Fake Friends: concept to product in two days.Read more

AI and machine learning

Recommendations, LLM features and vision models, shipped inside a real product.

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Politik AI assistant screen on a phone

What we build

LLM integration

Chat and assistants on Claude, GPT or your own.

Recommendations

Content, products and people users actually want.

Computer vision

Image recognition, OCR, video and visual search.

Natural language

Sentiment, classification and entity extraction.

Predictive analytics

Forecast churn, demand and what users do next.

Automation

Moderation, support and workflows that run alone.

How we work

Four steps, from assessment to production.

01Opportunity assessment

Where AI adds the most value to your product or business.

02Data and model strategy

Data readiness, the right models and the ML pipeline.

03Build and train

Implement the features, fine-tune the models, integrate with your product.

04Monitor and improve

Track performance, retrain on new data, keep accuracy climbing.

Questions, answered

Anything else, ask on the call.

Not always. Many features run on pre-trained models like Claude or GPT with no training at all. For a custom model we help you plan how to collect and label the data first.

Software people love.

Thirty minutes. You leave with a plan and a number.

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