Logic

Logic, Inc. offers a platform where users write a natural-language spec and get a deployed AI agent with a typed API endpoint. According to the vendor, an agent can go from spec to production in about 60 seconds. Each agent comes with testing, versioning, model routing, and execution logging.

What It Is

Logic is an agent-building and hosting platform built around specs instead of flowcharts or SDKs. A spec describes the agent's behavior, inputs, and outputs. Logic infers schemas and orchestration logic from it and builds the agent. It accepts text, PDFs, images, CSV/JSON, and audio, and includes built-in web browsing and research. Starter templates include a contract clause analyzer, entity matcher, invoice and PO data extractor, PII redactor, resume screener, support ticket classifier, and product listing moderator.

Testing and Versioning

Every spec save generates synthetic test scenarios (the features page lists 10 per agent) covering edge cases and boundary conditions. Tests can also be written by hand or promoted from production executions. Results show Pass, Fail, or Uncertain statuses with field-level deviation detail. Published versions are immutable and can be compared side by side, pinned, or rolled back in one click. Optional approval workflows let domain experts propose spec changes and engineers approve them.

Deployment and Model Routing

Saved agents are available as:

• a REST API with bearer-token authentication and strictly typed inputs and outputs
• a shareable auto-generated web UI
• an MCP server for tools such as Claude, Cursor, and ChatGPT
• batch runs over CSV files
• a per-agent email trigger

Logic routes requests across OpenAI, Anthropic, Google, and Perplexity models based on task complexity, latency, and cost, with automatic failover. It also supports a model override, opt-in execution caching, and dynamic learning that retrieves similar past runs as few-shot examples.

Observability and Security

Every execution is logged with inputs, outputs, reasoning, and latency, alongside an audit trail of spec changes, test runs, and publishes. Logic states it is SOC 2 Type II and HIPAA certified, does not train on customer data, and offers SAML, SCIM, role-based access control, BYOK, and a 99.9% uptime SLA.