The Taste Gap: why most AI features feel robotic
A practical framework for designing the human flow before reaching for a model.
I'm Mansukh Kaur. I sketch the human flow first, ship the AI second, and obsess over the small moments that decide whether a workflow feels delightful or robotic. Founders and teams hire me to architect AI systems that move real metrics, not vanity ones.
I'm Mansukh Kaur. I sketch the human flow first, ship the AI second. Founders and teams hire me to architect AI systems that move real metrics.
Mansukh · Founder
I'm a product person who's spent the last few years living at the intersection of design, tech, AI, and ambitious products that don't yet exist.
SketchSprint is where I do that work for other founders and teams. I sketch the human flow first, ship the AI second, and obsess over the small moments that decide whether a workflow feels delightful or robotic. Some of the story is below, in my own words.
Each engagement is fully tailored. These are the patterns I find myself shipping again and again — usually together, in service of one clear business outcome.

AI systems that dramatically scale leads, conversions, upselling, and overall revenue without adding headcount.

Always-on intelligent agents for support, content, sales follow-ups, and operations — calm and consistent.

Research, writing, optimization, and multi-platform repurposing at scale — without losing your voice.

Smart qualification, personalized outreach, and nurturing workflows tuned to how your team actually sells.

Automated analysis turning raw signals — calls, tickets, surveys — into actionable, prioritised intelligence.

Proactive, delightful, and efficient support experiences — the kind that earn loyalty rather than tolerate it.
The pain looks different depending on where you sit. Tap a profile to read the patterns I see most, and what we'd ship together.
A small sample of recent engagements — what was hurting, what we shipped, what changed.
Tell me what's slow or painful in a few sentences — I'll reply with whether it's a fit and what I'd ship first.
Open-ended experiments I ship to learn what's now possible. Borrow the patterns, or adapt one for your stack.
An intelligent tool that turns scattered saves, videos, and articles into clean, personalized, trackable knowledge lists.
Try a version for your workflow
Extracts action items from chats into a clean daily summary.
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We map the highest-leverage workflow, set crisp success metrics, and agree on scope.
I sketch the human flow before any model — taste, tone, and edge cases up front.
Tight, well-tested implementation that lives inside your stack — not next to it.
Real-user testing, measured impact, and a clean handover so your team can run with it.
Right now I'm taking on one new long-term partner and a single short sprint. If something here resonates, the fastest path is a 30-minute discovery call.
A 30-minute, no-pressure call. Tell me a little about your team and the workflow you have in mind.