Sema4.ai
BetaFull-stack enterprise AI agent platform for mission-critical knowledge work, running na…
Full-stack enterprise AI agent platform for mission-critical knowledge work, running natively on Snowflake with governance and auditability for regulated workflows. ~$55M Series A (Benchmark, Mayfield, Snowflake Ventures); acquired open-source automation vendor Robocorp; Python/open-source-rooted runtime makes an installabl
- Category
- Enterprise platforms
- Runtime
- Python
- Pattern
- SDK / Library
- Adapter package
- intramedial-actor-sema4-ai
Status
Sema4.ai is Beta.
The integration path is built and tested. Customers can attach now; expect minor breaking changes until the 1.0 contract freeze.
Ships from the repo as `intramedial-actor-sema4-ai` — not yet on a package registry.
How to attach
SDK / Library.
Install the adapter
Add intramedial-actor-sema4-ai to your project.
Issue a workspace API key
Generate a key in the dashboard under Settings → API Keys, scoped to the workspace and environment this agent's data should land in.
Record each run
Construct the adapter once with your token and workspace id where you initialise your Sema4.ai agent, then call recordRun(run) when a run finishes. The adapter maps the run to signed receipts and, by default, captures a failed attestation instead of crashing your agent.
Verify
Trigger one agent run. The Witness page shows the record once the agent has emitted it.
What gets recorded
2 event types, captured today.
- agent.invocation
- Every top-level agent run — the input, the resolved output, timing and token usage.
- tool.call
- Each tool or function the agent invokes, with its arguments and returned result.
Same category
Others in Enterprise platforms.
Salesforce's native AI agent platform. CRM-anchored, Atlas Reasoning Engine.
Microsoft's low-code agent builder. Microsoft 365, Teams, Dynamics 365 native.
Google Cloud's managed agent platform. Built on the Agent Development Kit.
AWS-native managed agent platform with Action Groups and Knowledge Bases.
IBM's enterprise agent platform. Heavy in financial services and government.
- UiPath AI AgentsRoadmap
UiPath layers AI agents on top of their RPA fleet. Orchestrator-native logging.
Start recording Sema4.ai agents.
Every Sema4.ai run lands in the same canonical Witness record as every other framework in the catalogue: signed, replayable, and exportable as evidence.
A Trustvice ProductAgents act when the plane says yes, and the record says why.
Put admission in front of your MCP servers, repositories, SaaS tools and cloud accounts. Every agent gets a lease or a reason – and you keep the lever to stop any of them.
