AI agents

AI agents with a paper trail.

Agents that triage, draft, route and research — then show their work. Every decision recorded, every risky step approved by a human.

info@haybreaker.com
Audit trailsHuman-in-the-loop3–5 Wk DeliveryFixed quotes
TriageDraftingRoutingEscalationLLM APIs
What they are

An agent is not a chatbot with ambition.

A chatbot answers a question and stops. An agent takes a request and works it — reads, decides, drafts, routes, escalates — until the task is done or a human needs to be involved. The difference is responsibility, which is exactly why most “agent” demos are also the least deployable things in software.

The agent is the easy part. The engineering around it is the product: the rules that constrain it, the approvals that gate it, the audit trail that lets anyone see what it did and why. Ours come with all three, visibly, from day one.

What they do

Four jobs they are honestly good at.

Triage

Inboxes, tickets and enquiries read, classified and routed to the right person with the right context — before a human touches it.

Drafting

Quotes, reports, replies and compliance documents drafted from your templates and your data, approved by a human before anything goes out.

Research & summarise

Long documents, histories and correspondence pulled into an accurate brief — with sources attached, not vibes.

Routine decisions

The grey middle of your workflow handled: matching, flagging, prioritising — at volumes no team could keep up with.

The line

Full autonomy is a demo feature.

Agents that move money, approve suppliers or make commitments on your behalf without a human gate are not ready for real businesses, and anyone selling them is selling the demo. We will happily tell you the same thing in the 45-minute call.

For the tasks worth automating first, see AI document processing — it pairs with agents more often than not — and the broader picture on AI for business. The full delivery capability is on AI integration services.

FAQ

Answered before you ask.

Tell us what you are building.

First call is 45 minutes and genuinely useful, even if we do not work together.

info@haybreaker.com