Chiri Brain provides orchestration, an agent runtime, integrations, memory, and governance. Every Chiri solution runs on this managed foundation.
Chiri Brain is the AI agent platform beneath every application. All four Chiri solutions inherit this managed operating layer.
Interaction
Where teams meet AI, plus a gateway that governs the agents you already run.
Platform / Chiri Brain
Orchestration, the agent runtime, and the metering and enforcement point every request passes through.
Connection
Every application inherits integrations, model access, ontology, and persistent organizational memory under one isolation boundary.
Sherpa is a ready-to-use integration SDK with end-to-end security. It gives applications approximately 2,000 integrations and a synchronized model catalog. Teams use inherited connectivity. They do not maintain it.
A large model catalog is what makes cost optimization possible. A team can start on a frontier model, then move to more cost-efficient options later. The catalog moves each task from frontier cost down to the lowest cost that still gets the job done. Full detail on that mechanism lives on the AI Spend Optimization page.
Proof points
Roughly 2,000 integrations, pruned, version-controlled, and checksummed
300-plus model catalog, live-synced across providers
Secure end to end
Cost-down routing, frontier to the lowest cost that still gets the job done
A sample of what Sherpa connects to
Ontology uses live connected data. AI Spend Optimization uses the model catalog to route work. Agentic Engineering uses Sherpa integrations.
Three controls are difficult to build: immutable logs, roles and permissions, and AI model access. Chiri includes these controls in every application foundation. Teams do not add governance later. Safety and audit records are part of the initial design. Chiri built these controls first. Authorization, tenant isolation, and immutable audit records existed before the chat product.
Hybrid RBAC (role-based access control) and ABAC (attribute-based access control), with attribute resolution and policy inheritance down the org hierarchy. Database row-level security backs this up as an independent enforcement boundary. The system fails secure: if isolation context is missing, a query returns zero rows.
Every subsystem records each change as append-only before-and-after data. Chiri included this control from the start. Chiri did not add it for compliance.
Chiri enforces zero data retention on every request. Each token is attributed to the user, team, unit, model, and application, and checked against the quotas you set.
You own your business processes, your ontology, and every application built on it. Chiri hosts and operates. The MSSA legally ensures Chiri does not look at your data. Chiri sees only anonymized aggregates, never customer content.
HIPAA-ready, with enterprise-grade security and governance extended to regulated sectors like healthcare and financial services.
This foundation is what powers AI Harness & Governance, and every other solution inherits it.
Glacier is real-time infrastructure security that stops bad actions before they execute. It operates at the infrastructure layer, ahead of execution. It is live across the platform today.
The Clamp inspects the input and output of AI at runtime. It shuts off a single attack vector in real time, without bringing down the rest of the system. It maps execution against the EU AI Act and other compliance regimes.
Input and output of AI inspected at runtime, not after the fact.
Contains one attack vector in real time, without a full-system outage.
Maps execution against the EU AI Act and other regimes. This is engineering support for your own compliance work, not a completed audit or legal advice.
Like Glacier, the runtime Clamp is live across the platform, part of Chiri's security software.
Code validation checks agent-generated code for correctness and maintainability. Chiri engagements deliver code that teams can defend and keep. See it in context on the Agentic Engineering page.
Waypoint gives real-time project management and delivery visibility across an engagement. You see work as it moves, and Chiri delivers at software-factory speed. The software factory is the internal engineering practice that builds and hardens what Chiri deploys.
Pricing is usage-based, never hourly. This model rewards working systems, not billable hours. You own your business processes and solutions. Chiri hosts and manages them. The MSSA prevents Chiri from viewing your data. Chiri uses one shared software foundation. This foundation reduces the cost of each governed environment as the platform grows.
One accountable partner across design, deployment, security, and operations
One bill
Usage-based, not hourly
You own your business processes and the solutions built for you
Chiri hosts and operates
MSSA: no access to your data
Economies of scale that improve as Chiri grows
Protect your alpha
Chiri deploys a standard stack for every client. Chiri also assigns platform engineers to clients. This structure combines product engineering and delivery. More companies improve Chiri's shared security and hardening. You receive those improvements. Chiri builds your Ontology and AI Harness solutions. You own them. Your solutions improve over time.
Your proprietary data, processes, and competitive edge stay yours, isolated, never pooled or shared. You get the collective security and hardening benefit without exposing or losing your alpha. Your own work never improves the platform for other clients.
Chiri Brain provides these capabilities. Each row links to a supporting solution. This connection maps each capability to its problem.
Chiri Brain powers all four solutions. Start with the problem you have, and we'll walk through how it's handled.