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Portfolio

Platform We Built · Financial Services

CollectHQ

AI-powered collections intelligence for financial institutions.

Status
Live platform
Year
2026
Sector
Financial Services
collecthq
CollectHQProduction screenshot pending

31%

Better 60-day recovery rate

12h

Weekly hours returned per analyst

100%

Outreach captured in the activity log

Figures shown are representative examples of the improvement these systems are designed to deliver, not verified client KPIs.

Technology

  • TypeScript
  • React
  • PostgreSQL
  • Supabase
  • Stripe
  • Cloudflare

Services delivered

  • Business Platforms & SaaS
  • Business Process Automation
  • Internal Business Systems
  • AI Automation

Overview

CollectHQ is a collections intelligence platform we designed and built for lenders, credit providers, and finance teams. It scores and sequences every account, runs automated multi-channel outreach, tracks payments and promises against the ledger, and recommends the next recovery action per account — with a full audit trail behind every contact.

Challenge

Collections is typically run from a spreadsheet and an inbox. Follow-up depends on who remembers, high-value accounts get the same treatment as low-value ones, and there is no defensible record when a debt is disputed. Recoverable revenue is lost quietly, and management cannot forecast what will actually land.

Solution

  1. 01

    Built account isolation with database-level access rules so each organisation only ever sees its own data.

  2. 02

    Designed a scoring model weighting balance, ageing, and prior payment behaviour into a ranked worklist.

  3. 03

    Automated multi-channel follow-up sequences with compliant opt-out handling.

  4. 04

    Shipped recovery recommendations, payment tracking, and forecasting so finance leads can commit to a collections number.

Engineering notes

  • Multi-tenant PostgreSQL with row-level security per organisation
  • Scheduled follow-up engine with per-account sending limits
  • Immutable activity log for dispute defence

Business impact

  • Follow-up happens on schedule instead of when someone remembers.
  • Every call, message, and promise is recorded against the account.
  • Finance leads can forecast recovery instead of guessing.

Figures shown are representative examples of the improvement these systems are designed to deliver, not verified client KPIs.

Next step

Book a strategy consultation.

A 45-minute session with a partner. We map your highest-friction workflow, quantify the recoverable hours, and tell you plainly whether an engagement is warranted.