The AI operating layer
for finance.
Collections
Past due & at riskCollections Overview
Sep – Oct 2025Days Sales Outstanding
Trailing 6 monthsDisputes
1 open
Why Order to Cash breaks
Dashboards don't run operations. Passive views leave you with a massive manual click-tax
Modern B2B companies run usage-based, tiered, hybrid, and deeply negotiated contracts. But the systems haven't caught up. The end-to-end contract to cash process is fragmented. Contracts live in your CRM and PDFs. Usage data lives in product databases. Billing logic evolves in spreadsheets. Revenue recognition happens in your ERP. Amendments live in someone's inbox.
77% of companies below $50M ARR and 53% of companies at $50M–$100M ARR still manage close in spreadsheets. At $100M–$500M, it's 39%.
2026 CFO Tech Guide
How Enso works
One AI-powered layer. Full order to cash process. Integrated into your current stack.
Reads contracts from CRM, DocuSign, or PDFs. Codifies SKUs, pricing models, revenue recognition rules, and amendments into executable billing logic.
…The Customer, Acme Corp Ltd., agrees to an annual commitment of $120,000 for the Enterprise Annual plan, inclusive of a 15% volume discount. Tax registration number 27AABCU9603R1ZX. Revenue recognition over 12 months commencing January 1, 2025…
Usage billing software built into Enso. Ingests product usage data from any source and prices it against contract terms automatically.
| Meter | Type | Rate | This Month |
|---|---|---|---|
| API Calls | Usage-based | $0.001/req | 1,247,832 reqs |
| Platform Seats | Flat rate | $400/seat | 12 seats |
| Storage | Tiered | Varies | 342 GB |
| AI Credits | Usage-based | $0.002/credit | 84,201 credits |
Generates accurate invoices on schedule. No manual intervention, no spreadsheet gymnastics.
| Description | Amount |
|---|---|
| Inference API — 6,482,100 tokens @ $0.002 | $12,964.20 |
| Fine-tuning — 840M tokens @ $0.001 | $840.00 |
| Embeddings — 2,100,000 req @ $0.0001 | $210.00 |
| Committed Use Discount (15%) | −$2,102.13 |
Produces compliant rev-rec entries directly in your ERP, ready for audit.
| Month | Usage | Recognized | YTD | Status |
|---|---|---|---|---|
| Jan 2025 † | 6.2M reqs | $8,333 | $8,333 | Posted |
| Feb 2025 | 9.8M reqs | $9,800 | $18,133 | Posted |
| Mar 2025 | 13.4M reqs | $13,400 | $31,533 | Posted |
| Apr 2025 | ~16M reqs | $16,000 | $47,533 | Forecast |
Tracks payment status and accelerates cash collection with automated follow-ups and reconciliation.
Nimbus AI disputes the overage charge. Contract §4.2: 2,000 API calls/mo included · metered usage 2,840 calls. Journey paused pending your decision.
Bypass the NetSuite click tax
Orchestrate complex configurations, invoice matching, and ledger audits in plain text.
- Intelligent ERP Orchestration: Instruct Aiko in plain text chat instead of navigating dozens of nested menus and forms.
- Automated Reconciliation: Run pre-flight validations and three-way matching to catch anomalies before they hit your ledger.
- Private & Flexible AI: Run frontier models via MCP or fast open-source models so your data never leaves your infrastructure.
initechAPI Requests ($0.05/req, $500/mo min)bill_initech_8921.pdf...| Line Item | PO Amt | Bill Amt | Status |
|---|---|---|---|
| API Requests (240k reqs) | $12,000 | $12,000 | Match ✓ |
| Contract ID | SKU | ARR Value | Expires |
|---|---|---|---|
ctr_gbx_09 | Enterprise Suite | $84,000 | in 45 days |
ctr_gbx_14 | Add-on Support | $12,000 | in 82 days |
Contract ctr_xyz is marked 'active' but the SKU arrIncluded is set to 0. This is currently omitted from the ARR Dashboard.
Customer GlobeX billing anniversary cycle was changed without a corresponding proration adjustment.
Salesforce and NetSuite start talking to each other. Invoices get generated on their own. RevRec is done without a problem. My team and I sleep better.
Order to Cash, fully automated
Enso connects your existing finance tools, CRM, and ERP into a single continuous ledger-backed workflow.
Deal Capture & Sync
The moment a deal is won, contract details and client data sync automatically with zero manual entry.
Closes & Pricing Terms
Parse structured and unstructured contract terms into executable billing schedules and rules.
Usage & Event Ingestion
Ingest and aggregate high-volume consumption events and usage data from database sources.
Billing & Tax Calculations
Apply contract pricing models, aggregate usage, check discounts, and calculate tax rates globally.
Multi-Channel Processing
Collect global payments securely via cards, direct debits, and local bank transfers.
Reconciliation & Dunning
Automate smart retry sequences for failed cards and reconcile bank payouts to invoices instantly.
ASC 606 & ERP Ledger
Amortize contract values automatically and post auditable journal entries directly to your ERP.
Real-Time CFO Insights
Power custom dashboards with synchronized, clean, and real-time revenue performance data.
Enso in the real world
Multi-continent revenue operation
3 continents, multiple SKUs, Databricks and NetSuite
- Codified spreadsheet-based billing logic into an executable system
- Automated revenue entry processing end-to-end
Post-acquisition consolidation
3 acquired entities, 100+ financial services clients
- Unified revenue recognition across separate legal entities
- Normalized metering and contract terms
- Transformed manual reconciliation into automated operational output
Revenue should be explainable, auditable, and predictable.
Enso is built with enterprise-grade security and compliance standards, giving finance teams the confidence to run mission-critical billing on top of it.
