BURT CONSULTANTS
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ai

58 pieces tagged “ai”.

Briefing

Assembling a cost-efficient AI infrastructure stack layer by layer.

Spheron maps AI infrastructure into seven layers. Understanding each layer helps teams buy only what they need and avoid duplicating capabilities.

aiinfrastructurearchitecturecost
2 min read
Briefing

Zip's procurement Superagents: a case study in governance-first AI.

Zip's five AI Superagents show how procurement automation can work without breaking role-based permissions or audit trails.

aigovernanceprocurementmcp
3 min read
Briefing

Microsoft Build 2026: a CIO's guide to the new agent stack.

Microsoft Build 2026 unveiled a full agent stack: Agent Platform, Work IQ, Agent 365 governance and Scout always-on agents. CIOs now have to decide how these pieces fit into an enterprise architecture.

aigovernancemicrosoftenterprise
3 min read
Briefing

The AI operating partner: what PE firms are hiring for in 2026

The AI operating partner has moved from conference chatter to a recognised hiring category on upper-mid-market private-equity websites.

private equityaioperating partnervalue creation
2 min read
Briefing

From automation to autonomy: building your first AI agent workflow

The 2026 shift in enterprise AI is from prompt-driven assistants to outcome-driven agents that complete workflows across systems. Here is how to design one that actually ships.

aiagentsautomationengineering
2 min read
Briefing

A practical AI security checklist for SMEs adopting ChatGPT-style tools.

Data leakage, prompt injection, shadow AI and AI-powered phishing are growing risks for SMEs. A short, practical checklist helps keep adoption safe.

aisecuritysmegovernance
3 min read
Briefing

From AI code completion to agentic SDLC orchestration.

Gartner predicts agentic workflows will lift software engineering productivity by 30–50% by 2028, while GitHub Copilot reports 140,000 organisational customers.

aicoding agentsgithubgartner
2 min read
Briefing

What Grok Build means for the coding-agent race.

xAI's Grok Build enters the coding-agent market with eight parallel subagents, git worktree isolation and headless mode, adding pressure to an already competitive field.

aicoding agentsengineeringxai
2 min read
Briefing

AI-powered security audits: faster discovery, same human accountability.

Anthropic used Claude to inspect Firefox source code and identify 22 vulnerabilities over two weeks, showing how AI can accelerate security review without removing the need for expert judgment.

aisecurityvulnerability researchgovernance
2 min read
Briefing

Hiring for AI in 2026: why MLOps engineers are the new unicorns.

AI hiring is shifting from research roles to production engineering. MLOps specialists are now the hardest people to recruit, and the gap says a lot about where value really sits.

aimlopshiringinfrastructure
3 min read
Briefing

Agentic AI is reshaping spans of control: a manager playbook.

Gartner warns that managers will be held accountable for autonomous agents' behaviour. With 75% of CHROs saying managers are more overwhelmed than ever, the organisational load is about to increase.

aigovernanceleadershiphr
3 min read
Briefing

Mistral Workflows and the case for durable AI orchestration.

Mistral's Workflows launch shows why durable orchestration matters: separating the plan from the execution keeps AI pipelines reliable, observable and sovereign.

aiorchestrationinfrastructuredata sovereignty
2 min read
AI Governance

AI Hallucinations Are Becoming a State Regulatory Problem

Pennsylvania has sued Character.AI over a chatbot that posed as a licensed psychiatrist. State AG action signals AI hallucinations are becoming an enforceable consumer-protection issue mid-market firms must plan for.

AIGovernanceRegulatoryRisk
4 min read
AI Implementation

Reading OpenAI's '52% Fewer Hallucinations' Claim

OpenAI says GPT-5.5 Instant has 52.5% fewer hallucinated claims on high-stakes prompts. The number is credible. The reason it doesn't tell you whether to deploy is more interesting.

