Enterprises are bottlenecked by decision latency, cognitive overload. Deploy AI Coworkers that create audit-ready artifacts—always read-only, always requiring human approval.
Enterprises don't suffer from a lack of data; they suffer from a lack of synthesized, actionable decisions. Traditional automation handles rote tasks, but complex cognitive work creates a backlog of unmade choices.
When humans are overloaded, quality drops. Decisions become latent, inconsistent, and forgotten. The result is organizational paralysis.
Delegate the heavy lifting of synthesis and analysis to AI Coworkers.
Achieve rigorous consistency without sacrificing velocity.
Scale institutional competence (Knowledge-Execution-Strategy).
No direct write actions by default;read only.
Every decision packet is fully auditable, showing the work behind the conclusion.
The explicit sequence of steps the AI plans to take. Auditable before execution.
Lineage of all data used to form the decision, including provenance and assumptions.
Log of all read/write operations with strict pre/post conditions.
Deterministic checks that must pass before the packet is presented for approval.
Built on the principle of Least Privilege and Segregation of Duties. Approvals are routed dynamically based on risk scores. Full audit logs are immutable.
Read-only connectors by default. Secrets are handled in secure vaults. All execution happens in ephemeral, sandboxed environments with full traceability.
Inputs: Bank APIs, ERP AR/AP
Output: Daily position packet
Inputs: Aging reports, CRM
Output: Intervention plan
Inputs: GL, Sub-ledgers
Output: Triage packet
Inputs: CRM quote, Discount matrix
Output: Approval packet
Inputs: Inventory levels, Demand forecast
Output: Transfer decision
Inputs: SIEM logs, Asset DB
Output: Comms + Action card
Disclaimer: Illustrative metrics; measured per pilot.
Connect read-only data sources. Define packet templates and verification logic.
AI Coworkers run in parallel with human teams (silent mode). Calibrate accuracy.
Enable "Approval Needed" packets. Measure acceptance rates against production gates.