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April 1, 20264 min readsportsuse case

Coaches: training plans and athlete-data Q&A

Upload programs, athlete logs, and sports-science papers. Ask 'who hit a plateau in week 6?' or 'how should we taper for the meet?'

Strength and endurance coaches have always worked with paper logs and PDFs of training plans. The athletes are getting more data; the coach's recall has stayed roughly the same. SeekFiles AI is a way to scale recall with the data without scaling the coach's workload.

The problem

Training-plan PDFs, athlete logs (often handwritten and photographed), and sports-science journals — three formats, three storage spots, one coach. Cross-referencing "who hit a plateau in week 6 of last cycle, and how did we adjust?" is the kind of thing that should be a 10-second lookup.

How SeekFiles AI helps

  • Vision + OCR — handwritten paper logs become searchable.
  • Cross-document Q&A — match athlete logs against the plan's intended progression.
  • Cited answers so you can show the athlete the page that explains the adjustment.
  • Sport-science recall — drop the journal PDFs you've collected and ask thematic questions.

A workflow

  1. Per-athlete assistant for high-touch programs. Upload program, weekly logs, prior cycles.
  2. Team-level assistant for the squad. Upload the master plan and the photographed weekly logs.
  3. Pre-meet planning: ask "who's tapering well based on the last 14 days of logs?"
  4. Method development: ask the journal-paper assistant "what's the consensus on plyometric volume for prepubescent throwers?"

What to upload

  • Annual training plan
  • Athlete daily/weekly logs (photographed paper or digital exports)
  • Sports-science journal PDFs
  • Strength program PDFs (5/3/1, Westside, etc.)
  • Prior cycles' notes

Coaching has always been pattern-matching at speed. SeekFiles AI just gives you a much bigger pattern memory.

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