Credit Risk Data and Analytics for Insurers
Independent, bank-sourced credit consensus on 125,000+ corporates, financials, funds and sovereigns — the unrated universe that dominates insurance investment portfolios, underwriting books and counterparty exposures. Turn bank intelligence into insurance advantage, whether you write life, specialty credit or reinsurance.
The challenge
Insurers are credit institutions in everything but name. A typical large insurer carries an investment portfolio measured in hundreds of billions, underwrites credit and political risk on counterparties most rating agencies have never covered, holds bank and reinsurer exposures in the trillions, and answers to risk-based capital regimes — from Solvency II and Solvency UK to the NAIC’s RBC framework in the US, South Africa’s SAM and the regimes rolling out across Asia — that ask ever more pointed questions about how those credit views were formed.
Five constraints define the operating reality for modern insurers:
- Limited PD coverage on unrated and private counterparts — most insurance investment portfolios and underwriting books are dominated by names that traditional rating agencies do not cover; in the UK, around 97% of corporates are unrated.
- Capital drag from unrated exposures — under risk-based capital regimes including Solvency II and Solvency UK in Europe and the NAIC’s risk-based capital (RBC) framework in the US, unrated exposures attract materially higher capital charges than rated equivalents, a drag on returns from private debt, infrastructure and commercial real estate. Insurers are increasingly using Credit Benchmark’s consensus ratings as an independent check alongside — not a replacement for — NAIC Private Letter Ratings.
- Delayed, backward-looking signals — public ratings and financial statements lag the underlying credit cycle, leaving portfolio teams reacting to deterioration rather than anticipating it.
- Manual, time-pressured underwriting — credit, trade credit and political risk underwriters need to say yes (or no) faster than ever, often on counterparties with no rating and limited public disclosure.
- Rising regulatory scrutiny — supervisors increasingly expect independent validation of internal credit views, model assumptions and stress test inputs across the investment book, the underwriting book and the reinsurance dialogue.
How Credit Benchmark can help you
Credit Benchmark is the world’s largest source of bank-contributed credit consensus data, drawn from the internal credit views of 40+ contributing banks — including roughly half of the world’s Global Systemically Important Banks (G-SIBs). Those views are aggregated and anonymized into independent Credit Consensus Ratings (CCRs) and probability of default (PD) estimates on 125,000+ corporates, financial institutions, funds, sovereigns and non-bank counterparties — most of which carry no rating from a traditional agency.
For insurers, the data turns bank intelligence into insurance advantage. The same independent credit reference point that banks build into their internal risk frameworks now sits across the insurance business — informing life insurers’ investment and capital decisions, sharpening specialty credit, trade credit, surety and political-risk underwriting, strengthening reinsurance and counterparty oversight, supporting regulatory capital optimization across Solvency II, Solvency UK, US RBC and other regimes, and giving the chief risk officer an externally sourced benchmark that holds up to regulators, rating agencies and the board.
Who we serve
Insurance is not a single business. A life insurer backing annuities with a vast investment portfolio, a specialty underwriter writing trade credit, surety and political risk on unrated obligors, and a reinsurer assuming risk from cedants while running its own investment book face very different credit problems. So rather than group by use case, the sections below address each segment in turn — who they are, why independent credit consensus matters to them, and how they put Credit Benchmark to work. All three draw on the same independent, bank-sourced view of the unrated universe.
How banking teams use Credit Benchmark
Life Insurance
Reduce the capital drag of unrated private assets under Solvency II, RBC and other risk-based regimes — with weekly consensus ratings that surface credit deterioration before public ratings catch up.
Life insurers and annuity writers are among the largest institutional credit investors in the world — across the US, Europe, the UK, South Africa and Asia. Their balance sheets concentrate in long-dated, illiquid, privately negotiated credit — private debt, infrastructure, commercial real estate and structured credit — to back annuity and savings liabilities. Under risk-based capital regimes worldwide — Solvency II in the EU, Solvency UK in the UK, the NAIC’s risk-based capital (RBC) framework in the US, Bermuda’s BSCR, South Africa’s SAM and the risk-based regimes across Asia — the limited agency coverage of those assets carries a direct capital cost: unrated exposures typically attract materially higher capital than rated equivalents. And when credit deterioration comes, it tends to show up in bank-internal views well before public ratings catch up.
