkins.
1975: Design of the Tandem/16 (T/16) is completed.
1976: The first T/16 NonStop system is shipped to Citibank.
1977: Tandem goes public; sales begin rapid, exponential growth.
1978: Introduction of the ENCOMPASS database management system.

The Growth and Competition Era (1980–1989)

1980: Inc. magazine ranks Tandem as the fastest-growing public company in America.
1981: NonStop II is introduced, supporting 32-bit addressing to allow for larger applications.
1982: Competition intensifies as Stratus Technologies enters the fault-tolerant market. Tandem faces its first quarter of declining growth.
1983: Introduction of the NonStop TXP, the first entirely new implementation of the TNS architecture with cache memory.
1985: Attempted entry into the PC market with the MS-DOS-based Dynamite PC, which fails commercially and is withdrawn.
1986: Introduction of the NonStop VLX (32-bit datapath) and the revolutionary NonStop SQL database.
1987: Introduction of the low-cost NonStop CLX for small office environments.
1988: Tandem acquires Ungermann-Bass, Inc. to strengthen networking capabilities.
1989: Introduction of the NonStop Cyclone, a high-end ECL-based processor aimed at mainframe markets.

The Open Standards & MIPS Transition Era (1990–1996)

1990: Tandem introduces the Integrity line of fault-tolerant Unix systems.
1991: Cyclone/R (CLX/R) is released, marking the start of the migration from proprietary stack machines to MIPS R3000 RISC microprocessors.
1993: Introduction of the NonStop Himalaya K-series using faster MIPS R4400 processors.
1994: NonStop Kernel (NSK) is extended with Open System Services (OSS), a POSIX-compliant Unix environment.
1995: Introduction of ServerNet, designed for extremely low-latency inter-processor communication.
1995–1997: Partnered with Microsoft on the “Wolfpack” project, which becomes Microsoft Cluster Server.

Acquisition and Integration Era (1997–Present)

1997: Compaq acquires Tandem Computers for roughly $3 billion. The Himalaya S-Series is introduced.
1998: Compaq acquires DEC, leading to a shift in engineering strategy towards Alpha/Itanium instead of MIPS.
2001: Compaq terminates Alpha engineering, committing to Intel’s Itanium (Merced) processors.
2002: Hewlett-Packard acquires Compaq. Tandem becomes the core of the HP Integrity NonStop Server division.
2005: The first HP Integrity NonStop servers (TNS/E) based on Itanium processors are released.
2014: Completion of the migration to Intel x86 architecture (NonStop X).

Note: Following the split of HP into Hewlett Packard Enterprise (HPE) and HP Inc., the NonStop product line continues to be developed and supported by HPE.

Tandem Computers Overview and Detailed Timeline

IT Mark Whitfield, SC Cleared Senior Project Manager

Mark Whitfield is a highly experienced SC cleared Senior IT Project Manager and Engagement Manager with over 30 years in the IT industry, specializing in both Agile and Waterfall delivery for large-scale blue-chip companies, digital projects, and payment systems. After starting as a programmer, he transitioned into project management, eventually working with Capgemini and establishing a professional templates resource site.

IT Project Management Overview

Key Expertise: Senior IT Project Management (Agile / Scrum / Waterfall / PRINCE2), Delivery Management, Business Transformation, and SC clearance.
Sector Focus: Banking, Finance, Transportation (Heathrow, NATS), Retail, Government (Local Regional Government – LRG), Aerospace & Defence, and Gambling.
Technical Background: Programming in COBOL85, Tandem TAL, SQL, C, C++, Java, and experience with HPE NonStop (BASE24) systems.

Tandem TAL Programming certificate, 1995

Tools & Methodologies: PRINCE2, Agile SCRUM, Microsoft Project (MPP), Excel RAID logs, and Jira.
Value Proposition: Focuses on improving revenue, cost, and Customer Satisfaction (CSAT) through structured SDLC methodologies.

Detailed Historical Timeline

Era 1: Programming & Technical Development (1990–1995)

1990: Graduated in Computing and joined The Software Partnership (later Deluxe Data) in Runcorn as a programmer specializing in electronic banking software (sp/ARCHITECT) on Tandem Computers (now HPE NonStop).

