Covenant Monitoring by Ippon

Turn Manual Covenant Checks into a Continuous Compliance Engine.

📋
Problem
Quarterly Spreadsheet Process
400-800 hrs/qtr
AI
Ippon CoE Platform
⚡
AI Covenant Engine
8-Step Lifecycle Automation
80%+ Time Saved
Output
✓
Continuous Compliance
nCino + Snowflake + Salesforce
<1 Day Breach Alert
01Inside the Platform
01 / Ingest

Document intake & extraction

Amazon Textract pulls financial figures from borrower PDFs and Excel submissions in minutes. Handles 500+ documents per quarter with >90% straight-through accuracy - no analyst touch required.

02 / Calculate

Covenant ratio engine

Automated application of leverage, DSCR, liquidity, and coverage formulas to extracted financials. Covenant thresholds pulled directly from nCino - no manual spreadsheet entry, no calculation errors.

03 / Monitor

Exception identification & triage

AI flags breaches and near-breaches within one business day of document receipt. Severity-classified alerts routed to the right analyst with full supporting data attached.

04 / Audit

Reporting & audit trail

Every calculation, exception, and resolution logged automatically in Snowflake. Regulator-ready audit trail built continuously - no quarterly reconstruction scramble before the exam.

02Target Results
Cycle Time / Borrower
15min
vs. 2-4 hours manual
Analyst Hours
80%+
reduction per quarter
Breach Detection
<1day
vs. 5-15 business days
Data Error Rate
<0.5%
vs. 5-8% manual entry
03Build Log
MAR 2026 · PRD v1.2 - greenlit
Full platform PRD complete

Scope finalized: 5 financial covenant types, nCino + Snowflake + Salesforce + SilverLake integrations, 8-step lifecycle automation. Development sprint initiated.

prdplanninggreenlit
FEB 2026 · v0.9
nCino integration mapping complete

Covenant extraction layer maps loan agreement fields to calculation engine inputs. Salesforce alerting flow spec approved. SilverLake payment data ingestion scoped.

ncinointegration
JAN 2026 · v0.7
Document extraction POC - validated

Amazon Textract pipeline processes PDF financial statements with >90% straight-through accuracy on pilot borrower set. Bedrock NLP covenant clause parsing benchmarked.

textractpoc
04The Team
2
FSI Domain SpecialistsCovenant logic & lending
2
AI EngineersBedrock & Textract pipelines
1
Principal ArchitectAWS + Snowflake
1
Integration LeadnCino & SilverLake

Ippon Labs

Category

AI — FSI — Lending

Timeline

Started Q1 2026 — Target Q3 2026

Get updates on progress, early access, and release.