Five steps, discovery to a system running quietly in the background.
A trigger, an AIM core, an output. Complexity sits inside the core. Everything around it stays simple.
Inbound.
Email · file · API · scheduled run
Reads. Decides. Writes.
Agentic orchestration · specialist agents · frontier-LLM reasoning · retrieval · evals · guardrails
Outbound.
Doc · email · ERP write · API call
Before the first proper meeting, we build a tailored mock-up on your workflow, so you see what AIM can do before anything is committed. Discovery itself is a working session with the people doing the work: the tasks, the rules they keep in their heads, where the time really goes. You leave with a clear picture of what is worth automating first.
We design the system on paper before writing a line. Which AI model goes where, what tools it needs, where humans stay in the loop, what good output looks like, what failure looks like. Reviewed and signed off by you.
We build it, fast. An agentic workflow orchestrates the steps, specialist agents do the specialist work, a frontier large language model does the reasoning. Every change version-controlled and auditable. Weekly demos against your historical data, not toy examples.
We turn it on next to your team, not instead of them. They review every output the first week, fewer the next, none by the third. The system then runs quietly while the team moves on to better work.
Models change. Templates change. Edge cases appear. We keep the system healthy: monitoring, model updates, prompt tuning, integration patches when your ERP rolls a version. One subscription, one point of contact, no long lock-in.
See this process in action on a live build: our projects →
Modern LLMs read, reason and write at a level no rules engine reached. We design every system around that capability, as the engine, not a feature.
Every automation has thresholds, audit logs, and escape hatches. AI does the work; people decide what "good" means.
Each client gets their own workspace and credentials, no cross-client data contamination. Your data never trains a public model. Storage isolation, role-based access, full audit trail.
The best automation is invisible. Email in, work out. No new dashboards to log into, no UI for your team to learn.
A small, deliberately senior team. We build and operate every system in-house, no outsourcing. Two senior engineers lead every build, from paper design to live system.
AIM is part of AMCO Group, a multi-national holding with five companies across three to four countries. The group's first AIM build is live: presales automation for sister company AMCO ATI. The parent relationship is why a small team follows through at enterprise scale.
Bring us one task. We'll tell you in 30 minutes if AIM can take it off your team's plate.
Book intro call →