When ChatGPT and Zapier are not enough
Honest guidance for UK operators: configure familiar tools when they are enough; engineer production workflows when you need state, gates, and SLAs.
Insights
Practical notes on agentic AI
Long-form notes for operators and leaders: adoption sequencing, KPIs, governance, and cloud delivery — written to support decisions, not hype. New articles land here first.
Start here: What is agentic AI? → How agentic workflows run → Where to start (Midlands SMEs).
How agentic workflows run: triggers, tools, and human gates
The agent run loop, event-driven vs human-initiated triggers, tools vs function calling, and two worked examples — support triage and tender drafting — for operators who already know the definition.
What is agentic AI? A definitive guide for UK organisations
From core terms and a governed email workflow to chatbot and RPA distinctions, pilot metrics, and multi-agent programmes across security, logistics, product, finance, and compliance — with diagrams throughout.
Agentic AI for estate agency sales progression: Leicester delivery notes
Agentic AI consultancy field notes — Leicester-area estate agencies: CRM plus progression email, orchestration, specialist agents through exchange, observability, human review on high-risk steps, audit-friendly logs.
SME tender and RFP workload: what to measure before you automate
Tender-first for UK teams; RFP/PQQ on the pack: baseline hours, rework, and unforced bid defects; tighten bid/no-bid; pilot triage and drafts with human sign-off — plus tender response automation and the gated tender demo.
Agentic AI adoption in the Midlands: stats, risks, and ROI
A source-cited look at current AI adoption, why organisations remain cautious, and where measurable savings are showing up first for Leicester, Derbyshire, Leicestershire, and Midlands teams.
KPIs for AI pilots that hold up in month three
Baseline discipline, leading vs lagging indicators, pairing speed with a quality gate, side-by-side deployment, week-four and week-eight warning signs, and explicit stop rules — so metrics survive governance reviews.
Agentic AI for Midlands SMEs: where to start
Midlands playbook: workflow filters, baseline KPIs, the four-week slice, and when to stop. Links to consultancy and regional delivery.