Hi, I'm Jyothi.

I help teams make sure their AI actually works for the people using it.

I work with product and research teams on AI evals, adoption research, workflow design, and practical AI systems.

20+ YEARS · OKX · YAHOO · X/TWITTER · UNILEVER · CLOROX

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Services

sequenced from evidence to adoption

Evaluation AI Eval Audit
Review how your AI product is measured, compare evals with what users actually experience, and get a prioritized plan to close the gaps.
Training AI Research Enablement
Train research and product teams to use AI in real research work: planning, synthesis, reporting, and quality checks.
Operating model AI Workflows & Systems
Find where AI belongs, redesign handoffs and reviews, and build lightweight agents and tools tailored to your team.
Advisory Leadership Advisory
1:1 support for AI adoption, research operating models, team design, and change management.

Appointments

Use the first call to understand the team, the workflow, and where AI could help. Paid advisory or build work can follow once the scope is clear.

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public builds

AI & UXR Evals
Tools for evaluating AI app quality and how well agents perform UX research tasks.
UX Research OS
Agents for briefs, synthesis, competitive analysis, and tracking.

from Research Loop

Start here → · Read Research Loop on Substack →