Products

We don't just advise. We build.

These are working tools we've designed and built ourselves. The best way to understand AI in production is to ship it. Each one exists because we hit the same problem twice and got tired of it.

Products

ByLevel

Feed it your business documents. PDFs, transcripts, process notes. You get governed BPMN process maps back. Every element traces to the exact source text it came from. If a process step doesn't have evidence, it doesn't appear on the map.

Process mapping

Document ingestion

BPMN output

Evidence chains

BySource

Writes long-form articles, then verifies every claim programmatically before publishing. If a citation is fabricated, the system catches it. Every factual statement either has a verifiable source or gets flagged. Nothing slips through unchecked.

Content generation

Citation verification

Anti-hallucination

Source provenance

WHY SERPIN

We build what we advise on

Built, not theorised

These aren't slide decks or concept demos. They're working software with live backends, live pipelines, and outputs you can check yourself.

Governed by design

Source provenance, evidence chains, and verification guardrails are built in from day one. Not bolted on after a compliance review.

Practitioner-built

Built by the same people who advise on AI strategy. No handoffs between the team who plans and the team who builds. Same people, same standards.

Want to see how they work?

We'll walk you through it. If you're bringing AI into your organisation and want to talk to the people behind these products, get in touch.