AI adoption & governance guides
Practical UK reads on shadow AI, ChatGPT Business rollout, enterprise adoption, and compliance—written for IT leaders who need clear next steps.
ChatGPT Business guides
Planning a secure ChatGPT Business rollout?
Start with the hub, then compare value, rollout, governance, and shadow AI risk before choosing seats.
Latest articles
AI in finance | practical use cases
Practical AI use cases for UK finance teams: reporting, forecasting support, reconciliation, commentary and controls, with human review and auditability.
AI tools for small business | buyer guide
A practical UK SME guide to choosing AI tools by business problem, risk, integration and measurable value — with a simple route from pilot to rollout.
ChatGPT Business vs Claude | Team guide
Compare ChatGPT Business and Claude Team for UK organisations across governance, team controls, workflow fit, rollout, pricing approach, adoption and value.
Business AI assistants | UK buyer guide
Compare ChatGPT Business, Microsoft 365 Copilot, Claude and Gemini for UK teams by workflow fit, governance, integrations, rollout, adoption and total value.
ChatGPT Enterprise vs Claude | Buyer guide
Compare ChatGPT Enterprise and Claude Enterprise for UK organisations across governance, security, admin controls, workflow fit, rollout and procurement.
ChatGPT Enterprise vs Copilot | Buyer guide
Compare ChatGPT Enterprise with Microsoft 365 Copilot for UK organisations: governance, data controls, workplace integration, rollout, support and buyer fit.
OfficeMaker vs Encodian Flowr | Compare
Compare OfficeMaker and Encodian Flowr for document automation, Microsoft 365 workflows, AI-assisted Office generation, integration, governance and deployment.
OfficeMaker vs Power Automate | Compare
Compare OfficeMaker with Microsoft Power Automate and AI Builder for document workflows, Office file generation, automation, integration and AI delivery.
OfficeMaker vs Plumsail | Compare
Compare OfficeMaker and Plumsail Documents for template automation, Office file generation, workflow integration, AI-assisted document creation and deployment.
AI consultancies for SMEs | UK guide
Compare UK AI consultancy options for SMEs, from specialist implementation partners to larger transformation firms, by cost model, delivery style and buyer fit.
AI governance consultancies | UK guide
Compare UK AI governance consultancy options including AI Build, specialist governance firms and standards-led providers by fit, delivery model and controls.
Construction AI UK | Buyer comparison
Compare UK construction AI options including implementation partners, platform software and Microsoft-led approaches by workflow fit, deployment and buyer need.
AI token strategy | plan AI capacity
Plan your AI token strategy: measure usage, forecast agent demand, cut waste and secure the right mix of cloud, private and owned inference capacity now.
AI Maturity Benchmark Methodology
How AI Build measures governed AI maturity across UK organisations: six dimensions, a 30-assessment publication threshold, evidence, methodology and limits.
ChatGPT Business Rollout Benchmark
How AI Build measures ChatGPT Business rollout timelines, adoption and governance outcomes for UK organisations, with a 12-engagement publication threshold.
AI Agent Consulting Partner Blueprint
A practical blueprint for consulting firms and SIs to deliver AI agent programmes while AI Build supplies enabling platform technology and governance.
Corporate Memory for AI
How permission-aware corporate memory helps AI use private Domino, Notes, SharePoint and Office knowledge instead of relying only on public model training.
Domino as an AI Agent Platform
How AI Build implements HCL Domino as an AI agent layer using Domino IDs, ACL-bound NSF access, mail, calendar, tasks, agents and MCP reach.
Enterprise AI Agent Platform
How AI Build combines LLM reasoning, Domino agents, MCP execution, OfficeMaker intelligence and persistent memory into governed enterprise agent workflows.
Enterprise AI Token Economics
How enterprises reduce AI token cost with deterministic search, Word section retrieval, SharePoint filtering and Excel selection before LLM reasoning.
Weekly AI briefing: ChatGPT Work data
This week's briefing covers OpenAI's ChatGPT Work Data agent, Anthropic customer-held safeguards, shadow AI and Windows identity for UK SMEs.
Intelligent Data and Model Selection
See how OfficeMaker filters large spreadsheets before using language models, cutting routine input cost and reserving frontier AI for real exceptions.
