How does the autonomous 5-stage cadence work?

Jaktra continuously monitors invoice due dates and aging buckets. Based on your schedule configuration, it automatically advances accounts through 5 staged notices: from courteous pre-due reminders to firm overdue follow-ups and final demand notices. You configure the delay between stages and can require manual approval before any stage dispatches.

What happens when a debtor disputes an invoice?

The moment a debtor replies or submits a dispute through the self-service portal, Jaktra immediately pauses all cadence timers for that invoice. This prevents inappropriate automated collection notices while an issue is under review. Disputes are categorized with reason and notes, and an AI-drafted reply proposal is prepared for your team.

Does Jaktra send emails from my own domain?

Yes. Jaktra integrates directly with your SendGrid, Resend, or custom SMTP server. All outbound reminders and escalation notices originate from your verified business address (e.g., billing@yourcompany.com) with full SPF, DKIM, and DMARC alignment.

Can debtors set up installment payment plans?

Yes. When debtors access their secure portal, they can request structured multi-part payment plans. Once approved, Jaktra generates individual installment schedules and tracks partial settlements, keeping collection cadences paused as long as installments remain on track.

How do debtors pay invoices through the portal?

Every notification includes a tokenized, zero-friction link to a branded Debtor Portal. Debtors require no password or login. They can view line items, download PDF copies, submit notes, and settle immediately via integrated online checkout (e.g., Razorpay).

Can we control escalation tones and copy?

Absolutely. Each of the 5 escalation stages has customizable subject lines, email templates, and AI tone prompts (from courteous reminders to firm formal demand letters). You retain complete authority over your brand voice.

How do I import existing invoices into Jaktra?

You can bulk-import invoices via CSV upload or synchronize them via our REST API. Jaktra automatically parses customer details, line items, currency, issue dates, and due dates, instantly slotting each account into its correct aging bucket.

How is debtor data isolated and secured?

Jaktra enforces strict tenant isolation at the database layer. All sensitive credentials—such as SMTP passwords and payment gateway secrets—are encrypted with AES-256 at rest. Webhook payloads are cryptographically signed using HMAC SHA-256, and data in transit is protected by TLS 1.3.

Is there an audit log of all communications?

Yes. Jaktra maintains an immutable, tenant-scoped Activity Log recording every event: email dispatch and delivery status, debtor payment link views, dispute submissions, installment agreements, and manual cadence overrides.

What is included in the Free plan?

The Free plan includes up to 10 active invoices and 1 user seat with full access to the 5-stage cadence engine, debtor portal, CSV import, dispute detection, and SendGrid/SMTP delivery. It is permanently free with no credit card required.

Can multiple team members access the workspace?

Yes. Jaktra supports role-based team management (Admin, Member, and Auditor). You can invite finance colleagues with specific permissions, allowing AR specialists to manage cadences while safeguarding tenant configuration.

What happens if an email bounces or delivery fails?

Jaktra captures webhook delivery events and tracks bounces or drops. Unrecoverable failures are routed to a built-in Dead-Letter Queue (DLQ) with diagnostics, ensuring your team can inspect issues without losing track of overdue accounts.

Credit Delinquency & B2B Payment Forecasting Guide

How to Identify At-Risk Debtors Early: A Practical Guide to Receivables Risk Scoring

Chasing every overdue invoice with equal effort wastes finance hours while high-risk accounts slip into default. Discover how multi-vector risk scoring identifies high-risk debtors early, prioritizes collector attention, and prevents bad debt write-offs.

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4 Vectors

Multi-Feature Risk Analysis

4 Tiers

Low to Critical Stratification

Real-Time

Event-Driven Score Adjustments

Live Delinquency Risk Scoring Simulator

Adjust the invoice parameters below to observe how Jaktra's algorithm dynamically scores default probability.

Invoice Amount: $12,500

$1,000$25,000$50,000+

Days Overdue: 14 Days

1d20d45d

Follow-Up Touches Sent: 2 Contacts

036+

Debtor Historical On-Time Rate: 75%

20% (Unreliable)60%100% (Pristine)

MEDIUM RISK

Calculated Delinquency Probability

38 / 100

Jaktra AI Action Directive:

Firm administrative follow-up. Inquire regarding accounts payable batch schedule and offer self-serve portal links.

Core Algorithmic Foundations

How Jaktra avoids simple FIFO dunning and prevents bad debt write-offs.

01Vector 01 • 35% Weight

Temporal Aging Dynamics vs. Flat Counting

Default risk accelerates non-linearly after Day 21 and spikes exponentially past Day 30. Jaktra's regression model applies non-linear acceleration curves rather than flat daily penalties, ensuring urgent remediation before accounts cross write-off thresholds.

Day 21 Inflection:Accounts crossing Day 21 receive automatic risk weight doubling in the daily autonomous execution queue.

02Vector 02 • 25% Weight

Balance Concentration & Liquidity Exposure

A $50,000 overdue invoice presents existential cash flow risk, whereas a $250 invoice is trivial. Jaktra heavily weights dollar concentration in the risk index, eliminating FIFO blind spots so major accounts are always prioritized.

Liquidity Protection:Guarantees company cash positions are defended by focusing autonomous power where dollars matter most.

03Vector 03 • 20% Weight

Debtor Behavioral Velocity & Loyalty Shield

Long-standing enterprise clients who routinely pay on Net 45 shouldn't be alienated with aggressive legal notices on Day 32. By tracking historical remittance patterns, Jaktra preserves buyer rapport while flagging truly erratic payers.

Commercial Rapport:Proven on-time track records soften the escalation trajectory, framing early contact as polite check-ins.

Frequently Asked Questions: Delinquency Risk Scoring

Learn how our multi-vector scoring model adapts to historical patterns and real-time events.

Jaktra's AI risk engine (ai-service/src/risk/scorer.py) analyzes four key data vectors for every open invoice: temporal days overdue (35% weight), outstanding balance exposure (25% weight), debtor responsiveness / follow-up attempts (20% weight), and the client's historical on-time payment track record (20% weight).

Prioritize AR Recovery with Predictive Machine Learning

Eliminate guesswork and recover high-risk receivables before they default. Free during Early Access with zero credit card required.

Get started free Calculate your DSO ROI

No credit card required • Deploy in 15 minutes • AES-256 encrypted