Can this vendor weather what's coming?
A credit rating tells you whether a vendor can pay its debts today. The KOFO Resiliency Score tells you whether it can withstand the unknown and keep delivering.
Four windows, one question: can it weather shocks?
Reasoned from first principles. All else equal, where would a dollar be better looked after? Four tenets fall out, and together they form a vendor's moat.
Growth
Sustained, consistent expansion is rewarded. Stagnation and decline are penalized.
Profitability
Margin against industry norms. Negative margins over time carry stringent penalties.
Management
How well management turns tangible and intangible assets into revenue, read through capital efficiency.
Liquidity
The cash and reserves that carry a vendor through a bad stretch. Poor liquidity is penalized hard.
One weak pillar sinks the score. That's the point.
A strong pillar, or a strong year, does not rescue a weak one. Only a company that is consistently an outlier across all four pillars, year after year, measured against 3.5M+ companies, earns a strong score.
The distribution is deliberately clean, so the best and worst reach the extremes. Industries are clustered from current company descriptions, not outdated codes, and the score is re-read as new audit-grade data arrives.
A clear 0–10,000 scale.
Reliable partners with a clear, durable competitive advantage. Candidates for strategic partnership.
Average performers. Stable, but warrant ongoing performance review.
Vulnerable. Monitor closely and diversify supply; the lowest scores warrant immediate action.
Higher is stronger, so a supplier base can be segmented at a glance and each band met with its own strategy.
Backward at solvency, or forward at endurance.
| Credit rating | KOFO Resiliency Score | |
|---|---|---|
| Question | Can it pay its debts? | Will it endure to deliver? |
| Lens | Probability of default, from history | Sustainable competitive advantage, read forward |
| Coverage | Mostly rated, public firms | 3.5M+ private companies and every listed company |
| Benchmark | Peers in a rating class | Calibrated against the world, not local peers |
| Weak spots | Can be offset elsewhere | One weak pillar or year pulls the whole score down |
The rigor behind every answer.
The specific models are proprietary. The discipline behind them is not, and it is what makes an answer defensible in front of a board, an auditor or a regulator. Every claim is checked against its source before it reaches you, which is why a Category Overview takes minutes rather than seconds.
Two sources. Nothing else.
Audit-grade S&P Global data
Licensed, ring-fenced data across firmographics, public and private company financials, and forward consensus estimates. The backbone of every resilience score.
The vendor's own published material
Product pages, datasheets, disclosures and releases, read in full context. No third-party hearsay, no unsourced web content, nothing invented.
Proven point by point.
Each capability is broken into mutually exclusive, collectively exhaustive proof points: the observable conditions a vendor must evidence in its own material.
Set the proof points.
Explicit, observable conditions. Not opinion, not marketing claims at face value.
Capture the evidence.
Read the vendor's material in full, then record the exact wording and the page it sits on.
Grade conservatively.
Thin coverage is flagged for confirmation and a question is prepared. Never a false "no".
Every proof point evidenced in the vendor's own material.
Some proof points evidenced, not all.
Reviewed enough material to conclude the capability isn't evidenced.
Not settled, but the evidence leans one way. A question is prepared.
Couldn't confirm either way. A question is prepared; never presented as a "no".
Ranked on merit. Never pay-to-play.
Results are ranked on fit to the specific need you describe and on resilience. Each result shows its KOFO Resiliency Score, or Unassessed where audit-grade financials do not exist.
Two vendors with the same relevance and the same resiliency always receive the same placement, at any size. No vendor can pay to rank higher or to be seen.
Nothing dangles. Everything traces.
Connected
Every section of a Category Overview builds on the one before. A trend that leads nowhere is reconsidered, not left in.
Specific
Every trend cites a named vendor. Every recommendation is particular enough that it would not fit another category.
Traceable
Every finding traces to a stated source, precise enough that two analysts would ask the vendor the same question.
Built to hold up under scrutiny.
Live in every Category Overview at a Fortune 100 insurer. Built on S&P Global data under a license that passed S&P's own due diligence.
A customer's established sourcing process had cleared a listed business-process provider for renewal. Kopernicus showed where and why the provider's resilience was failing, mapped the landscape, and showed which supplier already under contract could perform the same function. The customer switched. A few months later, the provider filed for Chapter 11.
A single customer case; names withheld. Kopernicus informs a decision and does not guarantee an outcome.
Born from positive deviance.
Most data science discards outliers. Positive deviance studies them: learn from the exceptional few, not the average many. The method grew from co-founder Mike Kyriacou's research, which he went on to teach as an Industry Fellow at UC Berkeley. Extended to millions of companies with high-dimensional geometry, it finds the businesses that sustain exceptional performance.
The specific mathematics is proprietary. The principles are not, and they are what make the score worth acting on.
The engine beneath the platform.
Scores fit and resilience when you buy.
Every vendor in the results shows its score; the Category Overview ranks the field into bands.
Explore AI Core → Kopernicus Commander · Command & AdaptTracks resilience across what you hold.
The same score, weighted by spend, from enterprise to category to vendor. In formal evaluation at a Fortune 100 insurer.
Explore Commander →Bring a live sourcing need. Keep the result.
Book a demo on a category you are sourcing now. A Kopernicus product expert runs it with you, and the Category Overview is yours to keep. No data or prep required.