Human flow first. AI second.

I help ambitious businesses become AI‑first and ship workflows that drive real impact.

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.

See live workflows
I work with a limited number of clients at a time to ensure every workflow gets deep focus, strong design, and excellent results.
workflow.sketchsprint.dev / lead-qual-v3

Live workflow — Inbound Lead Qualifier

running
01Capture form intentwebhook
02Enrich + score with contextllm · 3.2s
03Draft personalized replytone: warm
04Route to AE · book call sent
+38% qualified 12s avg latency human-in-loop
Mansukh Kaur Mansukh · Founder
About

Eight months ago, I quit my full-time technical PM job to build AI with taste.

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.

8 mo
Building independently
12+
Workflows shipped
3.5×
Avg. client output lift
Areas where I help most often

Custom AI workflows that create meaningful leverage.

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.

01

Revenue Multiplication

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

02

24/7 AI Employees

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

03

Content Creation & Distribution

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

04

Lead Generation & Sales

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

05

Feedback & Insights

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

06

Customer Service & Support

Proactive, delightful, and efficient support experiences — the kind that earn loyalty rather than tolerate it.

Who I work with

Pick the lens that fits — see exactly where I help.

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.

Case studies

Three workflows. Real numbers.

A small sample of recent engagements — what was hurting, what we shipped, what changed.

Fintech · Onboarding

Smart, context-aware onboarding assistant for a fintech startup.

PainLow onboarding completion, high support load on a tiny CX team.
BuiltContext-aware onboarding AI with premium UX, deep product integration, and warm handoff to humans.
+42% onboarding completion · sharp drop in tickets
Want a similar workflow?
Creator · Newsletter

Voice-preserving research & repurposing engine for a newsletter creator.

Pain25+ hours/week on research, writing, and repurposing — burnout looming.
BuiltCustom workflow for synthesis, drafting, editing, and smart repurposing — voice intact.
3.5× content output · creative time reclaimed
See how this could work
B2B SaaS · Sales

24/7 AI lead scoring + personalized outreach for a B2B SaaS team.

PainManual qualification, slow follow-ups, opportunities slipping daily.
BuiltAlways-on lead scoring, personalized outreach, and structured follow-up sequences.
+180% qualified leads · 15+ hrs/week saved
See it in action

Want a similar workflow? Send a 1-minute brief.

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.

Send 1-minute brief
Vibe experiments

Public builds — where new patterns get pressure-tested.

Open-ended experiments I ship to learn what's now possible. Borrow the patterns, or adapt one for your stack.

VibeFuel Curator
Featured experiment

VibeFuel — Anti-Brain-Rot Curator

An intelligent tool that turns scattered saves, videos, and articles into clean, personalized, trackable knowledge lists.

Try a version for your workflow
EXPERIMENT NO. 02 · CURATION · BETA
Meta Glasses Companion

Meta Glasses Companion

Hands-free contextual AI sidekick for AR wearables.

See demo
EXPERIMENT NO. 04 · WEARABLE · LIVE
Group Chat Summarizer

Group Chat Summarizer + Smart To-Do

Extracts action items from chats into a clean daily summary.

See it
EXPERIMENT NO. 03 · WORKFLOW · LIVE
Side Quest Delhi

Side Quest Delhi

Hyper-local platform for spontaneous real-life quests across the city.

Explore
EXPERIMENT NO. 05 · COMMUNITY · IN BUILD
How we work together

Every engagement is fully customized — here's the typical flow.

1

Problem discovery & planning

We map the highest-leverage workflow, set crisp success metrics, and agree on scope.

2

Experience-first design

I sketch the human flow before any model — taste, tone, and edge cases up front.

3

Build & smart integration

Tight, well-tested implementation that lives inside your stack — not next to it.

4

Testing, impact & handover

Real-user testing, measured impact, and a clean handover so your team can run with it.

Limited capacity · May 2026

I keep my client load light — so the work is thoughtful, not rushed.

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.

Slots — Q2 2026

Long-term partner1 open
4-week sprint1 open
Advisory retainerfull
Workshop / auditfull