How OpenAI’s Finance team uses AI

Turns fragmented campaign data into ROI curves and weekly recommendations for where the next marketing dollar can earn the highest return.

Synthesizes email, Slack, Gong, account context, and usage signals to show where customer interest is moving from introduction to rollout.

Joins HCM, planning, and recruiting data into a current view of filled, accepted, open, and approved roles.

Lets finance teams build and refresh tailored executive dashboards—P&L, variances, trends, headcount, and commentary.

Reconciles plan, actuals, POs, accruals, and transactions, then traces each material variance back to its source.

Refreshes data and slides, drafts commentary, runs QA, exposes review status, and preserves human sign-off.

Keeps P&L data, Sheets, dashboards, and executive reporting in sync while surfacing drivers and auditing outputs.

Translates a monthly model into weekly and daily plans, incorporates seasonality, and compares scenarios while preserving tie-outs.

Combines ML baselines with GTM context, product signals, and human judgment so teams can inspect evidence and adjust scenarios.

Converts dense presentations and documents into audience-specific audio briefings that make analysis easier to consume.

Builds integrated multi-product, multi-scenario models with consistent formulas, accounting logic, checks, and reporting.

Grounds investor responses and meeting materials in approved sources, then turns finalized answers into reusable institutional memory.

Builds and iterates executive-ready dashboards against approved data, using visual annotations to move from mockup to polished output.

Creates a reusable engine for querying, joining, calculating, refreshing, and visualizing revenue, usage, and efficiency data.

Connects emails to banking projects, flags blockers, tracks KYC and follow-ups, recommends actions, and drafts responses.

Coordinates specialist finance agents through shared definitions, standards, schedules, QA, and handoffs—with the finance partner accountable.