OSS Risk Guard: ROI Model by Company Size and Detection Category
How This Connects
The prior research established:
- 100+ incidents mapped to Risk Guard’s 50 scoring categories
- $50-100B+ cumulative damage across all incidents
- $4.8-8.5B in preventable losses across the 18 deepest-analyzed incidents
- Annualized Loss Expectancy (ALE) by company size (from Cyentia/IBM/Hiscox data)
This model answers: “For a company my size, what’s my expected annual loss from OSS supply chain risk, and how much does Risk Guard prevent?”
Risk Guard’s Five Detection Pillars — Share of Preventable Loss
Based on mapping 100+ incidents to detection categories, here’s how preventable losses distribute:
| Detection Pillar | Key Check Codes | Share of Total Preventable Loss | Incidents Covered |
|---|---|---|---|
| Vulnerability & dependency monitoring | VULN_HISTORICAL_SEVERE, VULN_RECENT_FREQUENCY, PACKAGE_STALE_RELEASE, PACKAGE_SKEW_NOT_UPDATED | 40-45% | Equifax, Log4Shell, Heartbleed, MOVEit (partial), Kaseya (partial) |
| Artifact integrity & malware detection | PACKAGE_ACTIVE_MALWARE, ARTIFACT_HASH_MISMATCH, PACKAGE_INSTALL_SCRIPTS, PACKAGE_PAST_MALWARE | 25-30% | SolarWinds, Codecov, 3CX, ua-parser-js, coa/rc, eslint-scope, Ledger, Lottie, chalk/debug, Shai-Hulud |
| Maintainer health & continuity | SOURCE_SINGLE_CONTRIBUTOR, SOURCE_FEW_CONTRIBUTORS, LAST_COMMIT_OVER_A_YEAR, PACKAGE_STALE_RELEASE | 10-15% | event-stream, XZ Utils, colors.js/faker.js, left-pad, core-js, Heartbleed, node-ipc |
| License compliance | LICENSE_RESTRICTION_DERIVATIVE_WORK_COPYLEFT, LICENSE_RESTRICTION_NETWORK_COPYLEFT, LICENSE_NOT_APPROVED, PACKAGE_NO_LICENSE | 10-15% | Entr’ouvert, Versata, BusyBox, McHardy, Elastic/Redis/HashiCorp, M&A license conflicts |
| Package identity & provenance | PACKAGE_NAME_MISMATCH, PACKAGE_REGISTRY_MISMATCH, PACKAGE_SOURCE_URL_MISMATCH, SOURCE_MALFORMED_METADATA | 5-10% | Dependency confusion (Birsan), PyTorch torchtriton, crossenv, Polyfill.io, npm manifest confusion |
Expected Annual OSS Supply Chain Loss by Company Size
Combining the ALE model with detection pillar distribution:
10-person startup (1-3 apps, ~400 dependencies)
| Detection Pillar | Annual Expected Loss | Risk Guard Prevention Rate | Annual Savings |
|---|---|---|---|
| Vulnerability & dependency | $65 | 60-80% | $40-50 |
| Artifact integrity & malware | $40 | 75-90% | $30-35 |
| Maintainer health | $20 | 50-70% | $10-15 |
| License compliance | $20 | 90-95% | $18-19 |
| Package identity | $10 | 80-90% | $8-9 |
| Total | $150/yr | $105-130/yr |
Verdict: ALE too low to justify paid tooling. Free tier / OpenSSF Scorecard sufficient. But: a single severe incident ($50K-$150K at 90th percentile) is company-ending. Insurance-style value prop.
50-person SaaS (5-15 apps, ~1,800 dependencies)
| Detection Pillar | Annual Expected Loss | Risk Guard Prevention Rate | Annual Savings |
|---|---|---|---|
| Vulnerability & dependency | $380 | 60-80% | $230-300 |
| Artifact integrity & malware | $250 | 75-90% | $190-225 |
| Maintainer health | $115 | 50-70% | $60-80 |
| License compliance | $115 | 90-95% | $105-110 |
| Package identity | $50 | 80-90% | $40-45 |
| Total | $900/yr | $620-760/yr |
Verdict: ALE still modest, but M&A context changes everything. If this company is an acquisition target, a single license conflict found in due diligence = $50K-$500K in remediation or 1-10% valuation haircut. Risk Guard’s bonded M&A reports are the value driver here, not ALE.
200-person mid-market (20-50 apps, ~6,300 dependencies)
| Detection Pillar | Annual Expected Loss | Risk Guard Prevention Rate | Annual Savings |
|---|---|---|---|
| Vulnerability & dependency | $3,200 | 60-80% | $1,900-2,500 |
| Artifact integrity & malware | $2,100 | 75-90% | $1,600-1,900 |
| Maintainer health | $950 | 50-70% | $475-665 |
| License compliance | $950 | 90-95% | $855-900 |
| Package identity | $380 | 80-90% | $300-340 |
| Total | $7,500/yr | $5,100-6,300/yr |
Verdict: ALE justifies basic SCA tooling ($5-15K/yr). Risk Guard competes on breadth — 50 categories vs. competitors’ CVE-only approach. License compliance alone ($855-$900/yr in expected value) doesn’t justify the tool, but a single license litigation event ($100K-$1M+) does. Sell the tail risk, not the mean.