Credit Benchmark addresses both problems with one dataset: independent consensus ratings on the unrated names that drive capital drag, refreshed weekly to surface deterioration earlier.
How life insurers use Credit Benchmark
- Capital efficiency on unrated investments — apply independent Credit Consensus Ratings to private debt, infrastructure and commercial real estate for more capital-efficient treatment under Solvency II/UK, the US NAIC framework and other capital regimes.
- Annuity and pension risk transfer pricing — bring independent ratings on illiquid assets into bulk annuity and PRT pricing and portfolio construction, supporting more competitive bids.
- Forward-looking deterioration signals — Opinion Change Indicators, Credit Risk Indices and dispersion analytics flag credit weakening on infrastructure, utility and corporate exposures months before public ratings move.
- Asset-liability management — incorporate consensus PD trends, transition matrices and sector indices into long-dated ALM scenarios and reinvestment assumptions.
- Counterparty oversight — independent ratings on the reinsurers, banks, custodians and derivatives counterparties behind annuity and asset-intensive structures.
- Capital relief and SRT investing — assess long-dated, floating-rate exposure to bank-originated credit risk that complements long-tail liability profiles (see Reinsurance and Asset Management for the full investor workflow).
- Independent validation for regulators and internal models — reinforce the credit assumptions behind internal models, regulatory capital and stress-test submissions with an anonymized, aggregate bank consensus.
Outcomes
More capital-efficient treatment of unrated holdings under your regulatory capital regime, sharper annuity and PRT pricing, earlier deterioration signals on long-dated exposures, and defensible internal-model and regulatory inputs — all from one independent, externally sourced dataset.
Want to see Credit Benchmark in action?
Schedule a short 30 minute demo and let our team walk you through the platform, demonstrate key capabilities, and answer any questions live.
Political & Credit Risk, Trade Credit & Surety (Non-Life)
Underwrite credit, surety and political risk faster with weekly consensus views on unrated obligors — sourced from the regulated bank lenders already exposed to the very names on your desk.
Political & Credit Risk, Trade Credit & Surety (Non-Life) : Underwrite more business, more confidently — across credit, political risk and surety
Credit, trade credit, surety and political risk underwriters underwrite credit risk directly, on obligors that traditional rating agencies have rarely covered — surety in particular is a large, distinct line for US clients, where bonded obligations carry their own credit and regulatory considerations. These underwriters face the same pressure as every credit decision-maker in the industry — more submissions, faster turnaround — but with even less to go on: most trade credit obligors and many specialty credit risks have no agency rating, and where one exists, its annual cadence lags the underlying credit reality.
Credit Benchmark provides underwriters with an independent consensus view on the same obligors — drawn from the credit views of regulated bank lenders that already have direct exposure to those names — refreshed weekly, to support faster, better-evidenced underwriting decisions.
How credit, trade credit, surety and political risk underwriters use Credit Benchmark
- Faster, more confident underwriting decisions — bring an independent consensus credit view onto the desk so underwriters can say yes (or no) faster on obligors that would otherwise sit in the ‘unrated and unfamiliar’ bucket.
- Obligor mapping at scale — independent ratings on tens of thousands of corporates, financials and funds that fall outside traditional agency coverage, enabling broader portfolio onboarding and benchmarking.
- Post-bind portfolio monitoring — weekly-refreshed consensus surfaces deterioration earlier than annual reviews or agency rating actions once a risk is on the books.
- Concentration, accumulation and exposure management — sector indices and correlation matrices help identify accumulation across counterparties, sectors and geographies, supporting limit frameworks and risk appetite calibration.
- Reinsurance dialogue and treaty support — present an independent, externally sourced view of the underwriting portfolio’s credit profile to reinsurers and capital providers.
- Regulatory and audit defensibility — evidence the data and process behind underwriting decisions with a peer-sourced benchmark recognized across the credit industry.
In their words
“Credit Benchmark enables us to say yes more quickly and potentially get bigger underwriting deals approved. With their data, we gain the summarized perspective of 10+ experienced analysts in one consensus rating.”
Global Specialty Insurer
Case study in brief: Global specialty insurer
The Credit & Portfolio Risk Management team at a leading global specialty insurer integrated Credit Benchmark via API to fill public rating gaps, create comparables for unrated obligors, and accelerate underwriting decisions across the portfolio.
“Credit Benchmark provides the luxury of banking insight often unavailable to insurers.”
