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Industry Focus

AI & Machine Learning
Intelligence That Works

We don't add AI for the pitch deck. We identify where machine intelligence genuinely reduces cost, accelerates decisions, or unlocks capabilities that weren't possible before — then we build it properly.

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What We Build

AI capabilities we ship

AI-Powered Analytics
Predictive dashboards, recommendation engines, and pattern detection systems built on real business data.
LLM Product Features
GPT-4 and Claude integrations for content generation, document analysis, and intelligent search.
Computer Vision
Image recognition, medical imaging analysis, and visual inspection automation pipelines.
AI Workflow Automation
Intelligent document processing, routing automation, and decision-support tools that replace manual review.
Recruiting & Matching AI
ML-powered talent scoring, player scouting algorithms, and compatibility matching engines.
AI Audits
Operations & AI audit service — we map your workflows, identify where AI generates real ROI, and build the roadmap.
Portfolio

AI work we've shipped

Winthrop Intelligence
Sports Technology & AI Analytics
Built an AI recruiting and roster intelligence platform for college athletics programs
Winthrop Intelligence needed a production-grade platform to deliver AI-driven recruiting analysis, performance benchmarking, and roster management to athletic directors. Techdots architected and built the full product from data pipeline to dashboard.
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Start with an AI Audit

Not sure where AI fits in your business?

Start with our Operations & AI Audit. We map your workflows, identify the highest-ROI opportunities, and give you a clear roadmap before any code is written.

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