Custom ML Models

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

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additional information
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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.

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
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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