Bug Bounty is no longer a strategy.

This 12-page briefing explains why bug bounty programs miss what matters, drown in bad reports, and leave findings unfixed, and what actually closes the gap they’ve opened.

How AI removed the skill barrier that made bug bounty work

Real submission and triage-cost numbers from live programs

Why Bug Bounty can’t satisfy regulatory frameworks

How to replace bug bounty with proactive security

Free download

You don’t need findings. You need confidence.

One security lead watched submissions to his program climb from about 260 a year to a pace of 5,000. Almost none of the increase came from real research. Triage alone now eats close to 90% of his total program cost.

If your board still treats bug bounty as coverage for your attack surface, that’s the number to bring to the next meeting.

This 12-page briefing explains why bug bounty programs miss what matters, drown in bad reports, and leave findings unfixed, and what actually closes the gap they’ve opened.

A silhouetted figure works alone at a high-rise desk, dwarfed by a grid of windows overlooking a distant city skyline.

Skill barrier is gone.

Bug bounty worked because reverse-engineering skill was scarce, so companies rented it from thousands of researchers.

AI removed that scarcity. A model now writes expert-sounding reports whether the submitter understands the vulnerability or not. Volume stopped meaning value.

It judges the wrong things.

Bug bounty judges findings against checklists, not real risk, and only covers what’s reachable online.

Uber’s 2016 breach proves it: the flaw was in scope, attackers took 57 million records, and Uber paid to hide it for a year.

Empty office with many unattended desks and devices
a group of people walking on a street in new york city.

It can’t satisfy regulators.

Under DORA, CBEST, STAR-FS, TIBER-EU, or NIS2, bug bounty isn’t compliance. Those frameworks require structured, intelligence-led attacks by accredited providers, reported to a regulator.

The Bank of England’s 2025 review found UK firms still failing at the basics.