Most agencies run on a spreadsheet and a prayer. At SCULT INDIA, where I'm the GenAI engineer, I designed and built SCULT Studio, the internal CRM and operations platform our 14-member cross-functional team runs project delivery, client communication and operations through.
Why build instead of buy
Generic project-management tools model generic projects. An AI-first software studio's actual bottleneck — client scope changes, deployment handoffs, revenue tracking against delivery milestones — doesn't map cleanly onto a Kanban board built for anyone. Building it ourselves meant the tool fit the way we actually work, not the other way round.
What it does
- Tracks every client engagement from scope to delivery.
- Gives leadership a live view of revenue and delivery status without a weekly status meeting.
- Is the reason we could take on paid, production-grade client work without the coordination overhead eating the margin.
The lesson for any small team
The best internal tool is the one that disappears into the workflow. Nobody at SCULT thinks of Studio as "the CRM" — it's just how work happens. That's the bar: if your team has to remember to use the tool, the tool is wrong.
GenAI engineer and AI product builder with 2+ years shipping production-grade AI systems: RAG pipelines, fine-tuned LLMs, hybrid retrieval and multi-modal apps across vision, speech and OCR, architected end to end from ingestion to deployment. Leads engineering for SCULT INDIA's 14-member team, founded the 500+ member TechVerse Enclave community and has mentored 200+ students. Three hackathon first prizes: Changethon 2025 (IIT Roorkee), Product Genesis at Vividhotsava 2025 (CSJMU Kanpur) and BYTEBATTLE (MeetKats).
Open to GenAI roles, hackathon judging, mentorship sessions and guest talks at colleges. Email pranjulrathour41@gmail.com.
