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AI Automation Services:What needs to change?

Start with the problem you need to solve. We agree the scope together, keep what already works, and take the right work through to production.

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AI Automation · Voice AI · AI Agents · Product Build

What I do

Automate the work, then own the software

Four services, ordered the way most projects actually run. Automation proves the value in weeks. The product is where it ends up once it has.

From the enquiry form to the HubSpot record and a WhatsApp reply with a booking link.See it working: AI Client Acquisition System
01

AI Automation

Every operation has work that happens the same way every time — quotes rebuilt from scratch, data retyped between tools, updates chased by hand. I map that work, replace it with systems that run on their own, and make sure you hear about it when they don't.

  • Workflow audit
  • n8n and custom code
  • Human in the loop
  • Monitoring and docs
Explore AI Automation
A test call, from the first question to a confirmed booking, in one minute.See it working: FrontDesk AI
02

Voice AI

Missed calls are lost revenue, and most businesses miss them after hours, mid-job, and whenever everyone is already on the phone. A voice agent picks up every time, asks your questions, books the work and writes down what was said.

  • Inbound call handling
  • Calendar booking
  • Transcripts and summaries
  • Human hand-off
Explore Voice AI
Checking a real offer end to end, in one minute.See it working: AsliOffer
03

AI Agents

A general chatbot can't answer a question about your pricing, your stock or your policies — and it will invent an answer rather than admit that. An agent grounded in your own data and wired into your own systems answers from what's true, and is tested so you know when it stops.

  • Retrieval over your data
  • Tool use
  • Guardrails and evals
  • Cost and latency tuning
Explore AI Agents
From the morning brief to asking Newsbit a question, in one minute.See it working: Newsbit
04

Product Build

When a workflow becomes how your business runs, renting it inside somebody else's tool stops making sense. This is the full build — interface, model layer and infrastructure — whether you're taking an AI product to market or outgrowing the automations we started with.

  • Product and interface design
  • Full-stack build
  • Model orchestration
  • Launch and iteration
Explore Product Build

Built with the tools your team already trusts

OpenAIAnthropicElevenLabsLangChainSupabaseVerceln8nPinecone

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

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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.

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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.

Book a callOr email the studio