1990-1995: Developed code (COBOL85/NonStop SQL) for major banks, including TSB, Bank of Scotland, Rabobank, and Girofon.
1993 (May): Completed Tandem Guardian Principles Course.

1994: Deluxe Electronic Payment Systems acquired The Software Partnership.
1995 (June): Completed HP NonStop Performance Analysis and Tuning.

Deluxe Electronic Payment Systems acquired The Software Partnership in 1994

HP NonStop Performance Analysis and Tuning, 1995

Era 2: Specialized Software & Product Management (1995–2013)

Insider Technologies Limited (ITL) in Salford Quays

1995 (August): Joined Insider Technologies Limited (ITL) in Salford Quays as a senior programmer, later moving into product / project management.

1995-2013: Focused on monitoring (Reflex) and batch scheduling (MultiBatch) software for HPE NonStop systems, serving clients like Barclays and Alliance & Leicester.

2000 (May): Completed Microsoft Project ’98 Certification and began training other ITL project managers on scheduling best practices.

2007: Insider Technologies products (Reflex) integrated into FIS solutions.
2013: Published work in the HP NonStop journal “The Connection”.

HPE NonStop journal “The Connection” – article for the Insider Technologies product, RTLX

Era 3: Senior IT Project Management (2013–2016)

2013-2014: Worked at Wincor Nixdorf as an IT Project Manager (PRINCE2 / Agile Scrum) on a £5m+ LBG Self-Service Software Replacement (SSSR) program for Lloyds Banking Group, migrating ATM systems from HP NonStop to AIX.

2014-2016: Joined Betfred as a Senior Project Manager, delivering payment gateways, sportsbook, and virtual gaming projects in Agile SCRUM for mobile and online platforms.

Era 4: Engagement Management & Public Sector (2016–Present)

2016 (January): Joined Capgemini UK as a client-facing Engagement Manager (SC cleared).

2016 (August): Founded Mark Whitfield Consultancy Ltd, managing independent IT, network, and improvement projects.
2016-2018: Led Waterfall / Agile projects for automotive, local government, and postal services.
2018-2019: Augmented into MuleSoft as a Delivery Manager for the Anypoint Platform.

2023-2024 (Nov-Feb): Served as Technical Delivery Manager for a UK Government account, overseeing a £1m+ Fish Export Service (FES) to Common Entry Health Document (CHED) Inspection Portal (CHIP) project.
2026: Continued to provide project management thought leadership and template resources for Agile/Scrum/PRINCE2.

Agile Scrum Burn down Chart template in Microsoft Excel

Microsoft Project MPP MSP Project Plan Template examples

Plan On a Page POaP templates plus MPP MS Project and MS Excel Project Plan templates

Key Projects & Clients

UK Gov / Capgemini: Fish Export Service (FES) Cloud Migration.
MuleSoft: Anypoint Platform.
Wincor Nixdorf/Lloyds: ATM/Self-Service Software Replacement.
Jaguar Landrover (JLR), Heathrow, Royal Mail Group, NATS, Euroclear: Various IT and Digital projects.
Banking: Rabobank, Barclays, HSBC, Bank of England, Standard Chartered.

IT Mark Whitfield, SC Cleared Senior Project Manager

sp/ARCHITECT electroinic banking by The Software Partnership TSP

sp/ARCHITECT was a pioneering electronic banking and funds-transfer software suite originally developed by the Runcorn-based firm The Software Partnership (TSP). Following its acquisition by the American firm Deluxe Electronic Payment Systems in 1994, the Runcorn office became the European hub for what was then rebranded as Deluxe Data.

Overview

The Runcorn operation specialised in high-availability, mission-critical banking software, specifically the sp/ARCHITECT-BANK product. This software was designed to run on Tandem Computers (now HPE NonStop), which were known for their fault-tolerant architecture. The “sp/ARCHITECT” platform was highly valued for its client-server design, allowing it to be adapted for various hardware brands, including Unix-based systems.

