# Vritah

> Applied AI product engineering for teams that need evidence, restraint, and measurable quality.

Vritah is an AI product engineering company founded in 2025. We help software teams design and build AI products, production agents, evaluation systems, and compliance-focused automation. We work best where AI needs domain context, measurable quality, and careful engineering — not a thin chat layer.

## Live Product

- [CRA Toolkit](https://cra-toolkit.com): A focused workflow tool for software vendors and component manufacturers preparing for the EU Cyber Resilience Act (Regulation EU 2024/2847). Features include SBOM guidance, vulnerability disclosure policy templates, security assessment workflows, and regulation-aware AI assistance.

## Services

- **AI product development**: From product scope and architecture to usable workflows, interfaces, and production delivery.
- **AI agents**: Task-specific agents that use tools, retrieve context, follow constraints, and hand off cleanly when automation should stop.
- **AI evaluations**: Test suites, quality checks, refusal tests, regression tracking, and measurement loops for model-powered systems.
- **Retrieval and knowledge systems**: RAG pipelines, document workflows, source-grounded answers, and internal assistants for technical or regulated content.
- **Compliance automation**: Evidence collection, regulatory workflows, security documentation, SBOM support, and vulnerability disclosure processes.
- **Product security tooling**: Security-oriented workflows for software teams that need better structure around risk, reporting, and readiness.

## How We Build

1. **Use case before model choice** — Good AI systems start with the workflow, the user, the risk, and the quality bar.
2. **Grounded before generative** — Useful AI should retrieve, cite, and refuse when needed.
3. **Evaluation before scale** — Agents need tests and regression checks before expanding into more workflows.
4. **Engineered after launch** — AI systems need monitoring, evaluations, maintenance, and ownership in production.

## Key Facts

- Founded: 2025
- Contact: contact@vritah.com
- Website: https://vritah.com
- CRA Toolkit: https://cra-toolkit.com
- Specialisation: Deliberate AI systems for regulated industries, technical domains, and enterprise environments

## Optional

- [Full content](https://vritah.com/llms-full.txt)