Orkestra is an intelligent operating system for complex production workflows—connecting autonomous AI agents, enterprise data, and human decisions into one coordinated system.
Production Plan
Decomposes brief into 8 acts
Scene Breakdown
14 scenes · 3 lead actors
Financial & Logistics
$1.85M · 24 shoot days
Safety Analysis
Stunt buffer required
Human Approval
Pending Gate
AI agents running with strict tool boundary constraints.
Production workflows span people, applications, databases, financial ledgers, and operational safety decisions. While single-prompt AI can generate text or summarize an isolated document, coordinating a multi-department operation is where real complexity explodes.
AI is powerful individually. Orchestration makes it useful at enterprise scale.
Budget & Tax Credits
Shoot Stripboards
Scene Entity Data
SAG-AFTRA & Safety
Every production flows through a deterministic Directed Acyclic Graph (DAG). Agents never directly mutate database states—they execute specialist tasks within authorized boundaries and return structured outputs for the orchestration engine to persist.
The producer initiates the project with a high-level creative brief, budget parameters, and milestone constraints.
Specialist agents (Director, Script, Budget, Schedule, Risk, Marketing) execute in sequence and parallel, invoking bound MCP tools.
Critical decisions (budget approvals, stunt safety classifications) halt execution until explicitly authorized by a human operator.
Seven dedicated agent roles built with domain-specific system prompts, tool bindings, and strict operational constraints.
Creative & Executive Lead
Decomposes production brief into structured creative directives and downstream agent tasks.
Orkestra is designed around controlled autonomy. Agents analyze, coordinate, calculate, and execute permitted actions—but high-risk financial, legal, and safety decisions remain strictly under human governance.
Every agent operates within defined capabilities and authorization policies. If an agent attempts to invoke an unauthorized tool, the central authorization service intercepts and blocks the action before execution.
Enforced via ToolAuthorizationService with immutable audit logging on every tool attempt.
Follow workflows, agent execution, human decisions, and system latency from a single centralized operational interface.
7 Agents
100% Operational~180ms
Asynchronous executionGemini 3.6
Flash Intelligence100%
Auditable policy gatesA robust, decoupled architecture separating UI presentation, deterministic orchestration, AI inference, and persistence.
Next.js 15 App Router with real-time Socket.io state machine updates, command palette, and dark mode theme engine.
NestJS execution engine controlling deterministic DAG state transitions, retries, and human approval pauses.
Google Cloud Agent Builder + Gemini 3.6 Flash inference with domain agent contracts and structured JSON output validation.
PostgreSQL with Prisma ORM for relational state tracking, plus Model Context Protocol (MCP) tools for external integrations.
User Prompt
↓
Single LLM Response
↓
Manual Copy-Paste into Disconnected Tools
Requires constant human glue, lacks state tracking, and cannot handle complex cross-department dependencies.
Production Goal
↓
Multi-Agent DAG Coordination + MCP Tools
↓
Human Approval Gate → Autonomous Execution → Realtime Telemetry
End-to-end operational operating system with complete governance, reliability, and auditable state machine persistence.
Bring your workflows, autonomous agents, enterprise data, and human decisions into one coordinated operating system.