Deep expertise in one trade means the same hardware sets, glass matrices, and ceiling families repeat across 70% of jobs. Preqonn AI remembers all of it, and applies it on the next bid.
Three completed bids. Three different jobs. The same HW-12 set shows up in every one. Across 42 bids, this set has appeared 31 times. Preqonn AI has remembered it 31 times.
70% of your work repeats. We remember it.
Single-discipline expertise should be your moat. Instead, every bid starts from a blank spreadsheet. Four reasons that breaks, and what we fix.
Same trade, same templates, same vendors. Yet every new RFP starts in a fresh Excel sheet, hand-typed from the spec. The 30th project doesn't feel any faster than the 1st.
The AI indexes every prior bid by spec section, opening type, room family, and finish. New job? Matched assemblies land pre-populated. You review, not retype.
The senior estimator carries 30 years of pattern-matching in their head. When they leave, it leaves. Hardware sets, glass matrices, ceiling families live in nine spreadsheets nobody else can read.
Every HW-set, IGU make-up, tile cluster, and grid family you've ever priced becomes a searchable, versioned object. Tribal knowledge becomes firm knowledge.
Allegion, ASSA ABLOY, Kawneer, Armstrong, USG, Schluter. Monthly price letters, lead-time bulletins, discontinuation notices. Keeping current is a full-time job nobody is hired to do.
Manufacturer price books and lead times stream in continuously. Every line on your bid carries today's price, today's lead time, and a discontinuation flag the moment a SKU disappears.
Bid fast and miss the spec'd low-E coating surface. Bid careful and watch the deadline pass. Specialty subs live in a margin where one bad assumption eats three good bids.
The AI is tuned to your discipline. NFPA 80 §6.4, ASTM E1300, ASTM E580, NFRC 100. Every spec line cross-checked against the codes your trade actually answers to.
Manufacturer pricing, lead times, finish codes, discontinuations. Every feed indexed. Every bid line traceable to a live SKU.
When the patterns are already remembered and the price books are already live, the bid stops being a search problem and starts being a judgment problem. You make the calls. The AI handles the typing.
Per mid-size bid. Spec parsing, vendor lookup, price-book cross-walk, schedule reconciliation. Three days of an estimator's week.
Pre-populated assemblies, live priced. You review, sign, and ship. Same depth. 54× faster.
The questions deep-trade estimators ask before they share a single bid.
20-minute demo. Bring a real spec. We'll run it through Preqonn AI, match it against your past bids, and walk the output.
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