AI for commercial landscaping companies, tested on bids and storms you already worked.

Grass and snow are one company's year. The federal industry index files snow plowing done alongside landscaping, which it calls seasonal property maintenance, under landscaping services, NAICS 561730. For a company that works both seasons, the two jobs here sit at opposite ends of the calendar: bids decide which properties your crews maintain next year, and storm logs show what they did when it snowed.

A bid you already priced is an answer key. Des Moines County Conservation in Iowa took bids in November 2025 for its 2026 mowing season, with renewals possible through 2030. Its bid sheet prices lawns per 10-to-14-day cycle and some trails per monthly cycle, spraying per year, and the county pays monthly by the cycles completed. Trails are mowed at their current width, or at least 10 feet when nobody is sure, chemicals are banned at one nature preserve, and every area gets cut the week before Memorial Day, the Fourth of July and Labor Day. Each bid in your files holds the request, the counts your estimator made and the form you sent, and a proof of concept can be scored against all three.

A storm's record matters long after the melt. In Illinois, someone hurt in a fall has two years to sue. Since August 2016, the state's Snow Removal Service Liability Limitation Act has voided clauses in snow and ice contracts that make either side indemnify, defend or hold harmless the other for that other side's own acts; contracts with public bodies, for public roads or with utilities fall outside it. Under rules like these, a dated record of what your crew did at each site, and when, carries weight, and it is the record that is hardest to assemble the morning after. This describes the statute; it is not legal advice.

Chemical work leaves its own trail. New York has commercial pesticide applicators record each application with the product's EPA registration number, the quantity, the date, the address down to the five-digit zip code, the dosage rate, the method and the target organism. The records are kept at least three years, and the prior year's report goes to the state's environmental department by February 1. Those entries come from the same crew notes as everything else, which is why application records sit third on the list above.

Certified people, specialized software. NALP, the National Association of Landscape Professionals, certifies technicians in installation, maintenance and irrigation, with the exam taken online and now offered in Spanish; it retired its Business Manager (Exterior) certification on October 3, 2024. Systems such as BOSS, which The Integra Group sells as landscape and snow management software on a single platform, keep the company's records. The test needs none of them, because it runs on copies and exports.

One limit covers every job. The proof of concept never prices or submits a bid or proposal, never changes a contract's scope, never decides what was serviced or whether a site was safe, and never contacts a property manager or owner. It works only on copies. A person on your team decides and sends.