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AI Bias
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AI Bias and Discrimination Law: Legal Risks for Businesses Using AI
- June 27, 2026
- Posted by: allan
- Category: AI Law
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AI systems trained on historical data can reproduce and amplify patterns of discrimination. When that happens in employment, lending, housing, or healthcare, it creates real legal liability. This guide explains the anti-discrimination framework that applies to AI and what businesses must do.
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Digital Dependency Risk in AI Outsourcing: Termination, Portability, and Lock-In
When you embed a vendor’s AI technology into your business operations, you build a dependency that can become a serious liability. This post covers vendor lock-in, concentration risk, data portability, transition assistance, and the termination provisions your contracts must include when AI is deeply embedded in your operations.
August 26, 2026 Read more -
Vendor AI Governance: Audit Rights, Change Notifications, and Contractual Oversight
Most outsourcing contracts contain no mechanism for overseeing vendor AI deployments — no disclosure requirements, no change notifications, no AI-specific audit rights. This post lays out the core contractual provisions needed to maintain visibility, control, and accountability when a supplier’s AI is doing work on your behalf.
August 25, 2026 Read more -
AI Outsourcing Pricing: From FTE-Based to Outcome-Based Models
AI has broken the FTE-based outsourcing pricing model — vendors are capturing productivity gains while customers pay 2023 prices. This post explains the three-level alternative pricing structure (unit-based, performance-based, and shared risk/reward) and what makes each model legally enforceable.
August 24, 2026 Read more -
AI Outsourcing Contracts: What to Renegotiate When AI Automates the Work You Contracted For
Vendors are quietly capturing AI-driven cost savings while customers continue paying 2023 prices under legacy outsourcing agreements. This post explains why FTE-based contracts break down when AI automates the work, and what to renegotiate — pricing model, governance, innovation obligations, and termination rights.
August 23, 2026 Read more
