FactoryTechnology
We never ship the Factory. We ship what comes off it.
The Factory is our platform. The connector library, the resolution engine, the build patterns, the evaluation harness and the model routing layer, plus the Studio we work in.
Every client gets their own system, because your memory is not anyone else's memory. But if we started from scratch each time, you would be paying us to relearn the same things at your expense. So we built the line instead.
What comes off the line is yours. Which is why we deliver in ten weeks what a consultancy quotes a year for. They are hand building. We are assembling from parts we already made.
Six things that never ship, and are the reason your build is fast.
183 read adapters and growing. Every engagement adds connectors, and every connector added for one client shortens the next client's build. This is the compounding asset on our side.
Deterministic rules, embedding similarity and confidence scoring, with a review queue for ambiguous pairs. This is the part that turns four records into one company, and one company into a case history.
Sourcing, resolution, analytics, extraction, triggers, scoring, generation, write-back and semantic query. Every play in the catalogue is one to three of them.
Suites, thresholds, golden dataset tooling, confidence calibration and the gate that stops a release. Hardened across every client, which is why it catches things a first-time build would not.
408 models across 51 providers, routed separately for extraction, reasoning, speech and embedding. Model choice becomes configuration rather than architecture.
Where we work, qualify, model the value and watch every run. You will see it in a meeting. You will not be asked to buy it or to log into it.
Nine build patterns. Every play is one to three of them.
The pattern is built once and hardened across every client. What changes for you is the connector, the definitions and the thresholds.
P1Public-record sourcingFinds companies, tenders and trigger events from open sources, with a citation on every row. Needs nothing from you.P2Entity resolution and graphTurns the same customer sitting in several systems under several spellings into one resolved record, with lineage on every field.P3Transaction analyticsComputes a leak, a variance or a realisation figure against an agreed definition. Deterministic. No model touches the number itself.P4Document extractionPulls structured fields out of PDFs, scans, emails and notes, scored against a golden dataset your team labelled.P5Event and trigger detectionWatches for a state change. A quote going quiet, a renewal falling due, an exposure building, a customer going dormant.P6Scoring and prioritisationRanks accounts, files, leads or risks so effort goes where it pays, improving from your team's own right and wrong marks.P7Generation and draftingWrites the brief, the proposal or the answer, grounded in the memory, cited, with a human edit as the default.P8Write-back with approvalPuts something into your system only after a named person approves it. Dry run first, full audit trail, rollback window.P9Semantic query and cockpitManagement asks in words and gets the same answer twice, because the definitions are versioned rather than remembered.
The Factory is why a second play costs a fraction of the first, and why your build is not an experiment.
A first-time build has to invent the connector, the resolution logic, the evaluation approach and the write-back safety model, all at your cost and all on your timeline. Ours are already built, already hardened, and already wrong in the ways they were going to be wrong, on somebody else's project.
The method improves. Your data never moves. You are not paying for our learning, and no other client is learning from you.