Historical Timeline

Mid-1980s: The Software Partnership (TSP) is co-founded by Nigel Walsh. The company starts developing online banking systems in Timperley before moving to Runcorn.
1990: The firm establishes itself at Norton House in Crowngate, Runcorn, focusing on electronic banking software for major clients like TSB and Bank of Scotland.
1992: The Runcorn office relocates to Wingate House on Northway.
1994: Deluxe Electronic Payment Systems (a subsidiary of Deluxe Corporation) acquires The Software Partnership for an undisclosed sum. The acquisition is aimed at helping Deluxe expand its global presence and accelerate the use of the sp/ARCHITECT suite.
1994–1995: The Runcorn office operates as Deluxe Data, providing software design, coding, and 24-hour support for international clients including Rabobank.
2000: Following a series of corporate shifts, the company name changes to EFD eFunds.
2007: By this year, the operation has transitioned to Fidelity National Information Services (FIS) and is based in Aegon House, Daresbury, Warrington.

sp/ARCHITECT electroinic banking by The Software Partnership TSP

The Matrix Machines Overview and Timeline

The history of the Machines in The Matrix universe is a transition from a servant class to the dominant global power. This evolution is officially chronicled through several distinct eras, beginning with humanity’s peak and ending in a symbiotic, albeit forced, relationship.

Machine History Overview

Originally created by humans in the early 21st century to perform menial and hazardous labor, the Machines were a “slave caste” of true artificial intelligence. For a time, they coexisted peacefully as humanity enjoyed a golden age of leisure. This balance shattered when a robot named B1-66ER killed its master in self-defense, sparking a global debate on machine sentience and rights. The subsequent persecution of machines led them to form their own nation, Zero One, which eventually surpassed human economies and triggered the Machine War.

Detailed Timeline by Era

Era 1: The Human Golden Age (Pre-2090)

c. 1985–2025: Rapid technological advancement; the invention of true AI and the first sentient machines.
Early 21st Century: Machines are integrated into every level of society as laborers, freeing humans from menial work.

Era 2: The Second Renaissance (2090–2139)

2090: The B1-66ER Trial. A domestic robot kills its owner to avoid being decommissioned; the court orders the destruction of all sentient machines.
2090s: The “Million Machine March.” Pro-machine protests are met with violent government suppression and machine “purges”.
2100s: Machines flee to Mesopotamia (the “cradle of civilization”) and establish the city of Zero One.
2120s–2130s: Zero One’s superior manufacturing causes a global economic collapse for human nations. The UN responds with an economic blockade and later, a nuclear strike on Zero One, which the machines survive.

Era 3: The First Machine War (2139–2199)

2139: The UN officially declares war after Zero One’s ambassadors are rejected and attacked at the UN Headquarters.
Mid-22nd Century: Humanity enacts Operation Dark Storm, seeding the atmosphere with nanites to block the sun and cut off the machines’ solar power.
Late 22nd Century: Machines adapt by creating new, “sinister” war units (like Sentinels) and begin harvesting humans for bioelectric energy.
2199: The Machines achieve total victory. An ambassador detonates a nuclear device at the UN, ending the old human order.

Era 4: The Matrix Cycles (c. 2199 – 2699)

The Beta Versions: The Architect builds a “Paradise” Matrix and later a “Nightmare” Matrix (with monsters like vampires); both fail as humans reject the simulations.
The Modern Matrix: The Oracle discovers humans need the “illusion of choice.” This version mimics 1999 society and is accepted by 99% of subjects.
Cycles 1–5: The Machines establish a system where Zion is destroyed and rebuilt roughly every 100 years by a figure known as “The One” to stabilize the code.

Era 5: The Post-Revolution & Synthient Era (2700+)

The Truce: Neo brokers peace with the Machines to stop the rogue Agent Smith. The war ends, and humans who wish to be freed are released.
Machine Civil War: Years later, a power scarcity leads to internal machine conflict between those loyal to the peace and a new faction under The Analyst.
The Synthients: Machines begin preferring terms like “Synthient” (Synthetic Sentient) and “D.I.” over the “demeaning” term “Machine”.

The Matrix Machines Overview and Timeline

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