Research Agent
Gathers, cross-checks and cites sources on a topic, then hands back a brief a human can defend in a meeting.
Intelligility Agents
Agents are the part of this shift most people underestimate. Not a chat window — software that performs a task, checks itself, and knows when to bring in a person.
The demo version of an agent is easy. The version that runs every day against your actual data, inside your actual constraints, is engineering.
What makes the difference is grounding, tool design, evaluation and escalation: how the agent gets reliable context, what it is allowed to do, how you know it worked, and what happens when it shouldn't have tried.
We build agents the same way we build products — scoped narrowly, measured honestly, and expanded only once they earn it.
What this looks like
Connected to your documentation, data and systems so answers come from your reality, not a general one.
Explicit, permissioned actions. An agent should only be able to do things you decided it could do.
A scored test set for the tasks that matter, run before any change reaches production.
Clear rules for when to stop, summarize and give control back to a human being.
Every run logged with its reasoning and cost, so you can audit what happened and why.
Built to be operated by your team, documented well enough that we're not a dependency.
Starting points we adapt to a specific business rather than sell as one-size software.
Gathers, cross-checks and cites sources on a topic, then hands back a brief a human can defend in a meeting.
Audits a site, finds the pages worth fixing and drafts the changes with the reasoning attached.
Qualifies inbound, drafts replies in your voice and keeps the CRM honest without inventing pipeline.
Answers from your documentation, escalates when it isn't sure, and logs the gaps it found.
Watches recurring workflows, files the routine work and flags the exceptions that need a person.
Sits on top of your data and answers the question behind the question, with the query it ran.
Pick one recurring task that eats real hours every week. That's almost always the right first agent.