Technology
Grounding agent answers in enterprise knowledge.
An agent ingests invoices from email and portals, extracts structured fields, three-way matches against POs and goods receipts, and routes exceptions with a prepared resolution note to the right approver.
An agent classifies incoming tickets, retrieves relevant knowledge and prior resolutions, drafts a response, and resolves simple cases directly while escalating complex ones with a summary.
An agent collects vendor paperwork, runs KYB and compliance screens, validates data against source documents and creates the vendor record once checks pass.
An agent assembles reporting data from source systems, validates it against rule logic, drafts the report with a full evidence trail and routes it for sign-off.
A connected-factory pilot lets agents ingest sensor streams, diagnose likely failure modes and dispatch technicians with a prepared work order before a line stops.
A compliance pilot has agents reviewing flagged trades, gathering context across systems and drafting surveillance narratives for human reviewers.
Research teams orchestrate agents to mine literature, propose candidate molecules and design experiments, compressing early-stage discovery cycles.