Accountants manually scoured mailboxes to assemble 15 subsidiary workbooks. Now, staff-built AI agents pull invoice data for instant review.
A customer platform software provider serving over 288,000 customers across 135 countries needed to modernize its complex internal financial operations.
Accountants were acting as detective researchers, manually digging through accounts payable mailboxes for context to assemble workbooks for 15 global...
“HubSpot leans into AI in our product, and internally, we want to walk that walk as well.”
AI-powered CRM platform for marketing, sales, and customer service.
Accounting workflow automation platform for financial close management.
Related implementations across industries and use cases
Moving finance in-house introduced complex multi-entity allocations. The team now builds custom AI agents to automate these workflows.
Finance teams spent 8 weeks hunting data in emails and PDFs. AI now drafts requirements from that history in 3 weeks.
Ambiguous data forced manual review. Now, a GPT-5 supervisor routes tasks to sub-agents and surfaces assumptions for verification.
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.
Auditors lost hours manually recalculating financial statements. Now, AI verifies math and consistency so teams can analyze exceptions.
Manual journal entry testing took three days. Automated document matching cuts this to hours, freeing auditors for advisory work.
Accountants manually scoured mailboxes to assemble 15 subsidiary workbooks. Now, staff-built AI agents pull invoice data for instant review.
A customer platform software provider serving over 288,000 customers across 135 countries needed to modernize its complex internal financial operations.
Accountants were acting as detective researchers, manually digging through accounts payable mailboxes for context to assemble workbooks for 15 global...
“HubSpot leans into AI in our product, and internally, we want to walk that walk as well.”
AI-powered CRM platform for marketing, sales, and customer service.
Accounting workflow automation platform for financial close management.
Related implementations across industries and use cases
Moving finance in-house introduced complex multi-entity allocations. The team now builds custom AI agents to automate these workflows.
Finance teams spent 8 weeks hunting data in emails and PDFs. AI now drafts requirements from that history in 3 weeks.
Ambiguous data forced manual review. Now, a GPT-5 supervisor routes tasks to sub-agents and surfaces assumptions for verification.
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.
Auditors lost hours manually recalculating financial statements. Now, AI verifies math and consistency so teams can analyze exceptions.
Manual journal entry testing took three days. Automated document matching cuts this to hours, freeing auditors for advisory work.