1,000-person enterprise (100-300 apps, ~36,000 dependencies)
| Detection Pillar | Annual Expected Loss | Risk Guard Prevention Rate | Annual Savings |
|---|---|---|---|
| Vulnerability & dependency | $25,500 | 60-80% | $15,300-20,400 |
| Artifact integrity & malware | $16,800 | 75-90% | $12,600-15,100 |
| Maintainer health | $7,600 | 50-70% | $3,800-5,300 |
| License compliance | $7,600 | 90-95% | $6,840-7,220 |
| Package identity | $3,000 | 80-90% | $2,400-2,700 |
| Total | $60K/yr | $41K-51K/yr |
Severe scenario (90th %ile): $2M-$5M. If Risk Guard prevents even one severe incident over 3 years, ROI is 10-50×.
Verdict: ALE justifies a dedicated AppSec hire. Risk Guard’s value is coverage breadth (maintainer health, license compliance, package identity checks that Snyk/Socket don’t do) plus the fat tail. A $60K ALE masks a 12% annual probability of a $500K+ event.
5,000+ employee large enterprise (500-2,000+ apps, ~225,000 dependencies)
| Detection Pillar | Annual Expected Loss | Risk Guard Prevention Rate | Annual Savings |
|---|---|---|---|
| Vulnerability & dependency | $900K | 60-80% | $540K-$720K |
| Artifact integrity & malware | $590K | 75-90% | $440K-$530K |
| Maintainer health | $265K | 50-70% | $130K-$185K |
| License compliance | $265K | 90-95% | $240K-$250K |
| Package identity | $105K | 80-90% | $84K-$95K |
| Total | $2.1M/yr | $1.4M-$1.8M/yr |
Severe scenario (90th %ile): $15M-$50M. Catastrophic (99th %ile): $100M-$1B+.
Verdict: Full supply chain security program justified. Risk Guard competes with Sonatype ($150K+/yr), Black Duck ($200K+/yr), Snyk ($100K+/yr). The differentiation: dollar-value risk quantification + E&O insurance + bonded M&A reports — capabilities none of those competitors offer.
The Fat Tail Argument (Why ALE Undersells Risk Guard)
ALE is the mean expectation. OSS supply chain losses follow a lognormal distribution (confirmed by Cyentia IRIS). This means:
| Metric | 1,000-person company | 5,000+ company |
|---|---|---|
| ALE (mean) | $60K/yr | $2.1M/yr |
| Median year | $0 (no incident) | $0-$200K |
| 90th percentile year | $2M-$5M | $15M-$50M |
| 99th percentile year | $10M-$20M | $100M-$1B+ |
The sale isn’t “save $60K/yr.” The sale is “reduce your probability of a $5M+ event by 60-80%.”
In insurance terms:
- Expected value of a severe event (1,000-person co): 12% × $3.5M = $420K/yr
- Expected value of a catastrophic event (1,000-person co): 1% × $15M = $150K/yr
- Combined tail risk: $570K/yr — 10× the ALE
Risk Guard at $50-100K/yr against $570K in tail risk is a 5-10× ROI on the fat tail alone.
Pricing Implication
| Segment | ALE | Tail Risk (EV) | Suggested Risk Guard Price | ROI Multiple |
|---|---|---|---|---|
| SMB (<50) | $900 | $15K | Free / $99/mo | Trust-building |
| Mid-market (50-250) | $7.5K | $120K | $500-$1,500/mo | 7-20× on tail |
| Enterprise (250-1K) | $60K | $570K | $3K-$8K/mo | 6-16× on tail |
| Large enterprise (1K+) | $2.1M | $8M+ | $10K-$25K/mo | 25-65× on tail |
| M&A due diligence | Per-deal | $500K-$50M+ | $25K-$100K/report | Trivial vs. deal value |
The M&A pricing is where it gets interesting: a $100K bonded report on a $100M acquisition where 56% of codebases have license conflicts (Black Duck data) is 0.1% of deal value to avoid a 1-10% valuation haircut.
Key Talking Points by Buyer Persona
For CISOs/AppSec leads:
“Your 200 apps × 180 dependencies = 36,000 attack surface points. 80% haven’t been upgraded in over a year. Supply chain breaches cost $4.91M on average and take 267 days to detect. Risk Guard covers 50 categories — not just CVEs — including the maintainer health and license risks that caused event-stream, XZ Utils, and the $860K Entr’ouvert judgment.”
For PE/M&A:
“56% of M&A codebases have license conflicts. 86% have known vulnerabilities. A single GPL violation found post-close triggered 5+ lawsuits in Versata v. Ameriprise. Our bonded reports with E&O insurance quantify this risk in dollars before you sign, backed by the only insured OSS risk assessment in the market.”
For CFOs:
“Your annualized OSS supply chain risk is ~$60K at the mean, but $570K when you account for the fat tail — the 12% chance of a $3.5M+ event. Risk Guard at $50-100K/yr is buying down a $570K expected loss. That’s better than most insurance policies.”
Model built from: Cyentia IRIS 20/20 (56K incidents), IBM Cost of Data Breach 2025, Sonatype State of Software Supply Chain 2024/2026, Hiscox Cyber Readiness 2023, Kaspersky IT Security Economics, Verizon DBIR 2025, Black Duck OSSRA 2025, CISA Cost of Cyber Incidents Study. All per-company estimates are guestimates synthesized from these sources — no single source validates OSS supply chain costs in isolation.