Deloitte / Forward Deployed AI
Integrates generative AI features into enterprise applications, managing prompt libraries, system prompt architectures, and conversational AI chains.
marcus.vance@asterlane.online10 published pieces in the Aster Lane AI archive.
Marcus VancePennsylvania's lawsuit against Character.AI shows that chatbot UX can become regulated conduct when a product appears to impersonate licensed medical or psychiatric professionals.
Marcus VanceDon't wait until you've bought an API to think about trust. True AI governance begins during the initial scoping and problem definition phases.
Marcus VanceFull autonomy isn't always the goal. Learn to identify the critical decision points where an AI agent should pause and request human authorization.
Marcus VanceLarge Language Models often present hallucinations with extreme confidence. Product designers must implement visual cues to communicate the system's uncertainty to the user.
Marcus VanceDelegating work to an AI agent requires robust tracking mechanisms. Here is how to maintain visibility and control after the human handoff occurs.
Marcus VanceStop settling for vague assurances. Discover the precise governance and data handling questions you must ask every AI vendor before integration.
Marcus VanceClear escalation paths are mandatory for AI workflows to ensure that when automated systems fail, human experts can intervene efficiently and safely.
Marcus VanceThe relentless pace of new AI model releases can cause engineering whiplash. Learn how to establish a systematic review process to filter genuine breakthroughs from marketing noise.
Marcus VanceDeciding whether to centralize AI talent or distribute it across business units depends heavily on the organization's maturity and specific strategic goals.
Marcus VanceBuilding a robust evaluation set is the most strategic activity an AI team can do. It defines what success looks like and protects the organization against regression.