gremlin.group / services/ ai-machine-learning
AI & Machine Learning
Most useful AI is not a chatbot on your website. It is document processing, knowledge search, automated reports. The kind of thing that turns a full day of manual work into half an hour of checking edge cases.
- ML model development and training pipelines
- Natural language processing and document extraction
- Computer vision for quality control and automation
- AI-powered search and recommendation systems
- LLM integration and prompt engineering
- Model monitoring, evaluation, and retraining workflows
How we approach it
We start with the business problem. If a spreadsheet formula solves it, we will tell you. If you need a proper ML pipeline, we build it with testing, monitoring, and a plan for what happens when the model gets something wrong.
Our AI work focuses on practical applications: document extraction pipelines that replace hours of manual data entry, internal search systems that actually find what people need, and automated reporting that pulls data from multiple sources into a single view. We use a mix of off-the-shelf models and custom training depending on the use case, and we always build in evaluation metrics so you can see when the model needs retraining.
Case study AI Document Processing for Legal Firm 85% less manual data extraction, accuracy up from 94% to 99.2%.Other services
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