


Reconciliations across banks, ledgers, and billing systems are manual and slow, with complex contracts creating frequent breaks.
Agent reads contracts, invoices, and bank data, applies rules, performs three-way matching, and flags only true exceptions.
Eliminates manual recon, for faster closure and fewer write-offs or missed payments.

Approval workflows are slow and opaque, with poor policy adherence and limited budget visibility at request time.
Agent validates requests against policies and budgets, suggests GLs, and orchestrates approvals across stakeholders.
Faster, compliant approvals with better spend control and X% reduction in off-policy purchases.

Vendor onboarding is document-heavy and error-prone, delaying payments and increasing compliance risk.
Agent guides vendors through digital forms, validates KYC and tax data, and routes approvals into ERP systems.
Faster vendor onboarding with cleaner master data and reduced compliance exposure.

AP teams manually key invoices, select tax codes, and validate PO/GRN, increasing errors and delays.
Agent extracts invoice data, suggests tax codes and GLs, and performs two-way or three-way matching before posting.
Higher straight-through processing and reduction in invoice processing time with fewer tax errors.

Finance leaders lack quick, trusted answers on margin shifts and overspending across fragmented systems.
Agent connects ERP, planning, CRM, and data platforms to generate variance analysis and scenario insights.
Faster, evidence-based decisions on pricing, cost optimization, and investment priorities.

AR, AP, and treasury inboxes are overloaded with queries and disputes, causing SLA breaches and delays.
Agent triages emails, links them to ERP transactions, drafts responses, and routes complex cases with context.
Reduced backlog, faster responses, and higher stakeholder satisfaction without increasing team size.

Cash forecasts rely on spreadsheets with limited visibility into inflows, outflows, and scenario impacts.
Agent pulls from ERP, TMS, billing, and CRM to project cash positions and flag upcoming risks.
Improved forecast accuracy and more confident working capital and funding decisions.

Collections teams manually chase customers with limited visibility into disputes and payment commitments.
Agent segments customers, personalizes outreach across channels, tracks promises-to-pay, and escalates intelligently.
Lower DSO, fewer escalations, and improved customer experience in collections.

Audit preparation is reactive, with teams scrambling for evidence and answers under tight timelines.
Agent continuously checks policies, flags gaps, organizes evidence, and prepares audit-ready packs.
Smoother audits with fewer findings and reduction in audit preparation effort.





































