Bespoke System Live

Decision Engine

Three reviewers, three different answers on the same case. Make the call once — then have every reviewer reach it the same way, every time.

Industry
Lenders, sales orgs, retailers — any team that makes the same call thousands of times.
Best for
Operations where the same decision is made by different people, at different times, with different conclusions.
How we work

We sit with your business. We find the operational problem costing you the most. We build the system that fixes it.

The Problem

A consumer lender was approving loans by hand. Three reviewers, three different answers on the same applicant. Volume up, consistency down, and no one could explain why one borrower got 12% and another got 18%. The credit lead stopped opening the disputes folder on Mondays. She already knew what was in it.

What We Built

We sat with the credit team for two weeks before writing a line of code. The fix was a rule engine that scores every applicant in real time. It returns the decision, the rate, and what to do next — and the "why" is right there, which rules fired and which were close. Policies (Conservative, Standard, Growth) swap without touching the code. The same engine now also routes their CRM leads and flags inventory write-downs.

What Changed

Every reviewer reaches the same call on the same applicant. Underwriters spend their time on the genuinely ambiguous cases. Policy tweaks ship in minutes, not sprints, and every decision carries its own audit trail.

Example deployment

One example of how we'd wire this capability. We'd shape it to your business.

Live engine

Same engine, three rule packs. Change an input and the decision, score, action, and audit trail refresh in under a millisecond.

Switching context swaps the rule pack — not the engine.

Policy

Balanced thresholds. The current production policy. Most volume routes here.

ConservativeApprove
Approve ≤ 18 · Decline ≥ 38 · Score 0
StandardApprove
Approve ≤ 30 · Decline ≥ 55 · Score 0
GrowthApprove
Approve ≤ 45 · Decline ≥ 72 · Score 0

Applicant

$4,800
$1,100
712
Full-time
$18,000
24 mo
Metro
0
Decision
Approve
Confidence
99%
Risk score
0/ 100
03055100
Recommended rate
6.5%
Base 6.5% + 0.16/pt
Next: Push to disbursement

Why this decision

0 fired · 0 close
  • Debt-to-income0
    DTI 23% (limit 45%)
  • Loan-to-income0
    Loan/annual income 31% (limit 55%)
  • Credit score0
    Score 712 · near-prime
  • Employment status0
    Status: full time
  • Prior defaults0
    0 prior defaults
  • Loan term0
    Term 24 mo
  • Region risk0
    Region: metro
Confidence99%
Batch mode

Run 50 sample applicants through the engine

Same engine, same policy, 50 fresh inputs. The chart shows how standard scores under the current rule pack.

Want one built for your business? The first conversation is free.

Book a discovery call
How it fits the three pillars

One system, three jobs.

Automation

Routine cases route themselves — disbursed, declined, or escalated — without a human in the loop.

Audit Trails

Every decision logs the rules that fired, the policy in force, and the score. Disputes get answered by replaying the call, not reconstructing it from email.

Anomaly Detection

Not the primary focus for this system.

Analytics

Every decision is scored, logged, and broken down by which rules fired. Switch policies and compare outcomes on the same book before you ship the change.

Next Step

Want one built for your business?

The first conversation is free. And useful either way.