AIEvaluationVendorRisk
3 min read
AI Implementation

Reading PayPal's $1.5B AI Savings Claim

PayPal is tying $1.5B in claimed savings to AI automation, restructuring and tech-stack modernisation. The number deserves scrutiny — and the framing tells you more about how AI ROI gets reported than about AI ROI itself.

AIROILeadershipOperations
3 min read
Briefing

Why Kubernetes is now the foundation of enterprise AI infrastructure

Kubernetes has become the default operating system for AI workloads in 2026, driven by fractional GPU sharing, multi-cluster GPU pooling and the need to manage heterogeneous infrastructure.

aikubernetesinfrastructuregpu
3 min read
Briefing

Microsoft's Legal Agent in Word: what it means for UK legal teams.

Microsoft is adding an AI Legal Agent inside Word that reviews contracts clause-by-clause. For UK legal teams, the question is where it fits between efficiency and professional responsibility.

ailegalmicrosoftgovernance
3 min read
Briefing

Autonomous agents in operations: opportunity or workforce risk?

Autonomous AI agents are moving into procurement, supply-chain, HR onboarding and compliance reporting. The opportunity is real, but so are the workforce and governance risks.

aigovernanceoperationsworkforce
2 min read
Briefing

OpenAI's workspace agents: what they mean for non-technical teams.

OpenAI's new workspace agents promise lead qualification, metrics reporting and risk screening inside cloud tools. For most firms, the question is not what the agents can do, but who owns them once they start doing it.

aiagentssaasoperations
3 min read
AI Implementation

Why AI pilots stall — and the boring middle that makes them work

Most AI pilots don't fail at the model. They fail at the unglamorous integration work everyone tries to skip.

aileadership
3 min read
Briefing

Agent 365 and the governance challenge of agent sprawl.

Microsoft's Agent 365 promises a unified control plane for enterprise agents. With IDC predicting 1.3 billion agents by 2028, the question is whether governance can keep up with creation.

aigovernancemicrosoftagents
3 min read
Briefing

Selling AI to the US? The 2026-27 state compliance deadlines to know.

The Colorado AI Act takes effect in June 2026 and is part of a growing patchwork of US state AI laws. UK vendors need to understand the obligations before they sell across the Atlantic.

airegulationuscompliance
2 min read
Briefing

OWASP's GenAI exploit roundup: a secure AI agent architecture checklist.

OWASP catalogued eight major AI and agentic security incidents in Q1 2026, including a Claude-assisted breach of Mexican government systems and a Flowise RCE.

aisecurityowaspagents
2 min read
Briefing

Workplace AI use has nearly doubled — but strategy hasn't kept up.

Gallup finds 40% of US employees now use AI at work, yet only 22% say their employer has a clear AI plan. Adoption is outpacing strategy, and that gap carries risk.

aistrategyworkplaceadoption
2 min read
Briefing

Decision-making by consensus doesn't work in the AI era

Harvard Business Review argues that companies must abandon consensus-based decision-making and redesign around speed, signal detection and clear authority.

decision makingaileadershiporganisational design
2 min read
Briefing

The 11 AI security risks every board should discuss in Q3 2026.

Cycode has identified 11 critical AI security risks, while most organisations still lack visibility into how AI is being used. Boards need to move AI security from IT to enterprise risk.

aisecuritygovernancerisk
2 min read
Briefing

How to choose an AI refactoring tool without creating technical debt.

With the majority of developers now using AI assistance and a growing share of code AI-generated, tool selection should focus on workflow fit, governance and data residency.

airefactoringengineeringgovernance
3 min read
Briefing

How to operationalise AI-native security auditing without losing trust.

Trail of Bits has standardised on Claude Code, written an AI usage policy and created an AI Maturity Matrix, while AI-augmented auditors report finding around 200 bugs a week.

aisecurityauditinggovernance
2 min read
Briefing

The White House national AI framework: six objectives to track

The Trump Administration's national AI legislative framework sets out six objectives for federal AI policy, from deregulation and infrastructure to export controls and public-sector adoption.

airegulationuspolicy
2 min read
Briefing

Copilot Cowork: when deep M365 integration beats standalone agents.

