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BiVelio Factory is a division of BiVelio.

A new BiVelio division

Where demos become real. Open research rolls off the belt as a company.

BiVelio Factory is a software factory: you walk in with an idea, and BiVelio’s open research and BiVelio One provide the rest.

  1. 01paper
  2. 02prototype
  3. 03product
  4. 04company

How the line works

Four stations. One belt.

Every idea enters through the hopper as a paper or a demo from research.bivelio.com and travels down the line until it becomes a company. You choose the station where you start.

paper

Research

The paper enters the line.

We start from BiVelio’s open research: information retrieval, agents, graphs, orchestration and quantitative finance. You read the work, reproduce the demo and pick the real problem it solves.

  • Open papers and demos
  • Questions nobody has turned into a product yet
  • Direct access to the researchers
prototype

Prototype

The demo learns to walk.

We turn the result into something people can touch: a prototype in front of real users. We iterate fast, measure what matters and drop what does not work without regret.

  • Prototypes on real data and cases
  • Short build-and-test cycles
  • Design from day one
product

Build

The prototype becomes a product.

The product is built on BiVelio One, BiVelio’s operating system: identity, data, AI, the Velio assistant and agents already solved. Your team spends its time on what makes the product unique.

  • Identity and permissions from the start
  • Data and European AI built in
  • Velio and agents working inside
company

Launch

The product becomes a company.

When the product stands on its own, it leaves the line as a company: with its team, its customers and BiVelio behind it. Whoever built it stays on board.

  • A path from product to company
  • Business and market support
  • The founding team, on board

The foundation

Everything runs on BiVelio One. Nobody starts from scratch.

Beneath the belt there is a platform: BiVelio One. Identity, data, AI, the Velio assistant and agents are already there, at every station.

  • Identity
  • Data
  • AI
  • Velio
  • Agents

What we put in your hands

The factory’s resources. You do not walk into an empty workshop.

This is what you find on the line from day one.

  • Open research

    The papers and demos of research.bivelio.com, and direct conversation with their authors.

  • BiVelio One

    BiVelio’s operating system: identity, data, AI, Velio and agents, ready for your product.

  • European AI

    Fast, balanced and advanced models, with data handled in Europe and under its rules.

  • Infrastructure

    Lab, test and production environments to go from demo to real use without setting anything up.

  • Mentors

    People who have already researched, built and launched, beside you at every station on the line.

  • Path to company

    When the product works, the support to turn it into a company: business, market and team.

Who we are looking for

Minds that want to make. What you want to build matters most.

We are looking for people who enjoy making things that work. Where you come from matters less.

  • Engineering

    You like taking a system from the whiteboard to production, and making it hold.

    Build
  • Research

    You have written, read or reproduced papers and want to see them solve real problems.

    Research
  • Design

    You make complex things clear at first sight, on screen and in the product.

    Prototype
  • Founders

    You want to turn a technology into a company and lead the team that takes it to market.

    Launch

What we share

  • Curiosity over titles
  • Show before we promise
  • Build in the open
  • Do what we truly love

Output dock

The line has shipped its first two products. The other slots are reserved.

The applications, papers and companies that leave the factory appear here. The first two are papers from BiVelio; every remaining slot is for what the people who join now will build.

  • Product 01 · Paper

    BiVelio Research · October 2026

    BV-SALA Savings Layer: Verifiable Measurement of Cost Savings in Large Language Model Applications

    How to measure savings on the bill of LLM applications with the provider’s own billing counter. Every scenario runs twice, with and without the layer; savings are split into four ledgers that are never summed, and every figure is published with its 95% confidence interval.

    English, with a Spanish summary of conclusions · 7 pages

    Public bench results

    • −31.5% gpt-4o-mini bill 95% CI: 25.7–36.7 GSM8K stream with 30% exact repeats.
    • −75.1% claude-sonnet-5 bill 95% CI: 69.3–79.6 Same stream. About 41 pp is the provider’s own prefix-cache discount, reported separately.
    • 2.5% gateway PRO lever on Anthropic 95% CI: 1.5–3.6 Net saving over 51 Claude Code sessions, at list prices.
  • Product 02 · Preprint

    BiVelio Privacy Research Team · BiVelio · October 2026

    BiVelio Shield: A Local-First, Fail-Closed Data Minimization Layer for Privacy-Preserving Use of Large Language Models

    A local layer that detects and replaces sensitive data before the prompt leaves the device. Three layers: L1 deterministic, L2 credentials and L3 contextual NLP, precision-oriented, which escalates any doubt to a fail-closed gate that holds the prompt. Tiers: Free at €0 (browser only), Pro at €4 per seat per month, and Team at €8 per seat per month with a 5-seat minimum.

    English, with a Spanish executive summary · 10 pages · Company technical report, not peer reviewed

    Figures reported in the paper

    • 1.000 precision and recall on L1 MOD-97 · Luhn On checksum-validated structured identifiers, as reported by executable test suites. Layer L3 has no recall figure.
    • ≈0.39 M characters redacted per second ≈10⁵ × human typing Throughput of the redaction engine, on the order of a hundred thousand times faster than a person typing.
    • 339 GDPR personal-data types all 15 of Art. 9 Including all 15 Article 9 special categories. Detector catalogue of the Pro and Team tiers.
  • Reserved slot yet to be made
  • Reserved slot yet to be made
  • Reserved slot yet to be made
  • Reserved slot yet to be made

How to join

Step onto the belt. No forms: just write to us.

Tell us what you want to build and which station you see yourself in. A person on the team will reply.

Your email app will open with a message to talent@bivelio.com.

  1. 01

    Write to us

    Tell us who you are, what you have done and which station you see yourself in.

  2. 02

    We talk

    A conversation with the team to see which of the factory’s resources fit you.

  3. 03

    You join the line

    You pick a paper or a challenge and start making things with us.