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Estimators on islands
Every estimator's workbook is a little different. Knowledge sits on a single laptop and walks out the door at retirement.
Your estimators keep using the Excel workbooks they've spent a decade refining. TOPQuote captures every Summary sheet and gives leadership the dashboards fire protection has been missing.
Quotes live on individual laptops. Win/loss data is anecdotal. Conversion rates by office, subsystem, or vertical are guesses. And every off-the-shelf tool asks your estimators to throw out the workbook they've spent a decade refining.
Every estimator's workbook is a little different. Knowledge sits on a single laptop and walks out the door at retirement.
No centralized view of what's quoted, what's pending, or what's been won. Forecasts are guesswork by office and segment.
Past attempts to replace Excel killed productivity, generated resistance, and stalled adoption for 12 to 24 months.
You can't drill into win-rate by subsystem, vertical market, or estimator. So you can't tell what's actually working.
They open the same Excel workbook they've always used. They quote the way they've always quoted. When they finish, an Excel add-in silently captures the Summary sheet and posts it to TOPQuote. Leadership sees the quote in centralized dashboards within seconds.
Once Summary data is normalized across every estimator and every workbook variant, leadership finally has the dashboards fire protection has been missing.
Compare branches head-to-head on volume, win rate, and margin.
Volume, win rate, average margin, and cycle time per estimator.
Concentration, repeat business, and win rate by customer relationship.
Wet, dry, pre-action, deluge, foam, clean agent, alarm, special hazards.
New construction, service, retrofit, inspection-driven, design-build.
Healthcare, data center, warehouse, multifamily, industrial, hospitality.
Quarter, year, rolling windows, with year-over-year comparisons.
Open, pending, booked, lost — with reason codes when you need them.
TOPQuote turns your full quote history into a conversation. Plain-English questions in, charts and worksheets out — answered in seconds, grounded in metrics that have already been computed and verified.
Anyone on your team can ask the questions an analyst used to spend a week building. Conversion rates by vertical. Win/loss patterns by estimator. Margin trends across branches. Worst-performing customers by close rate.
TOPQuote doesn't just answer in prose. It generates the right chart, the right worksheet, and the right drill-down — every time.
Most AI-on-data products fail the same way: a single agent loop trying to derive every metric at request time from raw records. It's slow, expensive, and the answers drift. We solved this by splitting analysis into two stages.
Tenant quote data is enriched and aggregated offline into curated analytics artifacts. The heavy lifting happens once, on a schedule — not on every question.
At question time, the model still uses tools — but those tools expose reliable precomputed metrics instead of forcing the model to derive everything from raw quote records. The result is grounded, fast, and reproducible.
Answers come from audited metrics, not on-the-fly aggregations the model has to invent.
Sub-second responses on questions that would otherwise require dozens of slow lookups against raw quote records.
Curated artifacts mean smaller context windows and fewer reasoning loops per question.
Every chart, every number, every claim is traceable back to a defined, versioned metric.
"Show me Q3 sprinkler quotes in Charlotte under $50K that we lost." Charts and worksheets, in seconds.
Flags margin drift, scope outliers, and pricing anomalies before they ship out the door.
Probability-of-win scoring on every open quote, calibrated against your own historical data.
Surface comparable historical quotes to validate pricing on a new opportunity in seconds.
Detects gradual erosion across customers, segments, or estimators before it shows up on the P&L.
Early warnings when revenue is over-concentrated in a single customer, vertical, or branch.
No new quoting workflow. No data entry. No "we're switching systems" memo. The estimator's workflow is unchanged — only the data destination is added.
Opens the workbook they've always used. No retraining, no migration.
Detects the Summary sheet, converts to JSON, posts to the dispatcher.
Fingerprints the workbook variant and routes to the right normalizer.
Standard data model powers dashboards, anomaly detection, and forecasting.
Quote appears in centralized dashboards within seconds of submission.
For the technical buyer: Versioned fingerprints handle template evolution over time. Raw payloads are preserved for replay if normalization rules change. Submissions that don't match a known fingerprint land in a review queue rather than being silently dropped or misclassified. A separate batch ingester points at a folder of historical workbooks and runs through the same pipeline — so day one delivers years of analytics, not just data captured going forward.
TOPQuote is the first analytics and AI platform purpose-built for fire protection that leaves your estimating workflow completely untouched. The dashboard patterns, KPI definitions, and drill-down dimensions inside it are battle-tested across more than a decade of fire protection estimating work — including platforms built for some of the largest names in the industry.
No. Estimators open the same workbook they've always used and quote the way they've always quoted. The Excel add-in captures the Summary sheet silently when they finish. There is no new quoting workflow to learn.
Yes. We fingerprint each workbook variant in your environment and map its Summary fields into the standard TOPQuote data model. No markers, no rewrite of your workbooks, no migration step.
Backfill ingestion is supported. A separate batch ingester points at a folder of historical workbooks and runs through the same fingerprinting and normalization pipeline as live submissions. Day-one customers get years of historical analytics — not just data captured going forward.
TOPQuote is delivered as a single-tenant deployment per customer. Your data lives in your tenant, isolated from every other customer. Encryption at rest and in transit, with audit logging on every API surface. We are not a multi-tenant SaaS.
Yes. We fingerprint your specific Summary layout, build a normalizer that maps your fields into the standard data model, and version it so we can handle template evolution over time. Submissions that don't match a known fingerprint land in a review queue rather than being silently dropped.
Most customers are submitting live quotes from a pilot office within two weeks of kickoff. Full company-wide rollout — including historical backfill — typically runs six to ten weeks depending on the number of workbook variants in your environment.
No demo-ware. No commitment. Thirty minutes with someone who has built this twelve times before, focused on what would actually move the needle in your estimating department.
We'll reach out within one business day.
Centralized analytics, dashboards, and AI enrichment for fire protection companies — without forcing your estimators off the Excel workbooks they already use.