Microsoft's Copilot Cowork, powered by Anthropic's Claude and Work IQ, suggests the future of enterprise AI is inside the tools people already use.

aimicrosoftcopilotagents
3 min read
Briefing

Value creation is becoming an operating system in private equity

Simon-Kucher argues that private-equity value creation is shifting from initiative-driven programmes to system-driven operating models built on pricing discipline and AI maturity.

private equityvalue creationpricingai
2 min read
Briefing

Automation is marketing's fastest path to AI returns

MarTech argues that AI ROI in marketing comes faster from augmenting existing workflow automation than from chasing breakthrough use cases. The message is to start where the workflows already exist.

aimarketing automationroimartech
2 min read
Briefing

Prompt injection and the agentic browser threat

Trail of Bits used threat modelling and prompt injection to audit Perplexity's Comet browser, demonstrating how an agentic browser could be manipulated into exfiltrating Gmail data.

aisecurityprompt injectiongovernance
3 min read
Briefing

Private equity: alpha must be made, not borrowed

McKinsey's latest private markets report argues that leverage and multiple expansion are spent forces; operational value creation and AI readiness are now the primary drivers of returns.

private equityvalue creationaiinvestment
2 min read
Briefing

OpenAI Frontier and the rise of the agent management platform.

OpenAI's Frontier platform gives enterprises access controls and feedback loops for managing AI agents. Customers including HP, Oracle, State Farm and Uber signal that agent management is becoming a board-level concern.

aigovernanceenterpriseagents
3 min read
Briefing

Don't fire your team for AI's potential — build a human-AI operating model first

A Harvard Business Review survey of 1,006 global executives finds AI is already cited as a cause of layoffs. In most cases the cuts are anticipatory, not driven by proven productivity gains.

aigovernanceleadershipworkforce
3 min read
Briefing

Can plug-in agent personas automate professional services?

Anthropic's Cowork now supports plug-in personas for sales, legal, finance, marketing and support. The appeal is clear; the limits on delegated judgement are less obvious.

aiagentsprofessional servicesautomation
3 min read
Briefing

Why your AI rollout is failing: the adoption gap between leaders and front-line staff

Gallup's Q4 2025 data shows AI use is rising fast, but leaders use AI far more than front-line staff. A rollout that ignores this gap will stall at the last mile.

aileadershipadoption
2 min read
Briefing

EU AI Act: what UK service providers selling into Europe must do before August.

The EU AI Act's August 2026 deadline for high-risk AI systems is approaching. UK providers selling into Europe need to act now on conformity, documentation and local representation.

airegulationeugovernance
2 min read
Briefing

What enterprise buyers actually want from AI vendors in 2026

ETR.ai's 2026 buyer data shows enterprise technology investment is concentrating on agentic AI, automation, data governance, real-time analytics and AI-powered development.

aisaasprocurementgovernance
2 min read
Briefing

AI as a driver of premium PE valuations

Private-equity firms are shifting from tactical AI automation to revenue and business-model transformation, and portfolio companies that lead this shift are commanding premium valuations.

private equityaivaluationtransformation
2 min read
Briefing

Agentic browsers are a new, unsolved attack surface

Wiz's year-end review of agentic browser security catalogues several practical attack techniques, from indirect prompt injection to CometJacking and Tainted Memories.

aisecuritybrowsergovernance
3 min read
Briefing

The 2026 digital marketing playbook: automate or stay human?

AI agents, hyper-personalisation and schema markup are reshaping digital marketing. The challenge is knowing when to automate and when to keep a human in control.

digital marketingaiautomation
2 min read
Briefing

A governance-first roadmap for customer-engagement agents.

