Lending Automation Complete Guide
Manual to 90%+ STP: the technology, operating model, and roadmap for automating regulated lending.
The technology, the operating model, and the 12-month roadmap that lenders use to go from manual processing to 90%+ STP.
Manual lending takes 14 days. Automated lending takes 30 minutes. Here's what changes, and how to get there.
STP rate (personal)
80–95%
STP rate (mortgage)
40–70%
STP rate (commercial)
15–35%
Cost reduction
60–80%
Decision engine execution time
< 3 s
Processing time
< 30 min
Same application, two operating models
A $35k personal loan application processed by hand vs by platform.
Manual
14 days · 7 handoffs · 3 re-keys
Day 0
Application received via email
Day 1
Re-keyed into LOS · documents scanned
Day 3
Credit officer review · request more docs
Day 7
Bureau pull · serviceability calc · cross-check
Day 11
Decision · letter posted
Day 14
Customer accepts · settlement booked
Automated
28 minutes · zero re-keys · audit-complete
0:00
Application submitted (mobile / broker / API)
0:02
Identity + AML + CDR fan-out completes
0:04
Pre-bureau eligibility verified
0:18
Multivariate rules evaluate · decision returned
0:23
Approval letter generated · e-signature sent
0:28
Customer accepts · funds disbursed
STP rates by product complexity
Straight-through processing varies, but every category gains.
Personal loans & credit cards
80–95%
Residential mortgages
40–70%
Commercial lending
15–35%
A 12-month roadmap
Sequenced delivery: value at every milestone, not just at the end.
M1
M2
M3
M4
M5
M6
M7
M8
M9
M10
M11
M12
Foundation
M1–3
Platform setup, core integrations, basic workflows, parallel operation
Rules implementation
M3–6
Credit policies, serviceability calcs, risk-based pricing, exception routing
Document automation
M4–7
Classification, data extraction, verification integration, e-signature
Optimisation
M6–12
Exception analysis, product expansion, AI capabilities, self-service
The four numbers your CFO will track
90% — STP rate
% of apps with zero manual touch
–62%
Cost per app
Labour + tech + overhead reduction
< 3s
Decision engine execution
p99 multivariate evaluation
100% — Quality
First-time-right · audit complete
Go deeper in this series
In-depth guides in the lending automation cluster.
Lending automation ROI
How to quantify savings, throughput, error reduction, and revenue gains, then build a credible business case.
Straight-through processing
What STP really means, benchmarks, barriers, and how to improve rates.
Cut the cycle time
Next step
Want help applying this to your products and process? We’ll walk you through a tailored demo.