Debt Intelligence Platform
A venture to build a debt and credit intelligence platform for lenders and risk teams.
Summary
Debt Intelligence Platform is a venture focused on turning debt, filing, and distress signals into a working product for credit, underwriting, and portfolio monitoring teams.
Why now
Credit monitoring is still fragmented across filing systems, manual review, and static reporting. This venture uses the NO BS! data spine to create a faster operating layer for risk and portfolio teams.
- • Credit teams do not just need data. They need clarity on what changed, why it matters, and what requires action.
- • Debt Intelligence Platform takes the NO BS! model into a high-value workflow where timeliness, interpretation, and monitoring matter as much as coverage.
- • It is built to make risk review faster and borrower intelligence more usable.
- • Access to the current venture round
- • Direct updates on signal model progress and rollout milestones
- • Priority visibility into lender design partner traction
- • Early access to investor briefings on product and go-to-market progress
- • Early access to all product builds
- • Build the debt signal model and borrower monitoring workflow
- • Expand coverage for charges, insolvency, and credit filings
- • Ship portfolio workflows, benchmarking, and committee summaries
- • Fund lender design partner rollout and scoring calibration
Product scope
- • Private credit and special situations teams
- • Banks, lenders, and underwriting teams
- • Risk and portfolio monitoring functions
- • Advisory and restructuring teams watching distress signals
- • Debt-focused company screening and segmentation
- • Credit risk views combining filings, charges, insolvency, and red flags
- • Portfolio watchlists with live alerts on deteriorating signals
- • Company-level debt and distress timelines
- • Comparative benchmarking across sectors and borrower groups
- • AI summaries for committee prep and ongoing monitoring
- • Turn raw debt and risk signals into a usable software product
- • Support underwriting, monitoring, and special situations workflows
- • Position NO BS! inside a higher-value credit intelligence market
Full venture brief
Build the fastest debt and credit intelligence operating surface for teams that need to spot risk sooner and act with more context.
Borrower monitoring is slow because critical signals are scattered across filings, charges, notices, and external context, leaving teams to do manual interpretation under time pressure.
- • Credit analyst screening a new borrower or target
- • Portfolio manager monitoring existing borrower exposure
- • Risk lead escalating deteriorating companies
- • Special situations team identifying early distress signals
- • Make debt-related signals easier to screen and interpret
- • Support both pre-deal and portfolio monitoring use cases
- • Reduce manual review time for committees and watchlists
- • Create differentiated alerting around credit deterioration
- • Replacing a core loan management system
- • Offering audited ratings as a regulated rating agency
- • Becoming a generic accounting platform
- • Screen companies by debt- and risk-oriented filters
- • Review borrower timelines for filings, charges, and warning signals
- • Create monitored watchlists with alert thresholds
- • Generate committee notes and portfolio summaries
- • Compare borrower groups across sectors and risk buckets
- • Debt and credit signal taxonomy across charges, insolvency, filings, and derived risk markers
- • Timeline view for changes affecting borrower quality
- • Watchlists and alert routing for monitored exposures
- • Benchmarking views across sectors, sizes, and cohorts
- • AI-generated borrower briefs and risk summaries
- • Export and reporting support for internal credit committees
- • Time saved per borrower review
- • Watchlist usage and alert engagement across active teams
- • Percentage of monitored companies with recurring analyst activity
- • Adoption across underwriting and portfolio monitoring teams
- • Phase 1: debt signal explorer and borrower timeline beta
- • Phase 2: watchlists, alerts, and committee-ready summaries
- • Phase 3: portfolio benchmarking and expanded lender workflows
Investor deck
1. The product
Debt Intelligence Platform gives lenders and risk teams a debt-first view of company health and change.
2. The problem
Debt and credit teams still spend too much time collecting signals before they can even start assessing them.
3. Why NO BS! fits
The NO BS! data spine is already structured around company intelligence, event monitoring, and explainable signals.
4. What the raise funds
The raise funds debt-specific data enrichment, scoring logic, and monitoring workflows.
5. Outcome
A differentiated credit intelligence product that makes borrower review and monitoring materially faster.
Want to invest in this venture or back the studio?
You can use this venture brief as the starting point for a direct investment conversation, or talk to us about investing in the studio as a whole.