What we build
Each one is a kind of work, recognisable in any sector. Open one to see what it replaces, what the system does and where it stops.
Workflow automation
The processes that only move when somebody has an hour free, running on their own instead.
It reads what arrives, decides what it is, routes it and writes back into the tools you already use, and it hands over the cases it should not settle on its own.
How we build itAI agents
Agents that do the steps in the systems you already run, and stop at anything a person should sign.
Each one is held to a fixed set of tools and keeps a record of every call it made, so you can see what it did and why it did it.
How we build itInternal assistant
A chatbot that only knows your company, and shows you the record behind every answer.
It answers out of your own contracts, procedures and tickets, inherits the permissions those systems already enforce, and says so when the material does not hold the answer.
How we build itDocument and data extraction
Invoice parsing, contracts, archives: anything that arrives as a document, turned into records you can query and check.
It extracts into the schema your systems already use, every value points back at the page it came from, and the error rate is measured against a test set built from your own material.
How we build itDrafting and document generation
The first draft written for you, from your own material, in the form your work actually takes.
It assembles from the records and the language you already use, and it marks what it could not source rather than writing something plausible over the gap.
How we build itScoring and evaluation at scale
The rubric you already use, applied to every case rather than to a handful of them.
We encode the standard as you have written it, and every judgement carries its evidence, so a reviewer can overturn any single result instead of trusting the total.
How we build itCall, meeting and video intelligence
Recordings that become something you can search and score, rather than an hour of audio to sit through.
You get who said what and when, what was committed to and what was asked but never answered, timestamped and comparable from one quarter to the next.
How we build itImage and video inspection
The photographs somebody is supposed to look at, looked at consistently and all of them.
It applies the same visual standard to every image, flags what it is unsure about rather than guessing, and shows the part of the picture each judgement came from.
How we build itMonitoring and early warning
Something reading everything that arrives, so the one item you need to see today reaches you.
It reads filings, tickets, logs and notices against what normal looks like for you, and each alert arrives with what changed and the evidence for why it fired.
How we build itRecord matching and reconciliation
The same thing, recorded four different ways in four systems, recognised as one thing.
It proposes matches with the reason for each one, and the pairs it is unsure about go to a person rather than being merged quietly.
How we build itResearch and due diligence
The read-everything part of a decision, finished before the meeting starts.
It reads the sources and says where they disagree instead of averaging it away, and every claim in the briefing points at the document it came from.
How we build itKnowledge capture
What the people who have been there twenty years know, written down before they leave.
It works from the conversations and the records that already exist, and what it produces is reviewed by the person it came from before anyone relies on it.
How we build itWhat we have built, and what it is built for
Engagements written up with the figures they actually produced, for businesses with nothing else in common.
EducationCircuit Stream
Immersive technology training · 6 campuses, US and Canada
Instructor evaluation, on every class instead of a sample
Every class, from every instructor, scored on Circuit Stream's own rubric, instead of one sampled session per instructor.
See what we built
FinanceHawkclaw Capital Advisors
Family office · Switzerland
An earnings desk that covers the whole portfolio
Earnings season arrives for the whole portfolio at once. The desk reads every call, including the ones there was never time for.
See what we builtGlobal investment bank
The questions a founder steers around
A global investment bank, management meetings from a live deal process, and everything the room noticed but nobody wrote down.
See what we builtDefence, intelligence and law enforcement
Interviews reviewed line by line, including the ones nobody had time for
Contradictions across sessions, questions answered around, delivery against the speaker's own baseline, accent and dialect markers, and what the video shows at the same moment.
See what we builtTell us the decision you want to fix
One call, no deck. We will tell you whether this is something we can build for you, and if it is not, we will say that too.