Where domain AI fails.
We've mapped the failure categories that matter in legal, finance, and accounting — so you know what to fix before your customers find out.
Legal AI
Jurisdiction-dependent failures that change enforceability.
Agent treats one clause as the sole provision, missing triggering clauses in related sections.
Delaware vs NY governing law changes enforceability of non-compete, indemnity, or limitation clauses.
Sunset clauses, cure periods, and retroactive triggers missed or miscalculated.
Agent approves terms outside firm negotiation guidelines without flagging.
Agent cites non-existent case law or misattributes holdings.
Finance AI
Regulatory gaps that change credit decisions.
Agent checks internal policy but misses interagency regulatory thresholds (OCC, Fed).
Financial covenants evaluated in isolation without testing cross-default or springing triggers.
Comparable selection ignores sector-specific adjustments or survivorship bias.
Material risk factors omitted from memo that regulatory guidance requires.
Accounting AI
Classification errors that change financial statements.
Bundled arrangements classified as single obligation when ASC 606 requires separation.
Operating vs finance lease determination fails under modified retrospective approach.
Point-in-time vs over-time recognition applied incorrectly for distinct deliverables.
Non-standard transactions routed to standard logic without human escalation.
See your failure surface.
Pick a domain. We return a benchmark with expert-graded verdicts in 1–2 weeks. No contract required.