Central Coast businesses weigh AI's promise against privacy pitfalls

Two weeks after a regional restaurant chain quietly deployed an AI-powered hiring screener, three former applicants filed complaints with the state labor board alleging the algorithm rejected them on the basis of age and zip code. The case, which has not yet been formally docketed, is one of half a dozen similar disputes to surface across the metropolitan area since January, according to the Central Coast Small Business Development Center.

Risks in the rush to automate

The complaints underscore a growing tension along the tech corridor between Santa Clara and downtown: small and midsize companies are adopting artificial-intelligence tools at breakneck speed, but many lack the legal guardrails to avoid bias, data leaks or reputational damage. A survey published last month by the Central Coast Chamber of Commerce found that 63 percent of local businesses with 50 or more employees now use at least one AI application for tasks ranging from inventory management to customer service. Only 21 percent of those firms say they have conducted an internal audit of the tool's fairness or accuracy.

That gap worries regulators and consumer advocates alike. The state's privacy protection agency, which gained expanded enforcement powers under a ballot measure passed in 2024, has opened inquiries into three Central Coast companies this year over allegations that their AI chatbots collected more personal data than users were told. The agency has not named the firms publicly, but people familiar with the probes say two are e-commerce retailers headquartered near the waterfront and one is a health-clinic chain with locations in Pacific Grove and Monterey.

The hidden costs of convenience

Business owners who have already been burned are starting to talk. The owner of a three-location coffee roastery in the Carmel Valley, who spoke on condition of anonymity to avoid drawing further regulatory attention, said his company deployed a customer-service chatbot in March that generated responses containing hallucinated refund policies. Customers began demanding money back based on those fake policies. The company disabled the chatbot after five days, but not before processing nearly $14,000 in erroneous refunds that it could not recoup.

The incident is not unusual. A 2025 study by the Stanford Center for Responsible AI found that small retailers that deployed generative-AI customer interfaces experienced a measurable uptick in complaint escalations, often because the models extrapolated policies from outdated or irrelevant training data. The study examined 270 companies nationwide, including 40 in the Central Coast region.

Beyond customer-facing tools, back-office AI systems are drawing scrutiny. Automated resume screeners, like the one used by the restaurant chain, have been shown to penalize candidates with gaps in employment or nonstandard career paths, according to research published in February by the nonprofit AlgorithmWatch. The California Fair Employment and Housing Council is drafting guidance expected this fall that would require employers to disclose when hiring decisions involve algorithmic scoring.

For now, most Central Coast businesses remain in a wait-and-see posture. The Chamber of Commerce plans to release a voluntary code of conduct for AI use in the fourth quarter of this year. The document, still being drafted by a committee of six tech executives and two privacy lawyers, is expected to recommend annual bias audits and plain-language data-use notices on any customer-facing AI product.

Whether companies adopt the code voluntarily or wait for mandatory rules will likely depend on how the pending bias complaints and privacy investigations resolve. The state attorney general has signaled that enforcement actions could include fines of up to $7,500 per violation for businesses that knowingly deploy discriminatory algorithms. No Central Coast firm has been fined under that provision yet, but the legal landscape is shifting quickly.