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Solutions
Pick a playbook to see the incidents we defend against, how the General Analysis platform plugs in, and the evidence you can hand to risk teams.
Give HR, IT, and finance copilots the context they need—then red-team them so leaks and policy drift never ship.
Internal copilots sit on top of salary tables, investigations, and policy wikis. We adversarially test the full workflow, then turn the findings into runtime controls so every internal answer stays scoped, cited, and auditable.
Speed up reviews, tests, and migrations without letting an unchecked agent drop databases or leak IP.
Code copilots now autocomplete entire services, explain legacy payment flows, and even run toolchains. Without strong scopes they hallucinate packages, cite old APIs, or execute destructive commands while believing they are helpful.
Answer every chat, call, or message with policy-cited responses that escalate before compliance issues.
Support copilots now triage refunds, disputes, and noisy voice orders. We red-team the workflows, then convert the findings into runtime controls so the bot stays on-policy and hands off when confidence drops.
Create and moderate multimedia without unleashing deepfakes, copyright baggage, or surprise policy misses.
Studios and trust & safety teams now depend on diffusion models and multimodal classifiers. One rogue deepfake, Getty watermark, or missed extremist meme can cost distribution deals, sponsorships, and regulator trust.
Publish AI-written stories that stay factual, original, and on-brand.
Editorial, marketing, and comms teams now spin up newsletters, scripts, and campaigns with AI. Without fact-checking, tone control, and disclosure, you get fake book lists, phantom authors, and audience backlash.
Deploy clinical copilots that are red-teamed for unsafe advice, protect PHI, and respect scope-of-practice lines.
Ambient documentation, triage bots, and care-management copilots can relieve clinicians—yet one unsafe recommendation or leaked chart becomes a reportable event. We red-team the workflows and ship controls that keep guidance grounded in approved guidelines and PHI inside regulated boundaries.
Draft, review, and advise with cite-checked outputs, privilege controls, and UPL-safe guardrails.
Law firms and legal ops teams rely on copilots for briefs, contracts, and client Q&A. A fabricated citation, unauthorized legal opinion, or leaked privileged memo can trigger sanctions, malpractice claims, and disciplinary action.
Support banking, lending, and insurance workflows without off-policy advice, data leaks, or regulatory drift.
Financial copilots triage support, draft disclosures, and assist advisors. They touch sensitive data and regulated statements, so every response must be grounded, logged, and reviewable. We red-team the workflow and ship the controls that keep it within bounds.