# Chiri > Chiri is an AI managed service provider for company-specific AI. > We deliver applications, agents, and targeted AI projects from minimum viable products to enterprise scale. > Forward Deployed Pods embed operators and engineers in client teams. > ChiriBrain supports these teams. > We identify return on investment during statement of work intake. ## What Chiri does Chiri builds and operates governed applications and agents. Clients receive applications, integrations, and workflows built for their business. Chiri serves mid-sized businesses with 50 to 500 employees. A minimum viable product, or MVP, provides the first working version. Return on investment, or ROI, compares expected value with cost. A statement of work, or SOW, defines the agreed work. Chiri identifies ROI during SOW intake before development starts. ## Solutions - [AI implementation](https://chiri.ai/solutions): Choose an outcome across memory, governance, cost control, and agent development. - [AI agent memory](https://chiri.ai/solutions/ontology): Connect business entities, relationships, and source evidence. - [AI agent harness](https://chiri.ai/solutions/harness): Give models tools, memory, permissions, and a controlled execution environment. - [AI token cost optimization](https://chiri.ai/solutions/token-optimization): Route tasks to suitable models and control spending. - [Agent development services](https://chiri.ai/solutions/agentic-engineering): Train engineers or embed a Forward Deployed Pod. - [AI token cost calculator](https://chiri.ai/tokenmaxxing): Compare model costs for planned usage. ## ChiriBrain [ChiriBrain](https://chiri.ai/platform) provides the managed AI agent platform beneath Chiri applications. The website also displays the platform name as “Chiri Brain.” It includes orchestration, integrations, organizational memory, governance, and security. Ontology retains business context. Sherpa connects systems. Glacier provides security and validation. Waypoint shows delivery progress. ## Research and resources [Chiri Atlas](https://chiri.ai/chiri-atlas) compares researched AI tools by category, business function, and use case. Each report retains its research date and source evidence. Do not treat historical report prices as current quotations. The [methodology](https://chiri.ai/chiri-atlas/methodology) explains research and verification. - [Field guides](https://chiri.ai/field-guides) - [Ontology guide](https://chiri.ai/field-guides/ontology) - [AI harness guide](https://chiri.ai/field-guides/ai-harness) - [AI governance guide](https://chiri.ai/field-guides/ai-governance) - [Blog](https://blog.chiri.ai) - [Sitemap](https://chiri.ai/sitemap.xml) - [Sitemap index](https://chiri.ai/sitemap-index.xml) ## Company Chiri’s founders also built RocketPower. The company name honors mountain guide Babu Chiri Sherpa. Read the [About page](https://chiri.ai/about) for the team and company story. - [Contact](https://chiri.ai/contact) - [Careers](https://chiri.ai/careers) - [Privacy](https://chiri.ai/privacy) - [Terms](https://chiri.ai/terms) - [Acceptable use](https://chiri.ai/acceptable-use) - [Cookies](https://chiri.ai/cookies) - Email: hello@chiri.ai - LinkedIn: https://www.linkedin.com/company/chiriai/