Insights & Perspectives
Research, analysis, and perspectives on cash flow-based lending, covenant monitoring, and the future of private credit.
From Power Tools to Finished Rooms: How CovenantIQ Augments Analyst Judgement with AI
Loan monitoring is full of repetitive prep work that crowds out real credit analysis. CovenantIQ's AI Agent Platform takes on the heavy lifting — surfacing trends, anomalies, and DSCR impacts the moment new data arrives — so analysts can focus on judgment.
Australia's Private Credit Reckoning: How Regulators Are Redefining What "Good" Looks Like
Australia's private debt market has reached A$224 billion in AUM, and ASIC is responding with stricter expectations on valuations, liquidity, credit risk, and governance. Five themes from ASIC 814 — and how lenders can move from quarterly hindsight to continuous insight.
Security and Data Stewardship at CovenantIQ
Sharing borrower financials over email and Dropbox no longer meets the security bar lenders and regulators expect. A look inside how CovenantIQ handles authorization, data onboarding, SOC 2 controls, and AWS best practices to keep sensitive data protected.
Rethinking Time in Cash Flow Lending
Quarterly covenant reviews are milestones; monthly check-ins are the moments. CovenantIQ keeps the contract quarterly but turns the practice continuous — so lenders and borrowers can act on small issues before they become big ones.
Datos Insights Fintech 50
CovenantIQ recognized in Datos Insights's Fintech 50 — vendors supporting the top trends in commercial banking and payments. An overview of the report and Datos's analysis of the CovenantIQ platform.
Backpacking & Loan Attestations
An analogy from a rainy backpacking trip in the Cascades: how CovenantIQ's attestation workflow turns the monthly reporting hike from an expedition into a well-marked trail — with precomputed EBITDA, structured adjustments, and one-click publishing.
Two Miles in the Dark — and Why the Explosion in Private-Credit Lending Demands Better Gear
A muddy mountain-bike ride through a pitch-black two-mile tunnel becomes a metaphor for monitoring private credit portfolios with Excel and email. Why scaling lenders need helmets, head-lamps, and good brakes — and how CovenantIQ provides them.
Revolutionizing Loan Monitoring with AI: How CovenantIQ Transforms Cash Flow-Based Lending
Cash-flow-based loan agreements are sprawling, bespoke, and full of buried adjustments. A look at CovenantIQ's multi-phase AI workflow for extracting covenants, key terms, and EBITDA definitions — and why one perfect prompt is the wrong tool for the job.
Why We Created CovenantIQ
The lower middle-market — 250,000 US companies representing a $3.4T cash-flow-based lending opportunity — remains underserved by traditional finance. The founders' story of why CovenantIQ exists, and how it standardizes the lending workflow.
Financial Spreading Doesn't Cut It: Banks Must Adapt to Scale Middle Market Lending
Financial spreading was built for standardized, low-touch loans — and it can't keep up with cash flow-based lending. Why banks must modernize covenant monitoring to compete with non-bank lenders for the $3.4T middle-market opportunity.
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