FINANCIAL SERVICES
The situation
A corporate banking finance team builds 12–15 financial models per month in Excel. Each model takes two to three analyst days to construct and stress-test before submission to the credit committee.
Copilot in ExcelAzure OpenAI
The result
Copilot generates base model structures from descriptive prompts, creates scenario analysis tabs, and flags formula errors with explanations. Model build time reduces by 50%. Error rates in credit committee submissions fall, and analysts redirect time from construction to interpretation and sensitivity analysis.
PROFESSIONAL SERVICES
The situation
A Big 4 firm finds that 85% of client meetings produce inconsistently documented outcomes — decisions made verbally but not captured, action items assigned but not tracked, and follow-up emails sent days later from memory.
Copilot in TeamsCopilot in Outlook
The result
Every client meeting auto-generates a structured summary with decisions, action items, owners, and deadlines. Follow-up emails are auto-drafted within two minutes of the call ending based on the meeting content. Post-meeting administrative time is effectively eliminated for client-facing staff.
REAL ESTATE
The situation
A commercial property developer produces 20+ information memoranda and investment proposals annually. Each document takes three to five days of writing, formatting, and financial summary work before it can go to market.
Copilot in WordCopilot in Excel
The result
Copilot in Word generates first-draft IMs from structured property data and development narrative in under four hours. Financial summaries pull automatically from Copilot-assisted Excel models. Time-to-market on investment documents reduces by 70% and the quality and consistency of outputs improves markedly.
TECHNOLOGY & ECOMMERCE
The situation
An ecommerce retailer's engineering team of 12 spends 30% of every sprint on code review and onboarding new developers — with an average time-to-productivity of three weeks for new team members.
Copilot Enterprise
The result
GitHub Copilot Enterprise understands the full ecommerce codebase — answering architecture questions, reviewing PRs against existing patterns, and generating code consistent with internal conventions. Sprint velocity increases by 22% and new developer onboarding time halves from three weeks to ten days.