Headline

Building SketchSprint - AI Product Studio | Human flow first, AI Second

About

The next generation of AI products will not win because they use more AI. They will win because they feel more thoughtful. More useful. More human. Better designed. That is the future I am building. I am Mansukh Kaur, founder of SketchSprint. I ship production AI systems for founders and teams who want their AI features to actually move a business metric, not just look impressive in a demo. Before SketchSprint, I was a Product Manager at ToolJet where I shipped 24+ AI integrations and helped lift adoption 400%. Now I run a one person studio where I take on a small number of engagements at a time, so the work is thoughtful, not rushed. I ship something working every week in public. AI workflows, copilots, operating systems for teams, contextual assistants, internal tools. The work is the marketing. I care about the intersection of AI, product thinking, operational clarity, and design taste. A lot of AI products feel rushed, fragmented, and overwhelming. The best ones feel calm, intuitive, and almost invisible. I help teams answer: - What AI feature should we actually build next? - Where can AI create meaningful leverage? - How do we integrate AI without creating operational chaos? - How do we make AI feel premium and trustworthy? If your AI feature is not moving a metric, the problem is usually not the model. It is the brief. Booking 4 week sprints and fractional architect retainers for Q3 2026. DM me with the AI feature you are stuck on.

Location

Greater Bengaluru Area

AI stack

claude

codex

elevenlabs

hermes agent

claudecode

OpenAI Agents SDK

Work experience

AI Systems Architect and Consultant at SketchSprint, Oct 2025 - Present · 1 yr, Hybrid

Founder at SketchSprint, Oct 2025 - Present · 1 yr

Product Manager - Workflow, Database, and Integrations at ToolJet, Sep 2023 - Sep 2025 · 2 yrs 1 mo, Bengaluru, - Own end-to-end product strategy across AI workflows, integrations, and database, aligning platform innovation with business goals. - Launched a workflow automation product that allows users to design custom business flows and build AI agents, positioning the platform as a solution for business process automation. - Transformed ToolJet’s native PostgreSQL-based database from a basic interface into an enterprise-ready, scalable product by introducing advanced capabilities such as inline editing, JSONB and timestamp data types, foreign keys, bulk operations, and a GUI for complex SQL queries. This drove a 340% increase in query execution and significantly expanded adoption among enterprise users. - Defined and delivered 24+ AI and data integrations (Google Gemini, OpenAI, Anthropic, Cohere, Pinecone, Hugging Face, etc.), driving a 400% increase in monthly integration queries and contributing to a 12% lift in lead conversion. - Directed development of an AI agent builder with MCP server integration, expanding enterprise flexibility and developer adoption. - Partnered with engineering, design, and QA teams to execute the AI product roadmap, while conducting competitive analysis of database and AI integration markets to guide strategy.

Product Manager at Quantum Dynamics Corp, Nov 2022 - Sep 2023 · 11 mos, - Led a multi-disciplinary 10+ person team to research, design, develop and launch B2B 360° Banking Solution with CRM and ERP facilities and AI News app - Strategized, Developed and Improvised Product Roadmap weekly to evaluate and ensure speedy product delivery across various verticals - Design, Development, API Creation, Data Science, Security & Content - Researched and Analysed Competitors to understand market and gaps in France’s Fintech Domain to benchmark, develop and prioritise banking and ERP features - Oversaw integration of external banking technology solution aligning it with business goals to bridge current market gaps

Product Manager at Bansira, Nov 2022 - Sep 2023 · 11 mos, - Led a multi-disciplinary 10+ person team to research, design, develop and launch B2B 360° Banking Solution with CRM and ERP facilities and AI News app - Strategized, Developed and Improvised Product Roadmap weekly to evaluate and ensure speedy product delivery across various verticals - Design, Development, API Creation, Data Science, Security & Content - Researched and Analysed Competitors to understand market and gaps in France’s Fintech Domain to benchmark, develop and prioritise banking and ERP features - Oversaw integration of external banking technology solution aligning it with business goals to bridge current market gaps

Lead UI Developer at Quantum Dynamics Corp, Apr 2022 - Nov 2022 · 8 mos, Marseille, Provence-Alpes-Côte d'Azur, France, - Led Front End Development of 6 projects - B2B Banking Web App (Bansira), B2B Banking Web App (Partner Bank), Enterprise CRM Web App, AI News Website’s Admin Panel, and Website Development of Bansira.com and Tirpost.com along with their respective French Versions. - Converted Adobe XD designs to Responsive Web Apps using ReactJS, SCSS, Tailwind, Firebase, Material UI, GraphQL and Apollo Client - Built a reusable and customized UI Library - Integrated NodeJS-based backends using GraphQL API facilitated by Apollo Client - Built and managed a team of 8 developers including 4 interns- from shortlisting candidates, interviews, assignments, training, and tasks delegation to code evaluation and feedback - Actively contributed to UX Improvement discussions with the designers and founders

Founder at Wannabe Bawse, Jun 2018 - Jan 2022 · 3 yrs 8 mos, New Delhi, Delhi, India, - Made an Instagram Community of over 800 people to destigmatised Mental Health and raise awareness about Mindfulness - Designed and sold over 750 planner journals from December 2020 to January 2022 - Developed a full stack website from scratch to sell these planners - Implemented live payment gateway using Razorpay

Education

Bachelor of Science - BS, Computer Science, Delhi University

B. Sc. (H) Computer Science, Computer Science, Sri Guru Teg Bahadur Khalsa College