Hi. I'm Ankit Soni, a product designer and physics grad crafting thoughtful digital experiences, AI tools, and visual systems as a storyteller with empathy, clarity, and impact.
Healthcare · SaaS
"the structure of feeling,
the geometry of empathy"
E(empathy) = m(modern)
× c(consumer)²
AI · Automation
Digital Health
"every hover state
is a rehearsal"
Healthcare · SaaS
"the structure of feeling,
the geometry of empathy"
E(empathy) = m(modern)
× c(consumer)²
AI · Automation
Digital Health
"every hover state
is a rehearsal"
Work that solved real problems, balanced trade-offs, and shipped under real constraints.
How do you bring calm and clarity to a surgical team's busiest hours?
Visit live site →Can powerful AI automation feel simple enough for a non-technical owner?
What does trustworthy healthcare look like for patients and doctors alike?
Visit live site →How do you make evaluation feel fair when an algorithm is in the room?
Visit live site →Where does a beloved app quietly lose the people it's trying to help?
Read case study →How do you build trust between companies and developers they've never met?
Read case study →Expressing narratives across text and staging, on screens and platforms alike.
Admit One to Ankit's Digital Poetry & Screenplay Archives
I start with the people, not the screens. Understanding the human on the other side is the energy that powers everything else.
I slow down early to move faster later — interviews, desk research, and competitive analysis surface the real problem worth solving.
I think in flows, states, and components. Tokens and design systems keep things consistent and scalable long after launch.
Real impact happens within real limits. I make sharp trade-offs and keep products moving from 0→1 and 1→N.
"The equation E = mc² shows how energy becomes mass. I borrowed it for my own work: empathy, multiplied by a modern, consumer-first lens, is what turns an idea into something people feel."
Some stay questions. Some turn into case studies. Here's where the explorations and deeper dives live.
Rethinking how teams screen and hire candidates without the busywork.
A market-prediction app — forecast right to win, forecast wrong and lose nothing.
Part of the team building a cohesive, scalable framework for fintech at scale.
Unscripted frames from talks, studio sessions, and the cutting-room floor — the cinema-roll version of a portfolio.
I'm open to full-time roles and select freelance projects. The fastest way to reach me is email.
Users land on a dense dashboard with no clear call to action — chatbot, automation, and marketplace all at once, with no hierarchy. The first question becomes "what do I do first?" and most won't find the answer.
Most non-technical users arrive with a specific, tangible goal: "I want a chatbot for my website." It's the most concrete and familiar use case.
They expect a customer-support tool — a chat widget they can embed and configure simply — and get confused by automation builders and agent marketplaces.
"A place where you build AI chatbots for your business, automate repetitive tasks, and hire pre-built AI agents — without needing to code."
It varies by user — which is exactly why guided, persona-aware onboarding matters.
| Feature area | Indite.io | n8n |
|---|---|---|
| Chatbot builder | Native, no-code builder with multilingual support and brand customisation | Basic chatbot via webhook + agent node — not dedicated, manual setup |
| Workflow automation | Present but UI is cluttered — high cognitive load for new users | Best-in-class node canvas. 400+ integrations, JS/Python nodes |
| AI agents | Marketplace to rent or buy pre-built agents. 50+ verticals | Build manually via LangChain. No marketplace — full DIY |
| Integrations | 150+ integrations + HTTP for any API | 400+ pre-built integrations + HTTP for any API |
| Onboarding | No guided onboarding — users land in a cluttered dashboard | Templates help but setup needs technical knowledge |
| Templates | Use cases suggested but no clear template library | 900+ ready-to-use workflow templates |
| Analytics | Real-time dashboards for agents, interactions, metrics | Execution logs, audit trails, alerts, SIEM streaming |
| Target user | Business owners, ops, support — non-technical | Developers, DevOps — non-technical users struggle |
| Deployment | Cloud-only — no self-hosting mentioned | Cloud + self-hosting, on-prem, RBAC, SSO |
| AI memory | Agents remember context and improve via feedback loops | No persistent memory — resets each run, needs external DB |