Use cases
Not summarisation demos. Work that reads production data, calls the systems of record and changes something — inside a limit somebody set, with the decision kept.
Customer operations
An agent reads the ticket and the order history, proposes a remedy, and takes it — a refund, a replacement, a credit — inside the limit you set.
Finance operations
Reconciliation exceptions triaged, evidence gathered from the systems of record, and a journal proposed for approval.
IT operations
An agent triages the alert, correlates it with recent change, and applies the runbook step it is permitted to apply.
Insurance
Claim documents read, policy terms applied, and a decision recorded with the evidence that produced it.
Banking
An agent assembles a case file across systems and proposes a disposition — with every source it touched on the record.
Healthcare
Anything derived from patient data stays classified as patient data, and egress is judged before it leaves.
Enterprise knowledge
Retrieval scoped to what the asker may see, with the sources bound to the answer rather than appended to it.
Agentic workflow automation
Multi-step work across systems, durable across restarts, with an autonomy ceiling capping every agent inside it.
Illustrative scenarios, drawn from what the runtime does — not customer references.
Every department
The same runtime builds governed workers for engineering, sales, support, HR, operations, legal, finance and marketing.
Engineering
Runs the linter, summarises the diff, gates on security findings, opens follow-ups.
Sales
Enriches a lead from bound systems, drafts personalised outreach, routes to an account executive for approval.
HR and people
Drives a multi-day onboarding workflow with checkpoints, answering from the employee handbook.
Compliance and legal
Reviews contracts against standard clauses, flags deviations, evidence-chains every citation.
Marketing
Drafts campaign briefs, reviews them against brand guidelines under Shield, routes to design.