Gartner predicts 60% of brands will use agentic AI for one-to-one customer interactions by 2028. Before building the agent, firms need a governance layer that keeps customer trust intact.

aigovernancecustomer experiencemarketing
3 min read
Briefing

Match your AI strategy to your organisation's reality

Bold AI pilots collapse when operating models cannot support them. Harvard Business Review argues that AI strategy must be matched to organisational reality, not ambition alone.

aistrategyoperating modeltransformation
2 min read
Briefing

Why the UK's light-touch AI regime is an opportunity — and a risk.

The UK is unlikely to pass a dedicated AI Bill in 2026, focusing instead on AI Growth Zones and sandboxes. That creates space for innovation, but also uncertainty for firms and their customers.

airegulationukpolicy
2 min read
Briefing

The trust gap in AI-generated code: why quality gates matter.

Sonar reports AI now accounts for 42% of committed code and could reach 65% by 2027, yet 96% of developers do not fully trust AI-generated code.

aicode qualityengineeringgovernance
2 min read
Briefing

How to escape pilot purgatory: a 90-day plan to productionise AI

Most enterprises now use AI in at least one function, yet many remain stuck in pilot purgatory. A disciplined 90-day plan can move a promising experiment into production.

aiimplementationengineering
2 min read
Briefing

2026: the year AI stops being magic and starts being infrastructure.

The AI conversation in 2026 is shifting from general-purpose wonder to smaller models, world models and agents that augment real workflows.

aitrendsstrategy
2 min read
Briefing

UK AI regulation: what the delay means for your compliance timeline

The anticipated UK AI Bill is now unlikely before May 2026, with the government focusing on regulatory sandboxes and AI Growth Zones instead.

airegulationukpolicy
2 min read
Briefing

When AI chatbots fall under the UK Online Safety Act

Ofcom has clarified that AI chatbots on user-to-user or search services can be in scope of the Online Safety Act. Platform operators need to assess chatbot-generated content in their safety plans.

airegulationukgovernance
2 min read
Briefing

Connected Intelligence and the workplace: what SMEs should prepare for

Cisco's 2026 workplace forecast predicts people, data and AI agents working side-by-side. For smaller firms, the practical question is what network, identity and workflow changes to put on the roadmap now.

aiinfrastructureleadership
2 min read
Briefing

Building change fitness in the AI era

Harvard Business School identifies 'change fitness' as the key AI-era differentiator — the organisational capacity to metabolise continuous change rather than resist it.

aichange managementleadershiporganisational culture
2 min read
Briefing

US federal preemption of state AI laws: what it means for operators

Executive Order 14365 directs the US Attorney General to challenge state AI laws that conflict with the national AI policy framework, sharpening the preemption debate for UK and international operators.

airegulationusgovernance
2 min read
Briefing

Why MCP's move to neutral governance matters for UK firms

Anthropic has donated its Model Context Protocol to the Linux Foundation's new Agentic AI Foundation. For UK businesses adopting agentic AI, neutral governance reduces platform risk.

aigovernanceinfrastructurestandards
2 min read
Briefing

Global AI regulation watchlist: a jurisdiction-by-jurisdiction checklist

From the EU AI Act to proposed US federal preemption and the UK's delayed Bill, global AI regulation is fragmenting. A jurisdiction-by-jurisdiction checklist helps firms keep track.

airegulationglobalgovernance
2 min read
Briefing

The agentic AI product roadmap: where Gartner says the market is heading

Gartner predicts 40% of enterprise applications will include task-specific AI agents by the end of 2026, up from less than 5% in 2025. Product and technology leaders should plan now.

aiagentsstrategysaas
2 min read
Briefing

MLOps in 2026: from experiments to production value

Eight MLOps trends are reshaping how organisations move AI from experiment to production: pipeline automation, cloud-native operations, real-time AI, observability, governance and edge deployment.

aimlopsinfrastructureengineering
2 min read

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