Turn corporate knowledge into production-ready AI tools

Enterprise platform for building, testing, and operating internal AI agents and knowledge systems. On-premise. Secure. LLM-agnostic.

Searching for

Deep search

Think

4+ Files

Searching for

Deep search

Think

The challenge

Your knowledge is trapped

Terabytes of expertise. Zero leverage

Chatbots don't solve business problems.

Every AI project is a science experiment.

Your competitors aren't waiting.

Your best people won't stay forever.

The platform

From knowledge
to working tools

We provide the infrastructure to transform your institutional knowledge into production AI tools that your teams actually use.

Internal AI Assistants

Domain-specific copilots that help employees get answers, make decisions, and complete tasks faster

Internal AI Assistants

Domain-specific copilots that help employees get answers, make decisions, and complete tasks faster

Expert & Diagnostic Systems

Structured reasoning tools for complex decisions — from troubleshooting to compliance checks

Expert & Diagnostic Systems

Structured reasoning tools for complex decisions — from troubleshooting to compliance checks

Training & Coaching Tools

Scalable knowledge transfer that onboards new hires and upskills teams without bottlenecking your experts

Training & Coaching Tools

Scalable knowledge transfer that onboards new hires and upskills teams without bottlenecking your experts

Core modules

Three engines. One platform.

Modular architecture that covers the full lifecycle — from knowledge ingestion to agent deployment and quality control.

Knowledge Factory

(01)

- 50+ source connectors
- Semantic indexing
- Knowledge graphs
- Access control
- Version tracking

Knowledge Factory

(01)

- 50+ source connectors
- Semantic indexing
- Knowledge graphs
- Access control
- Version tracking

Knowledge Factory

(01)

- 50+ source connectors
- Semantic indexing
- Knowledge graphs
- Access control
- Version tracking

Agent Factory

(02)

- Visual builder
- Roles and personas
- Workflow orchestration
- API integrations
- Prompt management

Agent Factory

(02)

- Visual builder
- Roles and personas
- Workflow orchestration
- API integrations
- Prompt management

Agent Factory

(02)

- Visual builder
- Roles and personas
- Workflow orchestration
- API integrations
- Prompt management

Evaluation Factory

(03)

- Auto test generation
- Quality benchmarks
- Regression detection
- Compliance checks
- Human review loops

Evaluation Factory

(03)

- Auto test generation
- Quality benchmarks
- Regression detection
- Compliance checks
- Human review loops

Evaluation Factory

(03)

- Auto test generation
- Quality benchmarks
- Regression detection
- Compliance checks
- Human review loops

How it works

Knowledge-to-Tools Pipeline

Five stages from raw knowledge to production-ready AI tools. One platform. Full control.

Still have questions?

01 — Ingest

Collect, clean, structure. Connect to your sources — documents, wikis, databases, APIs. Automated semantic indexing.

01 — Ingest

Collect, clean, structure. Connect to your sources — documents, wikis, databases, APIs. Automated semantic indexing.

01 — Ingest

Collect, clean, structure. Connect to your sources — documents, wikis, databases, APIs. Automated semantic indexing.

02 — Structure

Build your Knowledge Engine. RAG pipelines, knowledge graphs, context management, access controls, version history, domain adaptation.

02 — Structure

Build your Knowledge Engine. RAG pipelines, knowledge graphs, context management, access controls, version history, domain adaptation.

02 — Structure

Build your Knowledge Engine. RAG pipelines, knowledge graphs, context management, access controls, version history, domain adaptation.

03 — Build

Agent & Tool Builder. Define roles, scenarios, guardrails. Visual workflow editor. Code when you need it, no-code when you don't.

03 — Build

Agent & Tool Builder. Define roles, scenarios, guardrails. Visual workflow editor. Code when you need it, no-code when you don't.

03 — Build

Agent & Tool Builder. Define roles, scenarios, guardrails. Visual workflow editor. Code when you need it, no-code when you don't.

04 — Test

Evaluation suite. Quality metrics, regression testing, safety checks, compliance validation. Catch failures before users do.

04 — Test

Evaluation suite. Quality metrics, regression testing, safety checks, compliance validation. Catch failures before users do.

04 — Test

Evaluation suite. Quality metrics, regression testing, safety checks, compliance validation. Catch failures before users do.

05 — Operate

Deploy to your infrastructure. Monitoring, logging, updates, scaling. Full lifecycle management.

05 — Operate

Deploy to your infrastructure. Monitoring, logging, updates, scaling. Full lifecycle management.

05 — Operate

Deploy to your infrastructure. Monitoring, logging, updates, scaling. Full lifecycle management.

Use cases

Built for the teams that
need it most

From revenue teams to R&D — deploy AI tools where domain expertise matters most.

Go-to-Market

Equip sales, marketing and CS teams with AI agents that have instant access to your best practices, winning strategies and customer intelligence.

Customer Support

Deploy support agents that actually understand your product, resolve issues on first contact, and scale expertise across every tier.

Human Resources

Build AI tools that deliver personalized onboarding, policy guidance, and learning experiences without scaling your HR team.

Research and Innovation

Capture, structure, and distribute research insights across the organization — so every team gets instant advantage from what you've already discovered.

Product and Engineering

Equip product and engineering teams with AI tools that surface past decisions, documentation, and context — so they ship faster without reinventing the wheel.

Go-to-Market

Equip sales, marketing and CS teams with AI agents that have instant access to your best practices, winning strategies and customer intelligence.

Customer Support

Deploy support agents that actually understand your product, resolve issues on first contact, and scale expertise across every tier.

Human Resources

Build AI tools that deliver personalized onboarding, policy guidance, and learning experiences without scaling your HR team.

Research and Innovation

Capture, structure, and distribute research insights across the organization — so every team gets instant advantage from what you've already discovered.

Product and Engineering

Equip product and engineering teams with AI tools that surface past decisions, documentation, and context — so they ship faster without reinventing the wheel.

Go-to-Market

Equip sales, marketing and CS teams with AI agents that have instant access to your best practices, winning strategies and customer intelligence.

Customer Support

Deploy support agents that actually understand your product, resolve issues on first contact, and scale expertise across every tier.

Human Resources

Build AI tools that deliver personalized onboarding, policy guidance, and learning experiences without scaling your HR team.

Research and Innovation

Capture, structure, and distribute research insights across the organization — so every team gets instant advantage from what you've already discovered.

Product and Engineering

Equip product and engineering teams with AI tools that surface past decisions, documentation, and context — so they ship faster without reinventing the wheel.

Every department has experts. But expertise doesn't scale — people leave, knowledge stays siloed, new hires start from zero. We turn what your best people know into AI tools that work 24/7.

50+ Source Types

Deploy in Weeks

LLM Agnostic

On-Premise/In-Cloud

Enterprise Security

Your knowledge is trapped

From knowledge to working tools

Three engines. One platform.

Knowledge-to-Tools Pipeline

Built for the teams that need it most

Every department has experts. But expertise doesn't scale — people leave, knowledge stays siloed, new hires start from zero. We turn what your best people know into AI tools that work 24/7.

From knowledge
to working tools

Built for the teams that
need it most