Enterprise AI
Engineering

We build AI agents that transform how enterprises operate - autonomous systems that reason, plan, and act on your enterprise data.

Get in Touch Explore Our Work

What We Do

We craft and deploy enterprise AI agents - autonomous systems that reason, plan, and act on your enterprise data, engineered to be verified, constrained, and governed.

Ingest

Documents, APIs, memory

Plan

Route, decompose & strategize

Reason

Think, analyze, decide

Execute

Tools, APIs, code

Verify

Guardrails & validation

Autonomous Agents

AI agents that reason, plan, and act independently - handling complex workflows without constant human supervision.

> Task: review 68 supplier contracts
› ingest("contracts, playbook, precedents")
› plan("clause extraction, risk scan")
› execute("1,240 clauses mapped")
› verify("4 non-standard liability terms")
✓ 64 cleared - 4 routed to counsel

Multi-Agent Orchestration

Coordinate teams of specialized agents for long-horizon, multi-step processes - with handoffs, memory, and real-time oversight.

Evals & Benchmarks

Test suites and benchmarks for your AI systems - proving accuracy, robustness, and cost on your real tasks before production.

Verified
Constrained
Governed

Agentic systems only deliver if you can trust them in production. We combine engineering depth with a foundation in technology law - so every agent is verifiable, constrained, and governable by design.

Vibe Code or Hire? Not sure you even need us? Take the quick quiz - we might even tell you to keep vibe coding. Take the quiz

Open Source

We believe in giving back to the community. Our open-source tools are used by developers worldwide.

💎

ContextGem

Effortless LLM extraction from documents. Our open-source framework that makes it simple to extract structured data using large language models.

1.8k+ stars
10k downloads/month
Python #2 Tool of the Week DevHunt
uv add contextgem
GitHub Documentation

Key Features

  • Minimal code - define what to extract, not how
  • Automated prompts - LLM prompt engineering handled for you
  • Reference mapping - trace every extraction back to source
  • Multi-LLM - OpenAI, Anthropic, Google, Azure, local models
extract.py
1 from contextgem import Document, StringConcept
2 doc = Document(raw_text="This Agreement...")
3 doc.concepts = [StringConcept(name="Anomalies", ...)]
4 doc = llm.extract_all(doc)
✓ 3 anomalies extracted with references
🦭

licenseal

New Claude Code skill

Fast cross-ecosystem dependency license compatibility checker. Our open-source tool that scans dependency trees across many ecosystems to catch incompatible licenses before release - without installing a single package.

726 downloads/month Python
uv tool install licenseal
GitHub PyPI
🪁

tethered

New

Runtime network egress control for Python. Our open-source security library that restricts which hosts your application can connect to - with a single function call.

3k downloads/month Python C
uv add tethered
GitHub PyPI

Trusted By

Enterprise AI solutions delivering measurable results.

Christiania Stillas AS

Christiania Stillas AS

2025-2026 · Scaffolding business · Oslo, Norway

Agentic document intelligence platform - a multi-agent system of long-horizon AI agents that processes large volumes of scaffolding project files, performs complex billing calculations across different scaffolding project types - with deterministic tools and accuracy safeguards ensuring precision - and delivers detailed invoice attachments.

Invoice Attachment Generation

Large-scale file processing, complex calculations, multiple scaffolding project types

Project Q&A

Agentic reasoning over scaffolding project documentation with cited responses

80% Less time on invoicing

“The solution is now saving 80% of the time spent on invoice attachment generation.”

- Rune Larsen, Co-founder & HSE Leader at Christiania Stillas AS

Fuxia Oy

Fuxia Oy

2024 · Legal technology · Finland

Legal AI contract review and redlining platform with a Microsoft Word add-in. Our founder Sergii Shcherbak served as the main AI engineer.

“Sergii is an outstanding developer - exceptionally fast, highly skilled, and committed to writing high-quality code.”

- Henri Pohjalainen, Co-founder & CEO, Fuxia Oy (2024)

Let's Build Together

Ready to bring AI agents into your enterprise? We'd love to hear about your challenges.

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