/ WIT OS / MAESTRO
Seven agents. One conductor.
MAESTRO is the orchestration layer of WIT OS. A primary conductor agent decomposes intent into work, routes to seven specialist sub-agents, reconciles conflicts, and returns one cited answer — every time.
- Hierarchical agent fabric — one conductor, seven specialists
- Native tool-calling across 17+ automated workflows out of the box
- Sentinel guardrails on every agent action
- Streaming responses with intermediate citations

/ What you get
Everything you need. Nothing you don't.
Hierarchical orchestration
A conductor agent owns the plan. Specialists own their domain. No two agents fight for the same task.
Workflow composition
Workflows compose themselves from intent. You describe the outcome — MAESTRO assembles the plan and the agents.
Tool-native
Every agent calls real tools — automated workflows, REST, GraphQL, internal APIs — with typed inputs and validated outputs.
Sentinel guardrails
Every agent action passes through Sentinel: DLP, prompt-injection defense, output validation, circuit breaker.
Observable by default
Every step is traced, every prompt is logged, every tool call is replayable. Debugging takes minutes, not days.
Tool extensibility
Custom workflow registration with typed inputs and validated outputs. Hot-reload in dev. Deploy in CI. Roll back in one command.

Ready to run on WIT OS?
Talk to the team about a managed deployment, a pilot, or a custom agent — we typically respond within an hour.
/ FAQ
Frequently asked questions
How does MAESTRO orchestrate agents?
MAESTRO uses hierarchical orchestration. A top-level agent decomposes complex requests into sub-tasks delegated to specialist agents (security, cloud, network, finance, healthcare, research, support). Each specialist has tool access, memory, and guardrails enforced by Sentinel. The top-level agent reconciles results and surfaces decisions to operators via Workspace.
Can I build custom agents on MAESTRO?
Yes. MAESTRO provides tool registration, memory APIs, prompt templates, and guardrail attachment points. Custom agents can be authored by your team and deployed alongside WIT ONE stock agents. Sentinel applies the same runtime guardrails regardless of who built the agent.
How does MAESTRO prevent agent drift over long workflows?
Two mechanisms. (1) Sentinel circuit breakers detect anomalous behavior — runaway tool use, output schema violations, semantic drift from objective — and halt execution. (2) Periodic checkpointing summarizes state and resets working memory at predictable intervals. The combination keeps multi-hour workflows on track.