AI for private equity
AI use cases your business could have tomorrow
- LD-006Lead generationLive in 60 days
PE portfolio and platform mapping
Maps private equity firms to their portfolio companies and platform strategies so one relationship opens many accounts
- EX-028ExecutiveLive in 45 days
Post-acquisition catalog harmonization
Maps the acquired company's item, customer, and supplier records to the parent's masters using semantic matching
- EX-027ExecutiveLive in 45 days
Board and lender reporting pack extraction
Extracts covenant terms, reporting obligations, and required metrics from credit agreements into a reporting calendar
- EX-029ExecutiveLive in 60 days
Cross-system reporting warehouse
Unifies ERP, MES, QMS, and CRM data into one warehouse feeding BI without a multi-year data project
- IT-018IT and dataLive in 60 days
Machine and historian data pipeline
Connects to controllers, historians, and plant control system (SCADA) to land time-series production data in a queryable warehouse
- LD-008Lead generationLive in 60 days
Contact discovery and verification
Finds and verifies decision maker contacts at target accounts and appends role, tenure, and reporting context
Case studies in financial services
What it changed, measured in the work itself.
Start with a 30-day blueprint
A forward-deployed engineer maps how your business runs and shows you where AI pays off. Flat cost, defined outcome.
More in financial services.
Investment banking- Deal file and pipeline hygiene
- Relationship history kept current
- Coverage reporting
Payments- Merchant and prospect enrichment
- Self-service reporting for commercial teams
- Competitor and market targeting
Insurance- Claims file intake and triage
- ACORD form extraction
- Loss run consolidation