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CFO & Finance Controller Planning Tool

Accounts Receivable Automation ROI & Working Capital Calculator

Model the exact financial return of replacing manual collection calling queues with autonomous AI execution. Calculate working capital unlocked, interest expenses avoided, and collector labor reclaimed.

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Enterprise AR Impact Simulator

Adjust your baseline financial variables to project liquidity, labor savings, and net ROI.

Live Model • 100% Free Early Access
$12.0M
$1M$50M
54 Days
35 days (Fast)90 days (Slow)
-16 Days
-5 days-25 days
2 FTEs
1 person8 team members
$45/hr
$30/hr$80/hr (Senior)
8.5%
5% (Prime)14% (Factoring)
0.75%
0.2% (Low)2.5% (High)
Working Capital Freed
$526,027

Down from $1,775,342 currently trapped

Annual Interest Saved
$44,712

At 8.5% credit facility borrowing rate

Collector Hours Saved
912 hrs/yr

Reclaiming $41,040 in finance labor

Bad Debt Mitigated
$28,800/yr

32% write-off prevention via ML risk scoring

Net Annual Financial Impact
$114,552 / year
3-Year Net Benefit: $343,657•Payback Period: Immediate (Free Early Access)•Pricing: 100% Free
Deploy Jaktra & Unlock Liquidity
Economic Impact Analysis

The 4 Financial Levers That Drive AR Automation ROI

Where economic value is generated inside your profit & loss statement and corporate balance sheet.

Lever 01Cost of Capital

Working Capital & Borrowing Cost Avoidance

When DSO is cut by 15–20 days, cash moves from debtor bank accounts directly into your operational accounts. In a 7%–10% interest rate environment, eliminating revolving line-of-credit draws and invoice factoring fees produces immediate, dollar-for-dollar bottom line profit.

Capital Formula: Released Liquidity = (Annual Revenue / 365) × DSO Reduction
Lever 02Labor Efficiency

Finance Labor Productivity & Headcount Leverage

Credit controllers spend up to 40% of their time drafting routine reminder emails, verifying wire arrivals, and compiling statements. Jaktra automates these tasks end-to-end, enabling finance departments to scale volume 3x without hiring additional collectors.

Productivity Gain: Reclaims ~38 hours per collector each month
Lever 03Delinquency Mitigation

Bad Debt & Aging Collapse Prevention

Invoices that reach 90+ days overdue experience an average recovery probability drop to under 50%. Jaktra’s predictive delinquency ML risk scoring stratifies at-risk accounts early and escalates outreach autonomously before invoices solidify into write-offs.

Balance Sheet Protection: ~32% historical reduction in uncollectible debt write-offs
Lever 04Checkout Velocity

Frictionless Digital Remittance Velocity

By replacing cumbersome paper checks and password-protected portals with cryptographically tokenized zero-login links (/i/:token) and instant payment rails, corporate AP teams settle balances in 30 seconds without authentication friction.

Conversion Uplift: 4.8x faster payment checkout vs static PDF attachments
Industry Benchmark Intelligence

Industry DSO & ROI Benchmarks

Measured collection velocity and liquidity gains observed across major B2B industry verticals after deploying autonomous AR automation.

B2B SaaS & Cloud

ARR & Usage Billing
Baseline48 Days
Post-Jaktra32 Days
-16d
Working Capital Freed
$438,000 per $10M ARR
Primary Value Driver

Seat overage dispute triage & Net Retention (NRR) protection

NLP classifies upgrade & license disputes immediately, preventing billing churn.

Explore B2B playbook

Wholesale & Trade Distribution

Trade Credit Net 30–60
Baseline54 Days
Post-Jaktra38 Days
-16d
Working Capital Freed
$526,000 per $12M GMV
Primary Value Driver

Short-shipment claim triage & trade margin preservation

Quarantines damaged goods deductions so undisputed order balances settle on schedule.

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Logistics, Freight & 3PLs

Load Remittance
Baseline58 Days
Post-Jaktra41 Days
-17d
Working Capital Freed
$698,000 per $15M Rev
Primary Value Driver

Detention dispute handling & freight factoring loan exit

Automates load POD verification to eliminate reliance on 3%–5% factoring discounts.

Explore Logistics, playbook

Staffing & Recruiting

Weekly Payroll
Baseline55 Days
Post-Jaktra37 Days
-18d
Working Capital Freed
$493,000 per $10M Rev
Primary Value Driver

Timesheet dispute triage & payroll financing exit

Aligns corporate AP reminders with weekly contractor payroll cycles to preserve cash reserves.

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Commercial Construction

Progress Billings
Baseline72 Days
Post-Jaktra51 Days
-21d
Working Capital Freed
$863,000 per $15M Rev
Primary Value Driver

AIA G702 pay app tracking & retainage milestone release

Systematizes conditional lien waiver exchanges and accelerates general contractor signoffs.

Explore Commercial playbook

Frequently Asked Questions About AR Automation ROI

Key financial questions answered for CFOs, controllers, and finance executives.

AR automation delivers ROI across three distinct financial pillars: (1) Capital Release & Interest Avoidance: Faster payments reduce DSO, unlocking trapped working capital and saving 7%–10% interest on revolving credit lines or invoice factoring fees. (2) Operational Labor Reallocation: Automating repetitive collection emails, statement reconciliations, and routine inquiries frees 35–45 hours per collector monthly. (3) Bad Debt Mitigation: Early sentiment classification and automated cadence escalation reduce write-offs by preventing invoices from aging past 60+ days where recovery likelihood collapses.

Ready to Turn Trapped Receivables Into Working Capital?

Start recovering overdue receivables today with Jaktra. Set up in 15 minutes with zero long-term commitments and full ROI visibility.

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No credit card required • 15-minute setup • AES-256 bank-grade encryption