Applied AI & Governance

Applied AI & Governance covers AI systems built for specific technical problems (vision, language, prediction, custom models), plus the governance and monitoring that keeps them safe in production.

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additional information
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Applied AI & Governance is KitelyTech's service for applied machine learning, computer vision, natural language processing (NLP), and AI governance and monitoring. Part of AI & Agentic Systems, it covers AI systems built for a specific technical problem (vision, language, prediction, custom models), along with the governance and monitoring that keeps any AI system safe once it's running in production.

AI Governance, Security & Model Monitoring connects directly to KitelyTech's broader security and governance approach.

Where this fits

Computer Vision, Natural Language Processing, Predictive Analytics, and Custom ML Models are delivered through Katalyst Custom™; building a model from scratch doesn't have a fixed-scope fast-track. AI Governance, Security & Model Monitoring is the exception: the AI Security Audit under Katalyst Launchpad™ is a fast, fixed-scope way to start on the governance and exposure side of this work specifically.

what we build

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Representative work
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Space Research Program

AI crater detection for planetary surface dating

Space Research Program

Dating a planetary surface means counting the craters on it. On Mars that meant researchers reviewing orbital imagery by hand, one region at a time, on a planet with a surface area the size of every continent on Earth combined.

Automated image analysis and AI models that detect craters in orbital imagery and characterize them for surface age classification. The models handle the conditions that break naive detection, including overlapping craters, erosion, and varied lighting across image sets, so classification holds up across regions rather than on curated samples.

Technologies:
Python
Computer Vision
Image Analysis Tooling
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Related Services
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Applied AI & Governance
Services
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Computer Vision

Systems that read images and video.

Natural Language Processing

Systems that read and classify text at scale.

Predictive Analytics & Deep Learning

Models that forecast and flag.

Custom ML Models

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

AI Governance, Security & Model Monitoring

Keeping AI systems safe in production.

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START HERE
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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