Flexible multi-purpose engine for modern organizational brains

Agentic systems with the best context win. Always.

Your AI agents are only as useful as the knowledge they can find Scroll
[ 01 ]   Reality Model

Scirix connects your code, documentation and systems into one shared knowledge layer for people and agents: the Reality Model. Every role and every agent works from the same facts, and the facts update on every change.

Your organization’s brain for its own software. Connects to Gitea, GitHub, GitLab and Bitbucket, reads more than fifteen languages, and stays yours whichever AI provider you use.

[ 02 ]   The problem

Software grows until no one understands it. AI just raised the stakes.

Documentation loses to shipping

Writing docs is a cost paid now by one person for a benefit captured later by someone else. A doc starts rotting the moment it is written, and stale docs create false confidence.

Context is a multiplier

AI agents consume documentation as context. Good context compounds on every change. Bad context compounds too, and AI keeps increasing the speed of change.

[ 03 ]   What teams need

Everything around you is changing fast. Smart teams need:

/ 01

Consistency

The same question gets the same answer. Context is computed once, in one place, and every workflow and every agent works from it.

/ 02

Accuracy

Answers come from the system as it is, not from generic knowledge. Every one cites the file, the symbol or the commit behind it.

/ 03

Future‑proof, no vendor lock

Change agents, models or providers whenever you want. The knowledge layer is built on an independent vendor and stays yours.

[ 04 ]   Roles

One model, many roles. Everyone reads the source directly, not through layers of translation.

Role

Developer

  • What a change reaches
  • Where this pattern already exists
Role

QA

  • Which use cases a change touches
  • Which test cases to actually run
Role

Technical writer

  • Release notes between two builds
  • Which guides a change has dated
Role

Security & certification

  • Components and versions, current
  • Known vulnerabilities and their fixes
Role

Compliance & audit

  • Where documentation and code disagree
  • Every answer with its source attached
Role

Engineering management

  • What changed since the last release
  • Where documentation has fallen behind
[ 05 ]   Deployment

Your models, your environment. Free to choose and change AI providers and ecosystems.

Option 01

Managed platform models

Sign in, connect a repository, start working. No keys, no hardware.

Option 02

Your own API keys

Anthropic, OpenAI, Mistral, Gemini and other commercial providers, under your own accounts.

Option 03

Your own hardware

Models served from your machines, connected over a private network.

Option 04

Your own private cloud

The whole platform inside your perimeter, on‑premises or air‑gapped. Nothing leaves your network.

Scirix is not a model vendor. Change providers, models or agent tools and the knowledge layer stays yours.

~70%
Built with itself Scirix runs in production and is used to build Scirix every day. Two founders in Tampere, no outside capital, shipping daily.
[ 06 ]   Team

Two founders, building Scirix from Tampere. The product runs on itself.

NA

Niilo Alfthan

Co‑founder · CEO

More than 25 years of product development, from Nokia and Microsoft devices to AI‑driven tools for industry. Leads product, design and customers.

LN

Lasse Numminen

Co‑founder · CTO

Invented the Reality Model and built the entire Scirix platform. Former CTO of Supremacy Games and founder of four software companies.

[ 07 ]   FAQ
What is Scirix?+
Scirix is a flexible, multi-purpose engine for modern organizational brains. It connects your code, documentation and systems into one shared knowledge layer for people and agents, the Reality Model. It is continuously updated, every answer cites its source, and it stays yours whichever AI provider you choose.
Who is Scirix for?+
Teams building with AI coding agents such as Claude Code, Codex and GitHub Copilot, and teams renewing large or legacy systems where critical knowledge lives in too few people. The same model also serves QA, technical writers, security, compliance and engineering management.
How is Scirix deployed?+
Hosted with managed models, on your own API keys, on your own hardware over a private network, or entirely inside your own private cloud or on‑premises cluster, including air‑gapped networks.
How does Scirix keep AI changes safe?+
Agents run only pre‑approved operations through a registered tool surface. Every action, every command and every model call is logged and auditable. Pull request checks are strictly read‑only.
Does the Reality Model learn from my code?+
No. It does not train on anything. It becomes more complete as more of the system is analysed, and it updates on every commit.
Where is the documentation?+
User documentation for setting up and working with Scirix lives at docs.dev.scirix.fi ↗
[ 08 ]   Get started

Doing is
believing.

A free two‑hour working session. Real code, real changes, on your own system, guided by our CTO. Put Scirix to the test, then decide.

/ You bring

A technical lead who knows the code, works with agentic tools, and can make meaningful changes.

/ We bring

Hands‑on access to Scirix with our CTO, set up around your documentation and code.