Solutions — Operations
Remove the manual friction.
The expensive part of operations isn't the work — it's the manual handoffs between systems that never quite talk to each other. That's where agents live.
Use cases
The handoffs worth automating.
Reconciliation & break management
Multi-source reconciliation with agent-driven root cause analysis. Breaks come with a hypothesis, not just a flag.
Routine breaks resolved automatically
Exception handling
Payment failures, order exceptions, settlement and fulfilment issues — agents triage, gather context, and propose next actions.
More exceptions cleared per analyst
Document operations
Contracts, invoices, KYC docs, purchase orders, term sheets — extract, validate, route, and version with full lineage.
Minutes of handling cut to seconds
Back-office automation
Replace fragile RPA workflows with reasoning agents. They adapt when source systems change rather than breaking.
Workflows that adapt instead of breaking
Vendor and SLA management
Agents read contracts, monitor SLA breaches, draft escalation correspondence, and surface renegotiation triggers.
SLA breaches caught and recovered
Internal knowledge search
Conversational access to procedures, policies, vendor docs, with grounded citations. Tested, audited, version-controlled.
Fewer escalations to senior staff
Operations engagements
Scope an ops pilot
Typical engagement: 6 weeks, one high-volume workflow, baseline measured, agent built in production, ROI documented.