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Benchmarking · savings · ratings

Know where you stand.

Turf has never had real benchmarks. Greenkeepers work in isolation and committees have nothing to judge spend against. MachAIr changes that, using your own verified record.

Verda, the MachAIr AI assistant, answering a question about the course in plain language
Verda · AI assistant

Just ask.

Verda is your AI greenkeeping assistant, built on Claude. Ask anything about your course in plain English and get a grounded answer in seconds, drawn from your own records, weather and benchmarks. It never invents numbers, it is read-only, and it can only ever see your club.

  • Plain-English answers, grounded in your own records
  • Never invents data, and private by design
  • A morning brief, disease watch and committee report on tap
Your greens nitrogen reads at the very top of the nearby cohort: 100th percentile against a median of 43.6 kg N/ha. You are the heaviest feeder in the group. Worth reviewing the programme, particularly the spread between greens.Example answer — illustrative, not a real club’s data
MachAIr benchmark panel comparing this course to nearby clubs across inputs, spend and quality

Compare to your neighbours.

We compare your course to its peers, nearest clubs first, widening the circle only until there are enough to be fair. You see the spread, never another club. Anonymous and opt-in, so contributing is what unlocks the comparison.

  • Inputs: greens nitrogen, fungicide and total applications
  • Spend: input and total maintenance, per hectare
  • Water use, issues per hectare, resolution time and aeration
  • Ecology: managed habitat and species recorded
MachAIr Savings Ledger showing weather-normalised input savings in pounds and kilograms

Prove the savings.

The Savings Ledger compares what you applied to what the models say the turf actually needed, weather-normalised so it cannot be written off as a dry year. Costed at your own blended price per kilo of nitrogen, from your own spend, not a vendor estimate.

  • Savings in pounds and kilograms, season to date
  • Your own cost basis, from your spend and records
  • A peer line: how your inputs sit against nearby clubs
  • A committee report that writes itself
Course rating · coming soon

A rating worth marketing.

Because condition, input precision and sustainability are recorded on the spine, they will roll up into a credible rating, not a self-reported review. The aim: a marketing asset owners and committees can show members and visitors, anchored in data that is hard to fake.

Map your course. Prove your work.

Start on the free tier today. Add the agronomy loop and drone surveys when you are ready.

Explore surveys