Manual digging for price spikes slowed 9,000 monthly transactions. Now, an AI agent codes expenses while accountants review edge cases.
A fast-growing AI startup manages global operations, hundreds of vendors, and up to 9,000 monthly transactions with a finance team of ten and a general ledger team of one.
Rapid growth brought a massive influx of vendor subscriptions, but traditional software required manual digging to spot unusual invoices or sudden...
“Each member of our team has an outsized impact due to our focus on using high-leverage tools like Ramp.”
Perplexity is a technology company that specializes in artificial intelligence and machine learning solutions.
Spend management platform with corporate cards and accounting automation.
Related implementations across industries and use cases
Finance teams manually checked every receipt. AI now uses calendar context to auto-verify 60% of spend, leaving only exceptions.
Ambiguous data forced manual review. Now, a GPT-5 supervisor routes tasks to sub-agents and surfaces assumptions for verification.
Onboarding across four platforms required weeks of shadowing. Now, an AI assistant instantly answers Slack queries so new hires self-serve.
Ambiguous data forced manual review. Now, a GPT-5 supervisor routes tasks to sub-agents and surfaces assumptions for verification.
A single provider left 60% of leads blank. AI agents now scan earnings and sites, doubling coverage to 80% with systems built in hours.
Scattered spreadsheets couldn't catch AI hallucinations. Now, automated LLM judges evaluate every prompt change to block regressions.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Manual spot-checks missed duplicates. AI now audits 100% of spend, catching $20k in errors and reclaiming 160 hours for analysis.
Managers spent hours synthesizing reports. AI now drafts briefings 90% faster, saving sales teams an hour daily.
Manual digging for price spikes slowed 9,000 monthly transactions. Now, an AI agent codes expenses while accountants review edge cases.
A fast-growing AI startup manages global operations, hundreds of vendors, and up to 9,000 monthly transactions with a finance team of ten and a general ledger team of one.
Rapid growth brought a massive influx of vendor subscriptions, but traditional software required manual digging to spot unusual invoices or sudden...
“Each member of our team has an outsized impact due to our focus on using high-leverage tools like Ramp.”
Perplexity is a technology company that specializes in artificial intelligence and machine learning solutions.
Spend management platform with corporate cards and accounting automation.
Related implementations across industries and use cases
Finance teams manually checked every receipt. AI now uses calendar context to auto-verify 60% of spend, leaving only exceptions.
Ambiguous data forced manual review. Now, a GPT-5 supervisor routes tasks to sub-agents and surfaces assumptions for verification.
Onboarding across four platforms required weeks of shadowing. Now, an AI assistant instantly answers Slack queries so new hires self-serve.
Ambiguous data forced manual review. Now, a GPT-5 supervisor routes tasks to sub-agents and surfaces assumptions for verification.
A single provider left 60% of leads blank. AI agents now scan earnings and sites, doubling coverage to 80% with systems built in hours.
Scattered spreadsheets couldn't catch AI hallucinations. Now, automated LLM judges evaluate every prompt change to block regressions.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Manual spot-checks missed duplicates. AI now audits 100% of spend, catching $20k in errors and reclaiming 160 hours for analysis.
Managers spent hours synthesizing reports. AI now drafts briefings 90% faster, saving sales teams an hour daily.