Fix AI-generated superficially clean codebases with system-level refactor tools

Fix AI-generated superficially clean codebases with system-level refactor tools targets a $6.0B = 2M software teams x $3K ACV. Buyer: software teams, SMB product orgs and early-stage startups that need ongoing code health and remediation at ~$250/mo or $3K/year. total addressable market with low saturation and a year-over-year growth rate of 18%.

Key trends driving demand: AI-first development -- more founders and teams are using generative models to produce code, increasing incidence of superficially clean but brittle code.; Shift from one-off fixes to ongoing ops -- founders prefer recurring maintenance subscriptions to recurring emergency engineering spend.; Rising cost of senior engineering time -- teams prefer tooling and targeted remediation rather than long, expensive rewrites..