VAIB AI

The Platform

An agentic infrastructure for engineering teams.

VAIB AI is the runtime, orchestration and security layer that turns specialized AI agents into reliable, production-grade systems.

VAIB AI secure runtime

Orchestration plane

A deterministic planner compiles tasks into agent graphs with replayable execution, rollback and full provenance.

Agent capsules

Encapsulated, versioned agents with scoped tools, typed I/O contracts and per-capsule evals.

Secure runtime

Isolated micro-VM sandboxes per execution. Zero data egress, policy-as-code, signed artifacts.

Token-efficient reasoning

Hierarchical context routing and shared memory caches reduce token spend by up to 60%.

Verifier loops

Critic agents validate outputs against specs and tests before any side-effect is committed.

Modular by design

Compose new workflows from existing capsules without touching the core. Hot-swap models per agent.

Native integrations

Git, CI/CD, cloud providers, ticketing, observability and data warehouses out of the box.

Observability

Traces, cost telemetry, eval scores and agent-level dashboards in a single pane.

Enterprise security

SSO, RBAC, audit logs, BYOK and SOC-2 ready controls. Self-host or managed cloud.

How a task flows through VAIB AI

  1. 01
    Intake & planning
    Planner agent decomposes the request into a typed agent graph.
  2. 02
    Capsule dispatch
    Specialized agents (coder, reviewer, ops) execute in isolated sandboxes.
  3. 03
    Verification
    Critic agents validate outputs against specs, tests and policies.
  4. 04
    Commit & observe
    Signed artifacts are deployed; traces and costs land in your dashboards.