Constella for enterprise
Constella gives your agents the company's knowledge and the limits to act on it: what they can see, what they can do, when they must ask, and a record of what they did.
Send renewal terms to Northwind Logistics?
Drafted from the 2025 contract and the updated rate card. Sending outside the company needs a person to approve.
LOCKED DOWN
Chat windows with no company knowledge. Low risk, low value.
UNGOVERNED
Agents in personal accounts and scripts. Nobody decided what they can touch, nobody can see what they did.
Constella
Agents that use your company's memory, inside boundaries you define and can audit.
What Constella does
Web pages, product screens, documents and notes become shared memory instead of scattered files and tabs.
Web Memory →Teams ask across approved internal material and get grounded answers they can trace to the evidence.
Reasoning Search →Project agents for legal, product, research and operations, so expertise is reusable across the company.
Project Agents →Architecture
Four layers, each under your governance. The guardrail layer is what lets agents do real work safely.
Safety controls
Define where data can flow and which sources are allowed into AI workflows.
LIVEChoose which models handle quick answers, deep analysis and specialist tasks.
LIVEDecide what gets remembered, how long it stays, and who can use it.
LIVEAccess follows enterprise roles. Revoke a member and access ends immediately.
LIVEChoose which actions agents take on their own and which need a person to sign off.
COMING SOONSee what every agent read, decided and did, and who approved it.
COMING SOONGovernance model
Set AI and knowledge policies, approve standards and define risk boundaries.
Set up projects, assign access and enforce policy for sensitive work.
Capture knowledge, run workflows and use approved agents every day.
When someone corrects an agent, the correction is reviewed before it changes how agents behave. Useful Skills built by one team can be shared with others.
The model is rentable. Your memory is not. Change models as better ones arrive without losing your knowledge, rules or agents.
Built and run to industry-standard security practices, with a self-hosted option when your data must stay on your own infrastructure. We'll walk your security team through the details.