The Finance Close
Before: a multi-day fire drill across spreadsheets, ERP, OLAP cubes, and email; analyst hand-writes the variance commentary at 11pm.
After: extract → transform → load → calculate → variance commentary written for you → report distributed — while the office is empty. Senior analysts spend Monday answering questions, not building the deck.
Customer Support Tickets
Before: tickets pile up in a queue. Categorization is wrong half the time. SLAs slip. Senior agents write the same five replies.
After: every new ticket arrives classified, prioritized, routed, and with a draft response ready for the agent to edit-and-send. Severity-1s page on-call automatically. The agent's day starts at "review and approve," not "triage."
Resume Screening
Before: 200 resumes per role, two recruiters, one job description, lots of skim-then-discard. Best candidates lost in volume.
After: every resume scored against the role, the top ten land in your hiring-manager Slack with structured summaries, the rest archived for later. Hiring throughput up 5×; first interviews scheduled the same week.
Vendor & Risk Onboarding
Before: weeks of back-and-forth. Procurement chases questionnaires, security chases SOC reports, legal chases NDAs.
After: vendor's data pulled from N sources, AI synthesizes a one-page risk packet across financial / security / regulatory / business dimensions, the procurement committee gets a same-day decision package. Vendor goes live in days, not weeks.
The Monday Report
Before: someone is on the hook every Monday for a deck pulled together by hand from five systems. Numbers shift between sources. Commentary is "looks normal."
After: the report builds itself overnight, cites every number to its source system, has a written narrative on what changed and why, and lands in everyone's inbox at 7am — on the channel they prefer (email, Slack, Teams).
Incident Response at 2am
Before: alert fires. On-call wakes up. Spends 20 minutes finding what changed, who's affected, and whether this happened before.
After: the alert is enriched on the way to the pager — recent deploys, related tickets, similar past incidents, current customer impact — delivered as a structured incident summary on the channel the responder uses. Mean time to context drops to seconds.