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UPPER LAYER®
AI automation, AI voice & product

Automate the slow workThen own the software

Bottlenecked by manual workflows, missing client calls, or scaling your team? I build custom AI automations and voice agents that help modern businesses run on autopilot and own the software outright.

48h

A written scope and a fixed fee within 48 hours of our call

No drawn-out discovery phase before you know the number

See how I work

Built with the tools your team already trusts

OpenAIAnthropicElevenLabsLangChainSupabaseVerceln8nPinecone

How I can help

What needs to change?

Start with the problem you need to solve. Most projects begin with one automation, prove themselves in weeks, and grow from there — we agree the scope together and keep what already works.

I find the repeated work inside your operation and replace it with systems that run on their own — with a human in the loop exactly where it matters.

  • Workflow audit and opportunity map
  • Automations built and deployed
  • Integrations across your existing tools
  • Monitoring, logging and handover docs

A voice agent that answers every call in your tone, qualifies the caller, books the job and logs it — on your number, without anyone picking up the phone.

  • Inbound call handling and qualification
  • Booking straight into your calendar
  • Transcript and summary after every call
  • Hand-off to a human when it matters

Assistants and agents that know your product, your data and your rules — scoped tightly enough to be trusted, and evaluated so you know when they drift.

  • Retrieval over your own knowledge base
  • Tool use wired into real systems
  • Guardrails and evaluation suite
  • Cost and latency tuning

The whole thing: interface, model layer and infrastructure. For teams taking an AI product to market, and for clients whose automations have outgrown the tools they were built in.

  • Product and interface design
  • Full-stack build and deployment
  • Model orchestration and fallbacks
  • Image and content generation where the product needs it
  • Launch support and iteration

Selected work

Products I've built and shipped

AI Client Acquisition System n8n intake workflow diagram routing leads through Gemini scoring, HubSpot, and Telegram
Studio contact form submitted with inquiry from BrightSmile Dental requesting sales AI automation

AI Client Acquisition System

Lead automation

Six n8n workflows that answer every enquiry in under a minute: they take leads from any form, score them with Gemini, log them in HubSpot or Google Sheets, reply by email and WhatsApp with a booking link, brief me before the call, follow up, and stop the moment a lead replies. It runs on free tiers for $0 a month.

AI Automation — n8n (self-hosted, Docker), Cloudflare tunnel, Gemini 3.1 Flash-Lite, Gemini 3.5 Flash (fallback)

View case study: AI Client Acquisition System
FrontDesk AI browser call dashboard showing reception metrics, 7-day call volume, and integrations
FrontDesk AI Calls log table listing patient call IDs, durations, and successful completion statuses

FrontDesk AI

AI phone receptionist

An AI phone receptionist for a demo cosmetic clinic, running on Vapi: it answers questions, qualifies the caller, books the appointment in Cal.com and logs the caller and the full transcript to HubSpot.

Voice AI — Vapi, Deepgram Nova-3, GPT-4.1 mini, Retell and Bland (kept as backups)

View case study: FrontDesk AI
Newsbit browser home screen with News for busy minds headline and AI news question ask box
Newsbit Today's Brief with AI news summaries, source publisher tags, and Listen with AI voice button

Newsbit

AI news app

An AI news app that ranks the day's top 10 stories and summarises each one with a link to the original, refreshed automatically every morning.

Product Build — Next.js, TypeScript, Tailwind CSS, FastAPI

View case study: Newsbit
AsliOffer browser landing page with Verify Job Offers With Real Public Footprint Proof headline
AsliOffer multi-agent investigation cards for Company, Recruiter, Salary, and Scam detectors

AsliOffer

Job offer verification agent

An AI agent that checks a job offer against the employer's public footprint in live search results and flags scam signals for Indian freshers, citing a source for each finding.

AI Agents — React 18, Vite, TypeScript, Tailwind CSS

View case study: AsliOffer

The studio

Meet Upper Layer

I scope, build and ship every project myself, so the person you brief is the person writing the code. I start with the one workflow that's costing you the most time, prove it in working software on the tools you already use, and only grow the scope once it's paying for itself.

01

Find the workflow worth fixing first

I map how the work happens today, keep what already works, and pick the highest-leverage fix. You get the deliverables and a fixed fee in writing before anything starts.

02

Review it working, on your own tools

You test a working prototype connected to your real systems, with a person approving anything that reaches a customer, while changes are still cheap.

03

Ship it and hand over the keys

I deploy into your accounts with logging and alerts, document it, and walk your team through it. You own the code, prompts and infrastructure from day one.

Jay Patel, founder of Upper Layer Studio

Jay Patel

Founder, Upper Layer Studio

Connect on LinkedIn

Your project, led by me

I'm Jay, and I'm drawn to automating work with AI, building products and AI voice agents, and to the real-world applications of all of them.

We start by agreeing what needs to change and what should stay. You review the direction in working software, then I ship the scope and hand over the code, access and guidance your team needs.

2+ yrs

Software development

Full-stack, backend and AI

7

Case studies

Real products, with the build explained

4

Services

Automation, Voice AI, Agents, Product Build

A few useful answers

Read the FAQs

Still have a question? Book a call and we can talk it through and agree the next step.

Book a call

No. Strategy that isn't grounded in a working system tends to age badly. We start with one high-leverage workflow, ship it, and let what we learn there shape the wider plan.

No, and be wary of anyone who says they do. The intelligence comes from models like Claude and GPT, and from dedicated speech providers for voice. What I build is everything around them — the architecture, the integrations, the guardrails and the interface. That's the part that's specific to your business, and it's the part you own.

No. Plenty of work stops at an automation that quietly runs forever, and that's a good outcome. But when a workflow becomes central to how you operate, paying per task inside someone else's tool stops making sense. At that point I'll tell you it's worth rebuilding as your own software, and show you the maths.

That's the default. I build on top of your existing stack — CRM, helpdesk, warehouse, spreadsheets, whatever is actually in use — rather than asking you to migrate first.

Me, directly, start to finish. Upper Layer is a one-person studio by design: you talk to the person writing the code. When a scope needs specialist design or infrastructure work I bring in people I've worked with before, but I stay on the project throughout.

Fixed fee against an agreed scope, split across milestones. You'll have the number and the deliverables in writing before any work starts. Ongoing support is a separate monthly retainer if you want it.

Thirty minutes. You describe the problem, I ask about your current workflow and constraints, and you leave with an honest read on whether AI is the right answer and what it would take. If it isn't, I'll tell you.

You do. Code, prompts, infrastructure and documentation are handed over in your own accounts. I'm not building a dependency on me.

Start a project

Tell me what needs to change

Share your product and the work you need. I'll help you find the right scope and next step.