Lab Projects
Where ideas become working systems.
Our Lab is where we explore ideas beyond strategy — turning business problems and technology possibilities into working prototypes, experiments and reusable accelerators.
Some evolve into client solutions. Some become accelerators. Others simply help us understand what works — and what doesn't.
Revenue Recovery Engine
An AI-assisted approach to receivables recovery. A proof-of-concept exploring how AI can help businesses assess overdue invoices, identify recovery opportunities and recommend appropriate recovery strategies. Status: POC / Exploration.
Proprietary Intelligence Scoring
Three scores — Risk, Reputation, and Financial Health — computed per customer, not per invoice. Together they generate a composite score that tells you exactly where to focus, what strategy to use, and how hard to push — before you've sent a single message.
AI-Generated Recovery Plans
Every recovery plan is built around the customer's specific score, payment history, pattern flags, and invoice value — not a generic template. When a payment is received, the plan is regenerated in real time so strategy always reflects the current reality, not last week's.
Intelligent Tone Escalation
Follow-ups automatically shift from friendly reminder to firm notice to formal escalation — based on days overdue, client history, and detected payment intent. Professional at every stage. Never robotic. Never repetitive. Never the reason a good client relationship ends.
Pattern Intelligence & Customer Profiling
RRE builds a live intelligence profile for every business you invoice — detecting behavioral patterns like chronic partial payments, escalation dependency, and high-value invoice avoidance. The system doesn't just react to late payments — it anticipates them.
Think → Build → Evolve → Deliver
How Lab ideas move from problem to solution.
This is particularly aligned with our Think → Build → Evolve → Deliver philosophy.
THINK
Problem
Identify a meaningful problem.
BUILD
Prototype
Create a practical prototype.
EVOLVE
Learn
Test, learn and refine.
DELIVER
Solution
Turn validated ideas into real solutions.
Have a Problem Worth Exploring?
Let's discuss the business problem and whether an exploratory approach makes sense.