One fabric that automates origination inside the systems you already run. No core migration. No data leaving your walls. Live in 12 weeks.
Fewer than 5% of regulated lenders run meaningful AI automation. The options on the table are all the wrong shape.
Lending workflows live inside legacy cores with multi-year change windows. No room to ship AI.
LOS and LMS giants ship on 18-month cycles and wrap third-party GenAI around legacy platforms.
Cloud-only, probabilistic, hard to audit. The wrong shape for decisions a regulator will read.
Chain fifteen LLM calls at 90% each and you are right 20.6% of the time end to end. Toggle to compare.
accuracy on your task, after fine-tuning on your data
typical accuracy on narrow regulated tasks
One API surface. Sovereign AI inside your perimeter. Rip-and-replace takes 18–36 months. The fabric goes live in 12 weeks.
Deployed in 12 weeks. No core migration.
Model accuracy
After fine-tuning on your data
Lower cost per application
$2K down to $200
To first workflow live
No core migration
Payback period
60–70% ROI, proven in a pilot
Purpose-built models, not LLMs. Each one owns a single decision (a document extractor, an onboarding verifier, a covenant monitor), and every output comes with a full reasoning trace.
Model footprint
No GPU, no cloud contract
Labelled examples to train
Zero to production model
Document extraction, KYB, decisioning, and auto-underwriting, plugged into your portal and core.
Learn more →Covenant and portfolio monitoring, ticklers, payments, collections, and restructuring.
Learn more →ID capture, KYB and BSA/AML screening, and fraud risk scoring, embedded in your channel.
Learn more →Loan contract generation in the servicing flow.
Transaction monitoring in production; onboarding next.
Headless LOS for consumer loan applications.
Ticklers and covenant updates across loan documents.
Headless LMS for covenant monitoring.
Onboarding delivered as a platform service.
Client identities withheld for confidentiality. References available under NDA.
A 30-minute discovery call, a no-obligation ROI assessment, then a 4–6 week pilot on your infrastructure.