Topics / Other functions
Back-office uses: accounting, risk, compliance, legal review and operations.
13 passages from 6 organizations; 13 checked against the source. The page states no conclusion: these are the organizations' own words.
Since launching with our Legal team, we’ve seen an over 20% reduction in average contract review time and 91% accuracy in AI-generated decisions.
Austin GrecoStaff Software Engineer, Michelangelo (Uber's AI platform) · Practitioner, 
Uber
Post: Uber engineering blog, Uber engineering blog, October 8, 2026.
I think that we're processing over 100,000 expenses a day that are being reviewed agentically.
Eric GlymanCo-founder and co-CEO · Executive, 
Ramp
Interview: Cheeky Pint (podcast hosted by John Collison, Stripe co-founder); transcript on podscripts.co, Cheeky Pint (podcast hosted by John Collison, Stripe co-founder); transcript on podscripts.co, February 17, 2026.
We also reduced or canceled contracts with over 1,700 suppliers following our AI adoption and standardization
KlarnaPublished by the organization itself (regulatory filing), no named author
Regulatory filing: SEC filing (the company's own regulatory report), SEC filing (the company's own regulatory report), February 26, 2026.
While we continue to utilize well-established ML techniques in our underwriting processes, we do not use generative AI for credit underwriting.
KlarnaPublished by the organization itself (regulatory filing), no named author
Regulatory filing: SEC filing (the company's own regulatory report), SEC filing (the company's own regulatory report), February 26, 2026.
have handheld devices, and they're using computer vision to map our inventory, to know what we have, to know exactly where it is
WalmartPublished by the organization itself (earnings call), no named author
Earnings call: earnings call transcript via MarketBeat (third-party transcript site), earnings call transcript via MarketBeat (third-party transcript site), February 19, 2026.
Our legal teams use AI to expedite document review.
KlarnaPublished by the organization itself (regulatory filing), no named author
Regulatory filing: SEC filing (the company's own regulatory report), SEC filing (the company's own regulatory report), September 8, 2025.
Uber lawyers then review each suggestion, deciding whether to accept, reject, or modify it before final incorporation into the client response.
Austin GrecoStaff Software Engineer, Michelangelo (Uber's AI platform) · Practitioner, Uber
Post: Uber engineering blog, Uber engineering blog, October 8, 2026.
In finance and operations, Kai is helping Stripes analyze messy data, generate recurring digests, and turn fragmented context into usable artifacts.
Sharadh KrishnamurthyEngineering manager, Agent Foundation team · Leader, 
Stripe
Post: Stripe developer blog, Stripe developer blog, July 30, 2026.
Capital allocation across 150 cities: 15 hours → 30 minutes. • Financial pacing reports: 2 days → 10 minutes.
Praveen Neppalli NagaChief Technology Officer · Executive, Uber
Social post: X post on Praveen Neppalli's own account (Uber's CTO), X post on Praveen Neppalli's own account (Uber's CTO), July 7, 2026.
With this architecture, agentic reasoning is used for intake and context gathering, but every autonomous risk decision is still made by an auditable model, governed under an approved policy.
Blake WilliamsProduct Manager · Practitioner, Ramp
Post: Ramp engineering blog, Ramp engineering blog, June 30, 2026.
Klarna's lawyers are using ChatGPT Enterprise to create the first draft of common types of contract, massively reducing the time it takes to draw up a contract.
KlarnaPublished by the organization itself (post), no named author
Post: Klarna press releases, Klarna press releases, May 14, 2024.
five agents now live supporting our colleagues in core processes
NatWest GroupPublished by the organization itself (regulatory filing), no named author
Regulatory filing: NatWest Group results announcement (the company's own regulatory results report), NatWest Group results announcement (the company's own regulatory results report), July 31, 2026.
It offers a secure way to provide identity documents to NatWest digitally, reducing completion time from days to minutes.
NatWest GroupPublished by the organization itself (post), no named author
Post: NatWest Group annual report, strategic report (the company's own annual publication), NatWest Group annual report, strategic report (the company's own annual publication), February 2026.