Agents that estimate, level bids and qualify subcontractors.

Most of an estimate is memory. Which assembly your office actually uses for a wall type, what that assembly cost the last time you built it, and the allowance your team carries on this kind of project because of a job that went sideways years ago.

That knowledge sits with one or two people. When a job comes in that resembles one your firm already built, finding what it truly cost means opening old files, so most teams price it fresh.

The Estimating Agent reads your firm's own record and drafts the estimate from it. Each line carries the past job, the assembly rule or the price source behind it.

It hands the draft to your estimator. A number nobody can trace is a number nobody should sign.

Proposals arrive as PDFs in the days before bid day, each in its own format, each carrying its own exclusions buried in the fine print. Someone reads all of them and types the differences into a spreadsheet.

That job runs on the hours you have least of, in the window where a missed exclusion costs the most.

The Bid Leveling Agent reads every proposal that arrives and puts them side by side in your format. It surfaces what each one covers, what each one leaves out, and where two subs have priced different scopes against the same trade.

The gaps between proposals are the finding. That is where a job gets bought twice or missed entirely.

A subcontractor sends shop drawings or a marked-up scope, and it looks close enough. The place it differs from your set is where the money goes, and it surfaces after the award.

Comparing the two sheet by sheet is slow, so it happens under time pressure or it happens after the fact.

The Subcontractor Qualification Agent compares their drawings against yours and reports where the two disagree. It also gathers what the public record says about the business itself, against the criteria your firm sets.

Both halves land before you award rather than after.

The Project Recall Agent reads what your firm has already produced and answers questions about it. What was decided about an assembly, when it was decided, who approved it, and against which clause.

It does not summarise a folder.

Every answer stays connected to the email, markup, sheet or specification section it came from, so a reviewer opens the source and sees where it came from.

When the record does not support an answer, it returns nothing and names the document that would have to exist. A blank is a finding.

The Quantity Takeoff Agent reads a drawing set and identifies the quantities your team needs from it: doors, windows, rooms, fixtures, wall lengths, floor areas, finish areas, equipment, or other defined elements.

It does not return one unexplained spreadsheet.

Every count and measurement remains connected to the drawing, sheet, and location it came from, so your team can review the result against the sheet it sits on.

The Energy-Code Calculation Agent gathers the project information needed for the selected compliance path, organizes the calculations, and prepares a draft package for professional review.

Depending on the project and jurisdiction, this may include envelope assemblies, fenestration, lighting, mechanical inputs, climate-zone requirements, and supporting documentation.

The Window U-value and R-value Agent reads the drawings, specifications, product information, and project requirements to prepare a coordinated schedule of envelope performance values.

U-factor describes overall heat transmission through an assembly and is most prominent for fenestration. R-value describes thermal resistance, particularly for insulation and opaque assemblies. The agent handles both, because a compliant envelope needs both.

It helps the team reconcile what is drawn, what is specified, what the code requires, and what is still missing.

The Zoning and Envelope Agent assembles the rules affecting the site and compares them with the current project information. Envelope here means the legally buildable volume of the site, not the thermal envelope.

It helps the team identify the dimensional constraints, calculations, approvals, and unresolved interpretations that could affect the design.

Zoning regulations commonly address use, density, lot dimensions, setbacks, building height, open space, parking, projections, landscaping, and related site requirements. The exact rules remain jurisdiction-specific.

A TVR is a Technical Valuation Report: the technical write-up of what the building is and what it is worth building. This agent produces the first draft of one.

The Plan-to-TVR Agent reads the available plans and supporting project documents, extracts the relevant building information, and prepares a structured report for review.

Instead of asking a senior team member to reconstruct the project from multiple sheets and documents, the agent assembles the first draft and shows where every material statement came from.

Every firm has recurring work that exists because of how that particular firm operates.

It may be a project-start checklist that only one principal fully understands. A proposal process built from five previous documents. A standards review performed differently for each project type. A weekly leadership report assembled from several systems. A recurring deliverable that requires someone to remember where everything lives.

That work can become an agent too.