Know Before You Bid — Industry Knowledge for Road Construction

AI-powered bid intelligence built on TxDOT’s public data, delivered through the Taskwell chatbot and purpose-built for Texas road contractors.

The problem

TxDOT publishes every bid tabulation — every line item, every competitor, every price — after the fact. The data is all there. The problem is it’s scattered across FTP archives, Socrata APIs, and fixed-width text files going back to 2010, and most contractors never touch it.

Texas road contractors compete on hundreds of TxDOT lettings every year against the same rotating pool of competitors. Win too high and you lose; win too low and you regret it. Historical bid tabs, engineer’s estimates, pre-letting project listings, and plan holder rosters are all public — but the raw data is massive, inconsistently formatted, and practically impossible to analyze at scale without significant engineering investment. Most estimating teams fall back on institutional memory and gut feel.

What Taskwell does

Taskwell Industry Knowledge turns the entire TxDOT bidding record into a searchable, conversational intelligence layer your estimators can query in plain English before the next letting closes. It rests on three pillars:

• Competitive Pricing Intelligence — see exactly what every bidder priced on every line item across all historical lettings, queryable by item code, county, district, or contractor.
• Project Pipeline Visibility — track upcoming pre-letting projects weeks before they hit the street, with engineer’s estimates, descriptions, expected let dates, and plan holder lists.
• Competitive Landscape Awareness — draw on active project and payment data to see market activity by district, contractor, and project type.

“What did Zachry bid on Item 340 concrete pavement in District 17 last year?” · “Who has pulled plans on the Loop 338 widening in Midland County?”

What this unlocks

Paired with the chatbot’s ability to reason across the pillars together, the real value is in the compound questions your team can now ask and answer in seconds:

• Price-to-win modeling — save a predicted bid before a letting; Taskwell scores your accuracy once results publish, building a calibration record over time.
• Item-level cost benchmarking — pull pricing history on any pay item (concrete, asphalt, earthwork, drainage, signage) across time periods, districts, and contractors.
• Subcontractor and win-pattern analysis — see any contractor’s geographic footprint, win rates by district, and the job types where they dominate versus stretch.

What you get

Customers report faster, more confident bid decisions, tighter bids with better margin protection, earlier awareness of upcoming opportunities, a clearer picture of the likely field before bids are opened, smarter go/no-go calls, and a learning estimating team as prediction scoring compounds over every letting cycle.

Industry Knowledge is a purpose-built add-on — no data science team, no custom pipeline, no months of integration. Subscribe to Taskwell, add the Road Construction integration, and your team can query TxDOT’s full bidding history the same day. The data is sourced entirely from the public record: FTP archives back to 2010, the Texas Open Data Portal’s Socrata APIs, and pre-letting project databases updated in near real-time. Your competitors’ bid history is already public — the only question is whether you’re reading it.