What is OfficeMaker by AI Build
OfficeMaker is AI Build Group’s governed Word, Excel and PowerPoint automation. Who provides it, how it differs from Copilot, and when to evaluate it.
AI Build at Business Show London 2026
AI Build Group exhibits at The Business Show London, 11–12 November 2026, ExCeL stand B501: ChatGPT Business rollout and OpenAI partner pricing for UK SMEs.
What this week’s AI releases mean for UK SM
A practical round-up of eight AI developments from OpenAI, Microsoft and AWS, with implications for UK SMEs on data retention, agents, security, cost and governance.
Weekly AI briefing: payments & security
Weekly AI Build briefing for UK SMEs covering agent payments, secure multi-tenant AI systems, contract search, coding tools and practical security lessons.
Weekly AI briefing: governed AI agents
This week's AI briefing covers data retention, customer-service agents, data access, governance, RAG cost control and cross-region inference for UK SMEs.
AI Build UK SME Shadow AI Signals
AI Build Group’s August 2026 note on UK SME AI maturity and shadow AI risk: method, cited public benchmarks, and how we measure governed adoption.
How We Built Job Matches
How AI Build Group created and deployed Job Matches: a live UK CV-led job matching product, built with Claude and shipped on AWS with OfficeMaker packs.
AI visibility gap is a business risk
Nearly half of large organisations lack full employee AI visibility. See why that gap creates cyber, governance and operational risk—and practical steps to fix it.
Embedded AI and Central AI Assistants
Embedded AI and central assistants solve different business problems. Learn when to use each—and why a two-layer MCP architecture needs both.
ChatGPT Business Training UK
Practical ChatGPT Business training for UK teams: safe use, data boundaries, verification, human review and role-based workflows with AI Build.
ChatGPT Business Shared Workspace UK
Use a ChatGPT Business shared workspace for central billing, admin, company context and safer UK team adoption. Get partner pricing and setup support.
Move ChatGPT Plus Users to ChatGPT Business
Move ChatGPT Plus users to ChatGPT Business safely: plan seats, choose keep-or-merge, handle billing, protect important data and train UK teams.
AI-Embedded Company: AI Operating Model
An AI-embedded company puts governed AI inside everyday workflows. Learn the six capabilities of an AI operating model and move beyond isolated tools.
I Make Myself Redundant Weekly
Use AI workflow automation to remove one recurring task each week, retain human judgement and reinvest released capacity in higher-value work.
How AI Moves Employees Up the Value Chain
AI workforce transformation should redesign tasks so employees spend more time on judgement, relationships, improvement and creation. Here is a practical route.
Shadow AI Policy Template UK
Free UK shadow AI policy template: ICO-aligned clauses on tool tiers, data classification, DPIAs and intake. Pair it with AI governance consulting to tailor it.
ChatGPT Business procurement | UK guide
Procure ChatGPT Business in the UK with a clear business case, security review, partner route, rollout criteria, governance and Enterprise decision points.
ChatGPT Business vs Copilot | UK guide
Compare ChatGPT Business and Microsoft Copilot for UK teams: governance, M365 integration, pricing approach, rollout, security controls, adoption and buyer fit.
ChatGPT Business GDPR Guide UK
Practical UK GDPR guidance for ChatGPT Business: ownership, lawful use, data boundaries, DPIA decisions and human review, with partner rollout support.
OpenAI SMB Channel Partner UK | ChatGPT
OpenAI SMB Channel Partner UK: what the programme means, how UK SMEs buy ChatGPT Business through AI Build, and what setup, pricing and governance include.
ChatGPT Business Admin Controls UK
ChatGPT Business admin controls for UK teams: manage workspace members, billing and governance. Get partner pricing and qualifying setup support.
ChatGPT Business Central Billing UK
Replace scattered personal AI subscriptions with central ChatGPT Business billing, managed seats and partner pricing for eligible UK organisations.
Connect ChatGPT to Company Tools
Connect ChatGPT Business to company tools with clear permissions, data boundaries and human review. UK partner pricing and rollout support available.
