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Case Study · Our own product
ScoreSheet AssistantAI assisted hockey scoresheet review

We had an idea. In weeks, it was a real product.

ScoreSheet Assistant is AI assisted hockey scoresheet review, live at scoresheetassistant.com. We built and launched it ourselves, as living proof of what our team and our 90 day process can deliver for anyone with an idea.

AI assisted scoresheet review

Upload a scan or photo of a paper hockey scoresheet. ScoreSheet Assistant reads it with AI, turns it into clean structured data, and flags anything worth a second look.

Game review Ready to review
Falcons vs. Wolves
Falcons4FINAL3Wolves
Winning goal#17 · 12:48 P33/3 agree
Penalty time08:32 P2Check source
1 Upload2 Extract3 Review
01The idea

A shoebox of paper scoresheets, and no easy way in.

Hockey still runs on paper. Every game produces a handwritten scoresheet packed with the final score, the winning goal, penalties, and times, and all of that data is trapped on a page in a binder somewhere. Getting it into a usable form means squinting at handwriting and typing it in by hand, one game at a time, with mistakes creeping in at every step.

The idea behind ScoreSheet Assistant was to let AI do the reading, while keeping a human confidently in control of the result. And rather than pitch that idea to anyone, we built it ourselves, as living proof of what our team and our 90 day process can deliver.

02What we built

AI that reads the sheet, and shows its work.

Instead of one AI taking a single guess, ScoreSheet Assistant runs multiple independent readings of the same scoresheet and compares them. Where the readings agree, you get a confident answer. Where they disagree, it flags the field and keeps the original scan right beside the data so a human can settle it in seconds. The whole flow is simply Upload, Extract, Review.

  • Consensus, not a single guess. Independent AI readings are compared before any result is shown.
  • Review against the source. Uncertain fields are resolved with the original scoresheet right beside the data.
  • Keep work organized. Workspace based history keeps every extraction easy to find and revisit.
  • Built for accountable review. Fast when the AI is confident, careful when it is not.
03The outcome

Proof that an idea can become a real product.

ScoreSheet Assistant is live at scoresheetassistant.com today. It is more than an app, it is the clearest possible answer to any entrepreneur or business wondering whether we can actually deliver. We took a real problem, applied AI in a way that people can trust, and shipped it as a finished product. We did it for our own idea, and we can do exactly the same for yours.

The proof: a real, launched AI product, built by the same team that would build yours.

Have an app idea of your own?

ScoreSheet Assistant started as nothing but an idea. Bring us yours, and our team can turn it into a real, market ready product in as little as 90 days.