Services · Two signature offerings
Fixed-scope engagements. Partner-delivered. Production-grade. Two ways to work with A-MLIA, both optimized to ship value in weeks rather than quarters.
Offering 01
Any industry. Any repetitive process. Four weeks to a deployed, adopted solution. Fixed price.
Discovery
Build
Build
Deploy
Applicability
Deliverables
Offering 02
Regulator-ready challenger models built with modern ML. Documented, defensible, accepted.
Regulator-ready by design
OSFI E-23
Canadian model risk management
IFRS 17
Insurance contracts standard
Solvency II
EU insurance capital framework
LICAT
Life insurance capital adequacy
ML challenger stack
01
GLM · GAM
Baseline interpretable models for regulator discussion
02
Gradient Boosting
XGBoost, LightGBM — nonlinearity without opacity
03
Neural Networks
Deep tabular models for high-dimensional risk data
04
Ensemble methods
Stacking, blending — best-of-all for final production
Applicability
Deliverables
How A-MLIA compares
| A-MLIA | Big 4 | Solo / Freelance | SaaS tools | |
|---|---|---|---|---|
| Partner-level delivery | ✓ | ~ | ✓ | ✗ |
| AI-native tooling | ✓ | ~ | ~ | ✓ |
| Regulatory rigor | ✓ | ✓ | ~ | ✗ |
| Custom to your problem | ✓ | ✓ | ✓ | ✗ |
| Speed (< 3 months) | ✓ | ✗ | ~ | ✓ |
| Mid-market pricing | ✓ | ✗ | ✓ | ✓ |
| International reach · FR+EN | ✓ | ✓ | ✗ | ~ |
Ready to scope your engagement?
20 minutes.
No slide deck, no pitch.