Advanced ChatGPT Tools for Business Teams
Use advanced ChatGPT Business capabilities on real team tasks—analysis, planning, and drafting—with repeatable methods and review gates.
ChatGPT Business for Sales Teams UK
ChatGPT Business for UK sales teams—account research, call prep, follow-up standards, and pipeline admin inside a governed workspace.
ChatGPT Business for Operations Teams
ChatGPT Business for operations—turn shift notes, exceptions, and procedure updates into clearer working documents with defined review rules.
ChatGPT Business Value for UK SMEs
Assess ChatGPT Business UK value across cost drivers, partner pricing routes, central billing, governance, adoption and workflow ROI—not seats alone for SMEs.
Calculate ChatGPT Business ROI for SMEs
Estimate ChatGPT Business ROI from named workflows, hours saved, risk reduction, adoption evidence and pricing assumptions finance can challenge.
ChatGPT Business Free Seat Offer UK
Use a ChatGPT Business free seat or offer code to test real UK workflows, data rules, adoption support and cost evidence before wider rollout with AI Build Group.
True Cost of ChatGPT Business Rollout
ChatGPT Business cost is more than the subscription—budget onboarding, governance, communications, and adoption support for a UK rollout that sticks.
Boost Team Productivity with ChatGPT Business
Use ChatGPT Business for repeatable team workflows—drafting, summarising, and first-pass review—with governance built in from day one.
ChatGPT Business Security Value for SMEs
Security value from ChatGPT Business—fewer personal accounts, clearer data rules, and answers customers and insurers expect about AI supervision.
ChatGPT Business Rollout UK
Plan a governed ChatGPT Business rollout in the UK: partner pricing, workspace setup, pilot workflows, training and measurable 30-day adoption.
Free AI consulting with ChatGPT Business: guided setup for safer adoption
Learn about our free AI consulting service with ChatGPT Business, designed to guide safer adoption of AI technologies.
Shadow AI: Your Business Already Adopted AI—You Just Don’t Know It
Your team may already be using AI through personal accounts. See the risk, the leadership test, and the ChatGPT Business route back to control.
Control AI, Don’t Ban It
Banning AI pushes use underground. Give teams approved workspaces, red lines and governance support so adoption becomes visible, safe and useful for UK leaders.
Shadow AI Compliance Risks
Shadow AI can expose UK teams to identity, DLP, retention and audit gaps. Learn practical controls, workspace rules and when to use AI governance consulting.
AI Governance Playbook for IT
An IT leader’s AI governance playbook for replacing shadow AI with visible workspaces, practical controls, adoption metrics and board-ready risk evidence.
ChatGPT Business vs Consumer AI in the Workplace: What Changes for Leadership
Explore the differences between ChatGPT Business and consumer AI in the workplace, and understand the implications for leadership.
OfficeMaker vs Python: Token Efficiency
Ballpark comparison: structured OfficeMaker document calls versus PptxGenJS, bash, and slide-image QA loops, and why visual verification dominates token cost.
The Future of Digital Twins in Construction: A 10-Year Outlook
This article discusses the future of digital twins in construction over the next decade, highlighting innovations and opportunities.
Enterprise AI adoption | Scaling guide
Move enterprise AI beyond pilots with clear ownership, governance, workflow selection, measurement, change management and a practical route to scaled adoption.
AI Governance for FTSE-100 Organizations
This article discusses AI governance for FTSE-100 organizations, outlining best practices and frameworks for responsible AI use.
Automation in Construction: Reducing Costs Through AI
Discover how automation in construction can reduce costs through AI technologies, highlighting key strategies and case studies.
Common questions about our AI guides
What topics does the AI Build Group blog cover?
Guides on shadow AI risk, ChatGPT Business pricing and rollout, enterprise AI adoption, Microsoft 365 automation, and AI governance for UK IT leaders and business decision-makers.
Where should I start if employees use personal ChatGPT accounts?
Start with the shadow AI series on ChatGPT Business—especially the security and compliance guide—then compare partner pricing and managed rollout options before banning tools outright.
Are these articles written for technical or business readers?
Both. Posts explain risks and next steps in plain language for owners and compliance teams, with enough detail for IT leaders planning workspace controls and adoption metrics.