AI DEVELOPMENT

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Practical AI inside the product you already run

From retrieval-augmented assistants to automated back-office workflows, we build AI features that connect to your real data and systems. Every deployment includes evaluation, prompt and model versioning, guardrails, and observability, so you can see what the model is doing.

6-8 wk

Typical Pilot to Production

RAG

Retrieval-Augmented Architecture

24/7

Monitoring & Guardrails

Who it's for

Who our AI development service is for

We work with teams that want AI to do something measurable. We start with a business problem such as slow support replies, scattered documents, or messy data. Then we build the smallest system that solves it reliably, with human review where it matters and clear cost controls.

Support & sales automation

Document & knowledge search

AI features inside existing products

START A PROJECT

Companies without an in-house studio

Businesses that need senior product work without hiring a department: one accountable partner across design, build and launch.

Teams with a growing backlog

Product teams where the roadmap matters more than headcount. We add senior capacity without adding management layers or a second process.

Founders preparing to launch

Startups that need a credible product, brand and marketing site in front of customers on a fixed date, without a full internal team.

Multi-brand businesses

Companies that need consistent design and engineering across brands, regions and storefronts instead of a different vendor for every site.

Outgrowing your current setup

Businesses whose site, tools or internal workflow stopped scaling with them, and now cost more to patch than to replace properly.

Ready for a real product team

Businesses that need senior product work without hiring a department: one accountable partner across design, build and launch.

WHAT YOU GET

A Named Senior Team

The same designers and engineers from the first call to launch. No handoff to a junior team once the contract is signed.

Fixed Scope, Fixed Price

A written scope, milestone dates and a price that does not move unless you approve work outside it.

Built to Be Maintained

Readable code, automated tests and documentation your next developer can pick up without calling us first.

Support Past the Launch

Thirty days of post-launch fixes are included, then an optional care plan with the engineer who built it.

HOW WE WORK

Four habits that show up on every engagement

Scope

Discovery Before Estimates

Written Scope and Price

Success Metrics Agreed

Change Control in Writing

DESIGN

Wireframes and Flows

Prototypes You Can Click

Design Tokens and Components

Content Planned with the Design

BUILD

Working Build Every Two Weeks

Automated Tests and Review

Staging You Can Open

Small, Reversible Releases

AFTERCARE

Thirty Days of Fixes

Repo, CMS and Hosting

Written Handover Docs

A Care Plan That Fits

Start a Project

industries we serve

Built for the industries we know best

We do not treat every sector the same. Healthcare, retail and manufacturing each carry their own integrations, compliance context and vocabulary, and we start from the patterns we have already solved.

Nine focus industries, one senior team. Every engagement ships with the same process and the same standard of handover, whatever the sector.

Automotive & Mobility

Healthcare Systems

E-Commerce & Retail Scale

Advanced Manufacturing

Enterprise SaaS Platforms

Supply Chain & Logistics

Real Estate & PropTech

AI & Data Intelligence

Transportation & Fleet

EXPLORE ALL INDUSTRIES

One Senior Team

The people who scope your project are the ones who design and build it. There is no account layer and no junior delivery team.

Sector Context

We start from the compliance and integration patterns already common in your industry, not a blank page.

Staged Launches

New systems go live behind flags and staged traffic, so the old one keeps running until the new one is proven.

Ongoing Support

Monitoring, updates and a monthly care plan for the platforms we build, host and maintain.

Systems That Fit

Custom builds and integrations rather than a fixed template your team has to work around.

Clear Handover

Code, design files and infrastructure access sit in your name from day one and are handed over in full.

SUPPORT & RETAINERS

Support that does not stop at launch

Fixed monthly retainers with a named team and a written scope. Pause or cancel with 30 days notice. There are no multi-year contracts and no surprise invoices.

Fixed Monthly Fee

Senior Engineers Only

30-Day Cancellation

COMMON QUESTIONS

Questions we get before every project

How engagements work, what things cost, who does the work, and what happens after launch.

What kinds of projects do you take on?

Mostly three: marketing sites and platforms that have to perform, custom internal tools that replace spreadsheets, and AI features layered onto existing products. If a project needs design, build and a clear owner, it fits.

How long does a typical project take?

A focused marketing site usually ships in four to six weeks. A custom portal or internal tool runs eight to fourteen weeks depending on integrations. We scope in two-week increments so you see working software early.

How do you price work?

Fixed-scope projects are quoted as a flat fee against a written scope. Longer engagements run on a monthly retainer. Either way the number is agreed before work starts, with no hourly surprises.

Do we own the code and design files?

Yes, from day one. Repositories, design files, infrastructure accounts and documentation sit in your organisation's name and are handed over in full at the end of the engagement.

Who actually does the work?

The senior team you meet on the first call. We do not hand projects to a separate junior delivery team, and the person who scopes your build is involved in shipping it.

Can you work with our in-house developers?

Often. We can lead the build, work alongside your team, or hand over a documented system for them to maintain. Access, code standards and review process are agreed at kickoff.

What happens after launch?

Every launch includes a warranty period for defects. After that, most clients move onto a monthly care plan covering hosting, updates, monitoring and a set number of change hours.

How do you handle data and compliance requirements?

We build to the constraints your sector requires: access control, audit trails, data residency and retention. Tell us the standard you have to meet and we will scope against it.

Which industries do you know best?

Healthcare operations, automotive services, manufacturing, retail and e-commerce, SaaS, logistics, real estate and AI-heavy platforms. The patterns differ, and we start from the ones we have already solved.

How do we start?

Book a discovery call. We will review what you have, ask about constraints and come back with a short written plan covering scope, timeline and cost, usually within a week.

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Hello, we're the Edgeless team.

Not sure your project fits? Ask us directly. A real person replies, usually the same day.

Talk to the team

Practical AI inside the product you already run

Who our AI development service is for

Built for the industries we know best

Support that does not stop at launch

Questions we get before every project

Let's Talk About Your Project