Build, Deploy &
Orchestrate AI Agents
One open-source platform for agents, pipelines, and ontologies. Describe what you need in plain English and the builder assembles the agent for you — or drag-and-drop your own from 100+ built-in tools, uploaded code, trained ML models, and sandboxed jobs. Atlas turns your documents into a typed graph that agents traverse like citations. Policy-gated execution with moderation, DLP, RBAC, and full observability from day one.
AI-Powered Builder
Describe it, the platform builds it
Bring-Your-Own Code
Upload a repo, get a tool
100+ Built-in Tools
Plus MCP + sandboxed jobs
Moderation + DLP + RBAC
Policy-gated execution path
Pre-Built Agents
Built-in Tools
Test Suites
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Quick Access:
Platform Capabilities
Everything you need to ship production-grade AI agents — builder, runtime, tools, knowledge, observability, and governance — in one platform.
AI-Powered Builder
Describe what you need in plain English. The builder generates complete agents or pipelines with tools, parameters, and configurations — ready to execute in seconds.
Bring-Your-Own-Code Tools
Upload a zip or point at a git repo — Python, Node, Go, Rust, Ruby, Java, Perl. The analyzer detects the language, runs it in a sandbox, and exposes it to every agent as a first-class tool with schema discovery and a build cache.
Deploy ML Models as Tools
Upload scikit-learn, XGBoost, or ONNX models. The platform introspects the feature set, wraps inference in a sandboxed job, and exposes the model to agents through the same tool registry your Python code uses.
Moderation + DLP + RBAC
Pre-LLM and post-LLM moderation gates on every execution. DLP scans input for PII in detect / mask / block modes. Per-user resource isolation via polymorphic ResourceShare. Every agent inherits the tenant's policy.
Visual Pipeline Builder
Drag-and-drop canvas with 100+ built-in tools, switch routing, merge nodes, error branches, per-node timeouts, while loops, and for-each parallel iteration.
Multi-Model + Multi-Agent
Route across Claude, GPT, Gemini. Chain agents as pipeline steps. LLM-powered dynamic routing with confidence-gated branching. Per-agent runtime pools with KEDA queue-depth autoscaling.
MCP + 100+ Built-in Tools
Financial, risk, KYC/AML, market data, weather, patents, Twilio, Plotly charts, browser automation, PII redactor, memory, moderation, and more. Plus full MCP protocol for unlimited extensibility.
Knowledge Engine — Projects, Ontology, Hybrid Search
Organise collections into projects, control access per agent and per user, author a domain ontology that constrains entity extraction, and explore correlations across collections. Hybrid retrieval over Pinecone or pgvector plus Neo4j graph traversal. Bootstrap endpoint for standalone-app integrations.
Meeting Primitives
Eight tools for live-meeting agents: join, listen, speak, post-chat, leave, plus persona RAG, defer-to-human, and scope gating. Sub-3s response latency. Meetings become an agent execution surface, not a separate product.
Live Debug & Flight Recorder
Real-time SSE streaming with per-node status. Full execution traces, waterfall visualization, replay from any node. Prometheus /metrics on every pod, Grafana dashboards, and /alerts page grouped by failure_code.
Wave-2 Scale: NATS + KEDA + Multi-Pool
Per-agent runtime pools with KEDA queue-depth scaling. NATS JetStream transport, Redis execution bus, stale-sweeper with advisory locks. Validated at 500+ concurrent workflows without regression.
Enterprise: Drift, Cost, HITL
Statistical drift detection, per-execution cost budgets, human-in-the-loop approval gates, moderation queue, Slack / email / webhook alerts, and circuit breakers with adaptive retry.
How It Works
Three steps from idea to production-ready AI agent.
Design
Describe your agent in plain English or open the drag-and-drop builder. Pick a model, wire in tools, and preview the generated pipeline before saving.
Connect
Upload a code repo or ML model, attach MCP servers, link knowledge bases, and configure per-tool parameter defaults. Schemas, examples, and build caches are inferred for you.
Deploy
One-click publish to a private tenant or share with your team. Autoscaling runtime pools, moderation / DLP gates, Prometheus + Grafana, and per-agent cost budgets ship on by default.