Studio for creators & small business
We forge AI tools that actually grow creators.
A studio building AI-native tools, sites, and automations for course creators and small businesses — shipped fast, production-grade, senior-led.
Now building
AI chatbots trained on creators' courses — answering their audience 24/7.
Forged by senior engineers from
The edge we bring
9+
years staff-level engineering
Shipped at SigIQ, Saxo Bank, and LeadIQ — fintech-grade and AI-native, end to end.
40%
retention lift, shipped
Re-architected new-user onboarding at LeadIQ with a server-driven UI approach.
Days
not months to launch
Productized scope, live preview deploys from week one — you watch it come together.
Case study
PadhAI — AI Voice Tutor
SigIQ · real-time multimodal learning
Architected a real-time multimodal experience (voice, chat, draw-annotate) over WebSockets, with XState state machines driving session planning, task tracking, and human-in-the-loop overrides.
Outcome — A production AI tutor non-technical users actually control — review AI actions, intervene mid-step, stay in charge.
Case study
Spark Test — Sandboxed Assessment
SigIQ · high-traffic test engine
Built end-to-end: a sandboxed runtime with state persistence, fallback strategies, and deep observability — owning both frontend and the backend service layer.
Outcome — High-traffic adoption with rapid iteration loops and resilient state.
Case study
Server-Driven Onboarding
LeadIQ · customer-facing SaaS
Re-architected onboarding with a server-driven UI approach — decoupling rendering from backend logic so flows ship without redeploys.
Outcome — 40% lift in new-user retention.
Case study
Itinerary Buddy — AI Travel Planner
Side project · Next.js + OpenAI
Built an AI planner (Next.js, MongoDB, OpenAI, Google Places) with personalised recommendations and an operator-style management dashboard.
Outcome — End-to-end planning in one place — a template for vertical AI products.
Fixed scope. Fixed price. Shipped fast.
Productized builds — pick what you need. No open clocks, no vague quotes.
Creator Site & Landing
A fast, polished site that converts your audience — SEO-ready, integrated with your stack.
AI Chatbot On Your Content
An assistant trained on your courses and videos that answers your audience 24/7.
Course / Membership Platform
Paywall, content delivery, and progress tracking — own your platform, not a rented one.
Content Repurposing Pipeline
AI turns one long video into clips, posts, and a newsletter — automatically.
Creator Analytics Dashboard
All your platforms — YouTube, Instagram, email, sales — in one clear view.
Automations & Glue
Kill the busywork — Zapier, Make, n8n plus custom code wired to your tools.
Tech-Partner Retainer
Your on-call product team — ongoing builds, fixes, and experiments, month to month.
Starting points. Bigger scope, milestone billing — we'll quote it on the call.
Senior-led, honest engineering.
No juniors learning on your dime, no agency bloat. A staff-level engineer scopes it, builds it, and tells you the truth about the tradeoffs — every step of the way.
Avinash Dangi
Staff Engineer · 9+ years
Got something to build?
Tell us the outcome you want. We'll come back with scope, price, and a timeline — usually within a day.
or email hello@kiln.studio
Build-in-public notes to your inbox
Occasional drops on what we're shipping, what's working for creators right now, and the tools actually worth your time.