page · about

Four experts.
A product born from conviction.

KnowWeave is not an AI laboratory project. It is a precise answer to a precise pain point — built by four complementary profiles who have experienced, from the inside, the same problems you face.

co-founders · team

Four profiles, one obsession

Cybersecurity, data science, development and commercial — KnowWeave was born from the meeting of complementary skills around a shared observation: regulated industry deserves better than generic RAG.

AH
Alexandre HOFF
Java Developer · Full Stack

Guardian of platform sovereignty and containment. He designs the on-premise architecture and the security mechanisms that ensure your data never leaves your infrastructure — CISO-approved.

DH
Danielle KEPSEU
Data Scientist · Python Developer

Architect of the ingestion pipelines and the NCE AI core. She translates your document corpora into structured knowledge networks, sector by sector — with the rigour of a data scientist and the precision of an engineer.

MG
Marc GELINEAU
Head of Commercial

He understands your problems before talking about the product. Preferred contact for CIOs, regulatory departments and executive directors — with domain vocabulary, not technology jargon. Your first point of contact at KnowWeave.

OA
Olivier ALESSANDRI
.NET Fullstack Developer

The originator of the project. 15 years leading IT projects in regulated industry — chemistry, pharma, aeronautics. He lived the pain of unmanageable archives from the inside. KnowWeave is the answer he wished he had.

"The knowledge was there — it just wasn't accessible."
Talk to the team
timeline · product

How we got here

Two years between the initial intuition and the first production version. Each step triggered by a client observation.

October 2023

The initial intuition

Document capitalisation mission at an agrochemical client. Finding: 25 years of archives accessible only by full-text search. RAG solutions tested at the time hallucinate at 40%. No available solution is acceptable.

February 2024

First on-premise prototype

Construction of a dedicated domain semantic network, with entity extraction specialised by regulatory domain. First test on 800 documents: 92% precision against 58% for the reference RAG.

June 2024

Creation of KnowWeave

Decision to capitalise on the approach and transform it into a product. Brand system v0.1. First name for the engine: NCE — Neural Context Engine.

November 2024

First production deployment

Production deployment at the agrochemical client on 2,800 documents and 28 years of archives. Marketing authorisation dossier consolidation reduced from 6 weeks to 3 days. Validated by external evaluators.

March 2025

NCE v2 · multi-sector

Redesign of the semantic engine to support multiple regulatory domains (pharma, nuclear, aerospace). Industrialisation of connectors. GxP compliance dossier delivered.

May 2026

Brand System v1.0

Visual identity, website, commercial methodology. You are here. 6 clients in production, 9 pilots in progress. The promise: 12 weeks, >95% accuracy, 0 data leak.

roadmap · 18 months

What you will see next

No announcements for effect. Three structural axes for upcoming releases, communicated as they are delivered.

Q3 2026 · NCE v2.6

Native multilingual & audio transcription

Native ingestion FR / EN / DE / IT / ES. Audio transcription (meetings, internal podcasts) with speaker attribution. First version with 3 defence clients.

in development
Q4 2026 · NCE v3.0

Versioned network & temporal diff

Compare network state between two dates. Track the evolution of a standard. Identify tacit decisions that modify doctrine without modifying documents.

research in progress
Q2 2027 · NCE v3.x

Augmented conversational interface

Beyond Q&A: long conversations maintaining network context, proactive suggestions of inconsistencies, assisted report generation.

planned
values · principles

What we do not compromise on

principle / 01

Traceability before performance

A faster but non-traceable answer does not interest us. Every output must be defensible.

principle / 02

Sovereignty by default

100% on-premise. Not as an option, not as an add-on. It is the baseline, not the luxury.

principle / 03

Commercial honesty

If your case is not a fit, we tell you. We prefer to lose a contract than to disappoint you.

principle / 04

No bullshit

Our figures are measured and auditable. No marketing slide with invented percentages.

principle / 05

We stay after

Not a one-shot supplier. The contract says it explicitly: we accompany you over time.

principle / 06

Real confidentiality

Mutual NDA proposed from the first contact. Your data serves nothing other than you.

let's start

You know where we come from.
Tell us where you are.

30 minutes. Your brief. Our reading. The next step, you decide.