The problem Most organisations still pass sensitive operational details through channels that were never meant to hold them properly. A password is dropped into an email. A private link is sent through a chat tool. A settlement figure sits in…
Prompt Contracts for Coding: What They Are, Why They Work, and How to Use Them (with Practical Examples) If you’ve ever asked a GPT to “build a feature” and received something that almost matches what you meant, you’ve already discovered…
How we deliver operational AI agents without the hype Most “AI projects” fail for boring reasons: unclear scope, messy knowledge, missing guardrails, and no plan for what happens when the model is unsure. Our approach is simple: we treat an…
What Our AI Agents Actually Do for SMEs (Examples Included) These are some of the agent workflows we build. The point isn’t “automation for its own sake”. The point is this: An agent doesn’t just answer. It runs a process.It…
Discovery Sprint → Implementation Sprint → Managed Ops How we take AI from “interesting” to “operational” Most “AI projects” fail for one of three reasons: vague goals, messy reality, or a charming lack of guardrails.Our service is built to avoid…
Real-World AI Agent Case Studies (Anonymised) Most businesses don’t need “AI.” They need fewer dropped enquiries, faster resolution, fewer mistakes, and a clear audit trail when something goes wrong. The examples below are anonymised. They include only information we are…
AI Chatbot vs AI Agent: Same Buzzword Family, Very Different Personalities People keep using chatbot and agent as if they’re interchangeable. They’re not. That’s like calling a waiter and a head chef “the same thing because both involve food”. An…
What an AI Agent Looks Like in Practice (Short Demo) What you’re seeingThis is a short walkthrough of our Reference Triage Agent — a demonstration of how an AI agent can classify messy inbound messages, identify missing information, draft a…
Agents are only useful when they behave like operational systems: scope, guardrails, escalation, and logs. What an AI agent is An AI agent is a workflow worker: it takes input, follows your rules, produces controlled output, and escalates when it…