SELECTED WORK · 2026

Technical systems with a human, operational starting point.

Products and platforms shaped from the realities of service operations, quality, and customer experience.

DOCKET
AI

QUALITY · CONVERSATIONAL AI

DocketAI

Conversational agent QA and branded website bots, with persona packs, mystery-shop runs, and re-checks.

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CLEAN
OPS

FIELD OPERATIONS · AUTOMATION

CleanOps

AI ops for cleaning businesses — practical automation and clear workflows, built by Anna.

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WORKING APPROACH

Map the workflow. Build the spine. Ship the useful version.

Each case study starts with operational reality and ends with a system people can actually use: clear states, reliable handoffs, measurable quality, and interfaces that make the next decision easier.