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Overview https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694583486-2PQT0LQ193RL7MCB6DX4/20140228_Trade+151_0046.jpg Governance & Defensibility Overview https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694644871-IC85FNH781UNZSZEGHDR/Aro+Ha_0428.jpg Governance & Defensibility Overview https://www.wildfiregroupriskadvisory.com/ai-hiring-defensibility daily 0.75 2026-02-22 https://images.squarespace-cdn.com/content/v1/68e2fd5e0477950347a48196/1771530302229-DWLVD7QV1CUHTAR1F7NS/unsplash-image-FlPc9_VocJ4.jpg AI Hiring Defensibility What we assess Where AI touches the funnel (explicitly and implicitly) What the system is optimized for (risk avoidance vs talent signal) Adverse impact exposure and proxy risks Accessibility and accommodation gaps Documentation quality: logs, rationale, overrides, and approvals Vendor opacity and control limitations. You leave with a documented defensibility posture and a prioritized fix plan: what to change, who owns it, and how to prove it. https://www.wildfiregroupriskadvisory.com/hiring-systems-governance daily 0.75 2026-02-19 https://www.wildfiregroupriskadvisory.com/vendor-evaluation-framework daily 0.75 2026-02-19 https://images.squarespace-cdn.com/content/v1/68e2fd5e0477950347a48196/1771531252780-4AR6FMNWNWIR6PUEZGQX/unsplash-image-lFv0V3_2H6s.jpg Vendor Evaluation Framework What we evaluate Model transparency: inputs, outputs, explainability, limitations What’s configurable vs hard-coded Data handling, retention, and security posture Bias and adverse impact testing claims (and what’s missing) Audit artifacts: logs, decision traces, and reporting Contract risk: indemnities, responsibilities, and failure modes Integration risk across ATS/HRIS and downstream workflows You get a clear “go/no-go” recommendation plus implementation guardrails if you proceed, so the tool doesn’t become a black box inside your process. -> Run Vendor Due Diligence https://www.wildfiregroupriskadvisory.com/pre-ipo-hiring-systems-audit daily 0.75 2026-02-19 https://images.squarespace-cdn.com/content/v1/68e2fd5e0477950347a48196/1771532220966-SMI4WBBCYT3CEK58C16H/unsplash-image-tMI2_-r5Nfo.jpg Pre-IPO Audit https://www.wildfiregroupriskadvisory.com/new-customer-intake-form daily 0.75 2026-02-21 https://www.wildfiregroupriskadvisory.com/compliance daily 0.75 2026-02-21 https://images.squarespace-cdn.com/content/v1/68e2fd5e0477950347a48196/8c7842a8-0803-45be-8275-e3785c7dfe4f/IndependentAssuranceSealWildfireWhite.png https://www.wildfiregroupriskadvisory.com/bias-software-vs-independent-audit daily 0.75 2026-02-21 https://images.squarespace-cdn.com/content/v1/660325c9fd2466229c0cca50/8a5d372a-1c55-4553-8ab4-975c14fa4308/Icon-01.png Comparison https://images.squarespace-cdn.com/content/v1/660325c9fd2466229c0cca50/9dd2ad18-075a-48ab-b007-e99ee98d96ba/Icon-03.png Comparison https://images.squarespace-cdn.com/content/v1/660325c9fd2466229c0cca50/70f689aa-021c-49a0-adc5-6b4dad1841f6/Icon-04.png Comparison https://images.squarespace-cdn.com/content/v1/660325c9fd2466229c0cca50/65074db5-3cad-4dcd-9a3a-50ae553647c2/Icon-02.png Comparison https://images.squarespace-cdn.com/content/v1/68e2fd5e0477950347a48196/1771706617562-1MDMDQU6ETK30CTTNOQ8/unsplash-image-3hkKv6WzjcE.jpg https://images.squarespace-cdn.com/content/v1/68e2fd5e0477950347a48196/ab4db5fe-d539-41e0-bba6-e06af9e83836/IndependentAssuranceSealWildfireWhite.png https://images.squarespace-cdn.com/content/v1/68e2fd5e0477950347a48196/42f29a2f-68ce-4010-a9d1-c90ede822af2/Comparison+page+tree+image.png https://images.squarespace-cdn.com/content/v1/68e2fd5e0477950347a48196/1771707586608-Z4NBUY66JI1MZVKR9GW0/unsplash-image-zeH-ljawHtg.jpg