Custom ML Models

Building machine learning models on an organization's own data.

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Custom ML Models is KitelyTech's service for building machine learning models on an organization's own data, for problems where off-the-shelf models stop short. Part of Applied AI & Governance, within AI & Agentic Systems.

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Where this fits

Delivered through Katalyst Custom™, KitelyTech's fully engineered, validated build process. Ongoing production monitoring connects to AI Governance, Security & Model Monitoring.

what we build

  • Problem framing and feasibility assessment before any training run
  • Data preparation, feature engineering, and training
  • Evaluation against agreed metrics on held-out data
  • Deployment, versioning, and the monitoring that catches drift in production

Their team’s great and coaches us through the projects. Most of the hiccups are on our end. They’ve been patient and professional the whole time.

Antonio
Director of Sales, Security Systems Integrator

They didn’t bill me enough for the quality of their work.

James
Attorney & Owner, Law Firm

Their professionalism and sheer knowledge is reason alone to work with them. This company is definitely on the top of my referral list!

Jodie
Co-Founder, Online Kids Fashion Retailer

I made it clear that we needed this project done in six weeks and they were able to accomplish it in five.

Steven
Founder, Nonprofit Organization

Their experience stands out to us.

Antonio
Director of Sales, Security Systems Integrator

What I found to be most impressive about KitelyTech was the air of excellence that each member of the team carried themselves with.

Steven
Founder, Nonprofit Organization

The final product exceeded all of my expectations

Rogerio
Marketing Partner, Sports Agency

I came into this engagement as a sceptic. We had been through a failed implementation with a previous vendor and I had high standards for what evidence of competence looked like before I would trust a partner with our core systems. This team earned that trust progressively — through the quality of the discovery documentation, the rigour of the technical proposals, the consistency of the sprint deliveries, and ultimately the stability of the production system. I no longer lead with scepticism when recommending them.

Rupert
Director of eCommerce, (Company Withheld by Request)

KitelyTech was big enough to cope with my requests but small enough to care.

Stephen
Founder, Antique Jewelry Retailer

To this day, they continue to make sure that I have what I need to be successful.

James
Attorney & Owner, Law Firm
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The best work starts with a real conversation

Every engagement starts with a scoping conversation, not a guess. Tell us where you are, and we'll tell you exactly what it takes to get it right.
What to expect
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Scoped by the senior engineers who'll actually do the work
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A real conversation before any number gets attached
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Priced for what the work requires, nothing padded in