Deploy expense agents that enforce company policies, flag exceptions, detect fraud, and route approvals without manual bottlenecks.
Packaged expense platforms struggle when approvals, policies, ERP posting, compliance controls, and regional rules require custom finance logic.
SaaS expense tools enforce their approval flow, not yours. Multi-level, role-based, and region-specific hierarchies break within packaged software.
Platform policy templates cover common scenarios. They don't handle exceptions, regional per diem variations, or employee-grade-specific rules without manual workarounds.
Standard tools export files, but don’t update GLs, cost centers, or coded ERP entries without middleware and manual intervention.
Audit trail depth, PII handling, and regulatory alignment get bolted on after deployment. Finance leaders discover the gaps during audits, not before.
Extracts line-item data from photos, PDFs, and email attachments with structured output, like merchant, amount, date, category, ready for downstream processing.
Maps extracted line items to your GL codes and cost centers using your chart of accounts, not generic categories. Learns from correction patterns over time.
Routes requests through your actual approval hierarchy based on amount, department, employee grade, and policy rules. No hardcoded flows, configurable by finance ops.
Checks every submission against your current policy in real time, as per diem limits, category restrictions, and receipt thresholds, before the request reaches an approver.
Flags duplicate submissions, inflated amounts, off-hour submissions, and pattern anomalies. Produces an audit-ready risk score on every flagged claim.
Applies country-specific, city-specific, and role-specific per diem rates automatically. Reconciles booked travel against actuals and flags overages before reimbursement.
Writes coded, approved expense entries directly back to your ERP, GL account, cost center, project code, and tax classification. No manual re-entry.
Tracks spending against department and project budgets in real time. Alerts finance managers when thresholds approach and blocks submissions that would exceed hard limits.
Triggers reimbursement workflows once approval is complete, connects to payroll or payment rails, and logs disbursement back to the finance system.
Converts and codes expenses across currencies at transaction-date exchange rates. Handles multi-entity reporting structures and inter-company allocations.
Matches vendor invoices against POs and receipts, flags discrepancies, and routes exceptions for resolution before AP processing.
Accelerates close by automating accruals, flagging open items, and generating reconciliation reports across all expense categories.
Automate policy compliance, accrual entry, and audit preparation, reducing close cycle time and giving controllers real-time visibility into committed spend.
Match invoices to POs at scale, reduce duplicate payment risk, and cut the manual processing load on AP teams handling high invoice volume across vendors.
Enforce spend category rules and preferred vendor policies at the point of request, before the expense is incurred, not after it's submitted.
Automate T&E workflows end-to-end: pre-trip policy check, receipt capture on return, per diem calculation, approval routing, and reimbursement disbursement.
Generate immutable audit trails on every expense decision, who approved, what policy applied, what the agent flagged, ready for internal and external review at any point.
Handle multi-entity, multi-currency, and multi-jurisdiction expense processing within a single agent system, without requiring regional teams to run separate workflows.
Individual agents handle discrete tasks well. Getting them to coordinate, without producing errors at the handoff points, is where the engineering work happens.
Get a QuoteAn orchestrator agent manages task delegation, monitors downstream agent output, and handles exceptions. Specialist agents execute single functions precisely. Neither role bleeds into the other.
Agents retain context across the expense lifecycle, from initial submission through approval, reconciliation, and reimbursement, so nothing requires re-processing or human re-entry at each step.
Agents read and write to your finance and HR systems directly, pulling employee records, cost centers, and approval hierarchies from HRMS; posting coded entries to ERP. No manual exports.
High-risk exceptions, policy edge cases, and low-confidence categorizations route to human reviewers with full context. The agent pauses, waits, and continues once the human decision is recorded.
Every agent action, like what it received, what rule it applied, and what it decided, is logged to an immutable record. Audit-ready by default, not as a feature added later.
We don't start with a technology recommendation. We start with your workflows, your policy documents, and your ERP configuration, then design the agent architecture around what you actually run.
Map expense workflows, submission triggers, approval chains, exception paths, ERP posting rules, and compliance requirements across regions and employee grades.
Audit ERP data quality, HR system completeness, receipt formats, transaction volume, and historical expense records before defining the agent architecture.
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Define tax, privacy, audit trail, access control, retention, and regional policy requirements before any automation logic is built.
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Design the agent graph, memory model, and LLM stack based on data sensitivity, latency requirements, and accuracy benchmarks.
Build and test read/write integrations with finance systems using your APIs, real data structures, and posting rules.
Test agents against historical expense data to measure categorization accuracy, policy flag precision, and approval routing correctness.
Deploy to a defined transaction subset with human reviewers, daily decision reviews, correction loops, and controlled scope expansion.
Scale to full volume with observability, drift detection, scheduled retraining, and updates as policies or ERP configurations change.
Outcomes:
We don't resell SaaS platforms or add an implementation fee to a third-party tool. Every engagement produces a system your team owns, running on your infrastructure, with no per-seat licensing dependency.
Our engineering teams have built expense systems for multi-entity enterprises, global T&E programs, and regulated finance environments. The policy and compliance knowledge is already in-house.
SAP, Oracle, Workday, Dynamics, NetSuite; we've built read/write integrations against all of them, using API-first architecture designed to survive ERP version upgrades.
We don't deliver prototypes or demos. Every engagement produces a system that processes real transactions at production volume, with monitoring and drift detection in place.
When the engagement closes, you own everything, like agent code, integration layers, documentation, and training data. No licensing, no dependency on Folio3 infrastructure.
One team from discovery through deployment and ongoing support. You don't manage handoffs between a strategy firm, a systems integrator, and an offshore build team.
Don’t let manual expense reviews create bottlenecks at month-end. Streamline approvals, catch exceptions faster, and keep your close process moving with smarter expense review workflows.
Fill the form below or Contact us at +1 408 365-4638 / email us via contact@folio3.ai
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+1 408 365-4638
contact@folio3.ai
6701 Koll Center Parkway, #250 Pleasanton, CA 94566
