DeepSigns

Use Case

AI Scope Gap Detection for Bid Teams

DeepSigns identifies drawing-to-spec conflicts and missing scope clauses before submission, so estimators can price risk from evidence instead of assumptions.

Decision Narrative

Why now

DeepSigns identifies drawing-to-spec conflicts and missing scope clauses before submission, so estimators can price risk from evidence instead of assumptions.

What breaks without this

Teams that only run repeat jobs with unchanged scope packages.

Decision framework

You regularly bid projects over $1M with multi-trade scopes.

Your team reconciles plan sheets, specs, and addenda manually.

Late scope misses have caused margin leakage in past quarters.

Recommended path

DeepSigns identifies drawing-to-spec conflicts and missing scope clauses before submission, so estimators can price risk from evidence instead of assumptions.

Initial scope-gap triage vs. manual review.

Implementation sequence

Run baseline, controlled pilot, and scale phases with explicit owner checkpoints.

Tradeoffs

Organizations without digital plan/spec source files.

Decision Criteria

  • You regularly bid projects over $1M with multi-trade scopes.
  • Your team reconciles plan sheets, specs, and addenda manually.
  • Late scope misses have caused margin leakage in past quarters.
  • You need a documented audit trail for pre-bid decisions.

Decision Matrix

Criterion Recommended When Not Recommended When
You regularly bid projects over $1M with multi-trade scopes.You regularly bid projects over $1M with multi-trade scopes.Teams that only run repeat jobs with unchanged scope packages.
Your team reconciles plan sheets, specs, and addenda manually.Your team reconciles plan sheets, specs, and addenda manually.Organizations without digital plan/spec source files.
Late scope misses have caused margin leakage in past quarters.Late scope misses have caused margin leakage in past quarters.Firms that cannot change pre-bid workflows this quarter.
You need a documented audit trail for pre-bid decisions.You regularly bid projects over $1M with multi-trade scopes.Teams that only run repeat jobs with unchanged scope packages.

Example Scenario

Before

Teams that only run repeat jobs with unchanged scope packages.

After

Initial scope-gap triage vs. manual review.

Who This Is Not For

  • Teams that only run repeat jobs with unchanged scope packages.
  • Organizations without digital plan/spec source files.
  • Firms that cannot change pre-bid workflows this quarter.

Proof Points

  • Up to 70% faster

    Initial scope-gap triage vs. manual review.

  • Cross-linked findings

    Every flagged item includes source sheet/spec references.

  • Bid-ready exports

    Risks are delivered in estimator-friendly structured format.

Evidence Cards

FAQ

How early should we run scope-gap detection?

Run it at package intake and again after each addendum to keep bid assumptions current.

Can estimators override findings?

Yes. Teams can mark findings accepted, dismissed, or deferred while retaining a full decision log.

What files do we need?

PDF plans/specs and addenda are enough to start. Native CAD is optional.

Next Step

Get a pilot scoped around one active pursuit.

Start a Bid Risk Pilot