Conference keynote
A clear point of view, a useful mental model, and production stories that survive the applause.
Keynotes · briefings · workshops
Vishal speaks from products, systems, an operating technology company, and a national developer conference. Every format is designed around a decision the audience should be able to make differently afterward.

Formats
Choose a format based on the decision, the audience, and how much interaction the outcome requires.
A clear point of view, a useful mental model, and production stories that survive the applause.
Private, decision-focused context for boards and leadership teams navigating AI investment.
Hands-on opportunity scoring, workflow mapping, architecture trade-offs, and next-step design.
A candid operating conversation about product wedges, technical bets, teams, and compounding distribution.
A systems-level treatment of agents, retrieval, evaluation, inference economics, or production architecture.
High-signal conversation grounded in what has been built, what failed, and where conviction changed.
Signature territories
Themes are tailored to the audience and updated to the moment; the backbone is operating experience, not model-release commentary.
Trust, evaluation, latency, cost, permissions, and the product decisions that begin when a prototype succeeds.
Why tools, authority, escalation, memory, and observability matter more than the agent loop diagram.
How domain context, workflow fit, and distribution create a moat broad model access cannot.
Making durable architecture and team decisions while the capability frontier moves underneath you.
The operating lessons from software, companies, products, and a national community conference.
A useful first conversation
Vishal will tell you whether the fit is credible, what angle would create the most value, and what he would need to make the session specific.
Discuss the room