Credit & Portfolio Risk Management, Global Specialty Insurer
Built for the underwriting workflow
Credit Benchmark integrates into the underwriting environment without a system lift: through the Credit Benchmark web app for desk-level lookup and monitoring, via Excel and API for in-house pricing models and portfolio tools, through Bloomberg for desktop integration, and through AWS Marketplace for cloud-native deployments.
Outcomes
Faster underwriting on a broader obligor universe, broader coverage of otherwise-unrated obligors, earlier visibility on post-bind credit deterioration, and a defensible, independent credit reference behind every underwriting decision.
Want to see Credit Benchmark in action?
Schedule a short 30 minute demo and let our team walk you through the platform, demonstrate key capabilities, and answer any questions live.
Reinsurance
Assess credit across every side of the reinsurance balance sheet — assumed treaties, cedant and retro counterparties, and the investment book — with consensus ratings on the unrated names agencies don't reach.
Reinsurers sit on both sides of the credit equation. They assume risk from cedants — including credit, surety and political-risk treaties whose performance depends on underlying obligors — they carry counterparty exposure to cedants, fronting partners and retrocessionaires over long-tail contracts, and they run large investment portfolios of their own. Across all three, the names that matter are dominated by the unrated universe that traditional agencies do not reach.
Credit Benchmark provides independent Credit Consensus Ratings across that full network, drawn from the internal credit views of the world’s leading banks.
How reinsurers use Credit Benchmark
- Cedant and retrocession counterparty oversight — monitor the consensus credit view on cedants, fronting partners and retrocessionaires over the life of long-tail contracts; surface deterioration earlier than agency action.
- Assumed-risk and treaty assessment — bring an independent view of the credit profile of the underlying portfolios behind credit, surety and political-risk treaties, supporting risk selection and pricing of assumed business.
- Accumulation across treaties — sector indices and correlation matrices reveal credit-driven accumulation across the assumed book, supporting limit frameworks and exposure management.
- Investment portfolio capital efficiency — apply consensus ratings to private debt, infrastructure and commercial real estate in the reinsurer’s own investment book for more capital-efficient treatment and earlier deterioration signals.
- Capital relief and SRT investing — assess long-dated exposure to bank-originated credit risk as part of the investment strategy.
- Independent validation and rating dialogue — reinforce internal models, ORSA submissions and rating-agency dialogue with an anonymized, aggregate bank consensus.
Outcomes
Independent oversight across cedants, retrocession and assumed-risk treaties, capital-efficient treatment and earlier signals on the investment book, and a defensible peer benchmark for the credit assumptions behind both sides of the reinsurer’s balance sheet.
Want to see Credit Benchmark in action?
Schedule a short 30 minute demo and let our team walk you through the platform, demonstrate key capabilities, and answer any questions live.
Why Credit Benchmark?
Turn bank intelligence into insurance advantage
Insurers are credit institutions in everything but name. Credit Benchmark gives the chief risk officer, the chief investment officer and the chief underwriting officer the same independent peer reference that banks build into their internal frameworks — without the lift of building it themselves.
Cover the unrated universe that drives capital and pricing
Most of the corporates, funds and financial counterparts that dominate insurance balance sheets carry no rating from a traditional agency. Credit Benchmark is built for that universe, with consensus ratings on 125,000+ entities and 1,200+ credit indices across 160 countries.
Independent, peer-sourced, conflict-free
Aggregated and anonymized credit views from 40+ contributing banks — free of issuer-pays conflict, free of single-bank bias — so the data stands up to regulators (from the PRA and EIOPA to the NAIC), the board and reinsurer scrutiny.
Built for three insurance segments
- Life insurance — capital-efficient credit data across investment, pension risk transfer and ALM, plus counterparty oversight on reinsurers, banks and custodians.
- Political & credit risk, trade credit and surety (non-life) — independent obligor ratings for faster, more defensible underwriting and tighter accumulation control.
- Reinsurance — credit consensus across cedants, retrocession, assumed-risk treaties and the investment book.
Ready to put bank intelligence behind your insurance decisions?
Book a demo and we’ll show you how much of your investment portfolio, underwriting book or counterparty universe is already covered by the Credit Benchmark consensus, and the consensus view on your names, within days.
Want to see Credit Benchmark in action?
Schedule a short 30 minute demo and let our team walk you through the platform, demonstrate key capabilities, and answer any questions live.