We only publish what we can defend in a vendor meeting. Every claim carries an ID, a review date, and a verdict you can check.
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Claude writes every piece. Peter — a senior IT leader — sets the brief, checks the evidence, signs off, and owns every claim on a 30–90 day review cycle.
The Enterprise Agentic Governance Benchmark. Six dimensions, scored 0–100. Free 5-minute web diagnostic; 30–45 minute Excel for governance groups.
Why 88% of agentic AI deployments fail
Stanford 2026 data: 12% of agentic AI deployments clear 300%+ ROI; 88% miss. The distribution is not a capability problem. It is a governance gap.
Recent pieces
Full archive →The CMU 30.3%: the enterprise agent capability gap
Carnegie Mellon 2026: 30.3% task completion for best frontier models. The deployments that work operate within the 30.3%, not around it.
The CFO's agentic AI business case: TCO and ROI
Most agentic AI business cases fail audit. Three documents survive: TCO with named components, ROI with pre-deployment baseline, scenario-weighted NPV.
Build vs buy vs partner for enterprise agentic AI in 2026
Most enterprises frame agentic AI as build vs buy. It's a binary on a three-body problem. Partner — the third path — is systematically under-chosen.
Agentic AI in financial services: five frameworks
Financial services sit at the intersection of DORA, NIS2, MiFID II, EU AI Act, and GDPR. Agentic AI inherits every obligation. The sector playbook.
The unverified citation chain: where enterprise AI decisions actually come from
Vendor claims reach CIO procurement decisions through a four-link chain: earnings call to analyst note to trade press to board deck. No link in that.
Agentic AI got real in Q1 2026. Most enterprise charters were written for a different quarter.
Gartner said 28%. Stanford said 62%. Unit 42 said the prompt-injection attacks are now in the wild at commercial scale. Three data points, one quarter.
Google AI Mode restaurant booking: the template for every partner-aggregation vertical
Google shipped agentic restaurant booking to eight countries on 10 April 2026. The restaurant vertical is not the story. The story is that eight named.
From DMAIC to AI agents: how traditional optimization methods accelerate agentic AI success
Six Sigma organisations report 87% success with agentic AI against 27% for organisations without. The obvious reading is that DMAIC accelerates AI.
GPT-5 Pro vs Enterprise AI Agents: What 'Very Hard Problems' Means for Your Business
Greg Brockman's August 2025 tweet introduced GPT-5 Pro with no specs, no benchmarks, and a $200/month price tag. What that pricing tier actually.
The agentic AI success formula: what 171% average ROI actually hides
Enterprise agentic-AI deployments report 171% average ROI. The average obscures a bimodal distribution — roughly 12% of deployments clear 300%+, and.
Why 73% of Agentic AI Projects Fail (And How the 27% Generate 312% ROI)
Enterprise Agentic AI implementations face a stark reality: 73% fail completely, while the successful 27% achieve remarkable 312% ROI within two years.
Manufacturing 4.0: How multi-agent systems reduce downtime by 30%
The 30% unplanned-downtime-reduction benchmark holds in the 2026 case-study record. The deployments that hit it share one architectural pattern — and.
Building a Center of Excellence for Agentic AI in IT Operations: Complete Enterprise Guide
Build a world-class AI Center of Excellence with this comprehensive enterprise guide. Transform IT operations using autonomous AI agents, achieving.
The hidden costs of agentic AI: a CFO's guide to true TCO and ROI modeling
Enterprise TCO models underestimate agentic-AI programmes by 40-60%. The surprise is not that the costs are hidden. It is that they are distributed.
The $7.2M Firewall Change That Transformed Network Management: How Agentic AI Prevents IT Disasters
When a Fortune 500 company's firewall change caused $7.2M in damages, they discovered what industry leaders already know: human validation can't keep.
Back-office vs front-office: where agentic AI's economics actually compound
Enterprise agentic-AI ROI is bimodal. The 12% of deployments that compound share one structural trait — they live in back-office operations where.
Salesforce's 9,000-person redeployment: the template most enterprises will copy
Salesforce's Agentforce rollout automated the bulk of tier-1 support work and moved roughly 9,000 engineers into new roles rather than out of the.
The Agentic AI Revolution: Real-World Success Stories and Strategic Insights from 2024-2025
Agentic AI's $3.50-per-dollar average return masks a 70% task-failure rate on the Carnegie Mellon benchmark. Narrowly-scoped deployments clear the bar.
AI readiness in organizations: The 2024-2025 landscape
Global AI spend is on track for $644 billion, yet only 9% of firms have reached true AI maturity — and 30% of generative-AI pilots will be abandoned.
Coming next
Peter's editorial calendar — honest dates, bumped-with-notes if missed.- Week 1726 Apr 2026Non-human identity — the first procurement question CIOs aren't asking yet
Every enterprise agent deployment passes through a credential. Most teams still hand the agent a human's credential. Naming the NHI gap is the next Q2 procurement conversation.
- Week 1803 May 2026Shadow agent sprawl — what telemetry catches and what it misses
The browser-as-agent-runtime pattern creates a detection gap that MDM/CASB don't see. What the first wave of shadow-AI discovery tools actually find, and the three categories they miss.
- Week 1910 May 2026The AI agent MSA — four clauses every enterprise contract needs by August
EU AI Act enforcement activates 2 Aug 2026. The clauses that survive legal review in the next quarter will be the ones that don't pretend the agent is conventional SaaS.