AI Solutions · Recommendation Systems
Show every customer the thing they’ll actually take.
Custom recommendation engines built on your transaction and behavior data — real-time, explainable, and tuned to your margin, not just your click-through. From retail to lending.
Book a free diagnostic →
Real-time
recommendations at the decision moment
90 Days
from kickoff to production
30+
projects across pricing, risk, fraud and operations
Generic personalization recommends the obvious.
Off-the-shelf engines optimize clicks and surface the bestsellers everyone already found. The margin is in the non-obvious match — the product, plan, or deal structure this customer takes that a lookalike wouldn’t.
From retail to lending, the pattern holds: recommendations pay when they’re built on your own data and tuned to your economics.
How it works
Learn from behavior
Transaction history, browsing, and context — the signals that predict what this customer actually values.
Rank by your economics
Objective functions aligned to margin, retention, or utilization — the business outcome, not just engagement.
Explain the match
Every recommendation carries its why — trust for customers, defensibility for regulated products.
Serve in real time
Embedded at the decision moment: the product page, the quote flow, the agent desktop.
What you get
- ✓A recommendation engine trained on your own transaction and behavior data
- ✓Objective functions aligned to margin and retention, not just clicks
- ✓Explainable matches — every suggestion carries its reasoning
- ✓Real-time serving integrated into your product or agent workflow
Start with Structure
Get Your Free Business Physics Diagnostic
20 minutes. We’ll show you where variance is costing you money.
In 20 minutes, we’ll map the hidden forces driving your outcomes - and show you exactly where variance is costing you money.
No pitch. No fluff. If there's no structural insight, we'll tell you.
You'll leave with
- ✓The 3 dominant forces shaping your results
- ✓Your top noise sources (and which ones are fixable)
- ✓A Predictability Score for your current system
- ✓A 90-day action plan - whether you work with us or not
Ready to map the physics?
Private, explainable, and deployment-ready systems.
A 20-minute structural assessment. Zero fluff.
Not ready to talk?
Get the Self-Assessment →Download our 1-page Business Physics Self-Assessment and diagnose your own system.