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Use Case

Automate Product Data Submittal Review with AI

ProductAgentsUse CasesAutomate Product Data Submittal Review with AI

On this page

Job to Be DoneThe Operational ProblemHow It WorksInputs & OutputsWorkflow ContextWorks WithFAQGet Started

Datagrid's AI agents keep submittal cross-checking consistent across specs, cut sheets, drawings, RFIs, and project files, flagging compliance gaps before PEs and PMs start review.

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Build complete, properly formatted submittal packages from cover page to final PDF in a guided workflow.

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The Operational Problem

Cut sheets sit in the project management platform. Technical specs arrive as PDFs. Manufacturer project files are buried in a shared drive. Each submittal review forces a PM or PE to cross-check scattered product data against the applicable spec section, one line item at a time.

Incomplete submittals trigger rejection and resubmission cycles. Version control problems creep into the submittal log. Downstream work can stall while approval is still pending.

How Submittal-Builder Agent Automates This

Datagrid's AI agents execute the comparison work between what the spec requires and what the submittal provides. PEs and PMs still make the compliance determination and stamp the submittal. The Summary Spec Submittal Agent handles the structured cross-checking, gap identification, and documentation before human judgment is needed.

1

Ingest specs and submittals

The Summary Spec Submittal Agent ingests project specifications organized by section alongside submitted cut sheets, technical specs, and manufacturer project files. It also connects related drawings, RFIs, and additional project files when provided, building a complete picture of project requirements.

2

Compare requirements

The AI agent searches deeply across specs, drawings, RFIs, and submittals to cross-check what the specification requires against what the submittal provides. This covers performance ratings, material certifications, dimensional requirements, finish specifications, and substitution eligibility criteria defined in the applicable spec section.

3

Flag compliance gaps

The AI agent flags missing submittal components, non-compliant elements, and critical gaps, distinguishing between incomplete data and data that contradicts the specification requirement. For substitution requests, it validates whether the submitted product data includes the technical equivalency documentation required under Division 01 procedures.

4

Generate review output

The AI agent generates a structured compliance summary with an actionable checklist, identifying which requirements are met, which are missing, and which are non-conformant. PEs and PMs review the output as a structured starting point instead of assembling the comparison from scratch.

Inputs & Outputs

Inputs

  • Project specifications and spec sections organized by CSI MasterFormat division, defining the compliance requirements for each submittal

  • Submitted product data packages, cut sheets, technical specs, and manufacturer project files, provided by the contractor or subcontractor

  • Related drawings that establish dimensional, spatial, or coordination context for the submittal under review

  • RFIs (Requests for Information) that clarify or modify specification requirements relevant to the submittal

  • Additional project files that provide additional context for compliance determination

Outputs

  • Compliance summary comparing specification requirements against submitted product data, organized by requirement category

  • Compliance checklist with line-item status for each specification requirement, met, missing, or non-compliant

  • Identification of missing submittal components that must be provided before a compliance determination is possible

  • Identification of non-compliant components where submitted data contradicts or falls short of specification requirements

  • Identification of compliance gaps where the specification requires documentation the submittal does not address

Workflow Context

The Summary Spec Submittal Agent operates within Datagrid's submittal review workflow, connecting submittal intake to downstream procurement and field execution decisions. By generating structured compliance summaries before PEs and PMs begin technical review, the AI agent compresses the front-end comparison work that typically consumes review time. The compliance checklist feeds into procurement workflows by confirming whether submitted products are eligible for order and into RFI generation when specification ambiguities require clarification from the design team. For substitution requests, its gap identification clarifies scope alignment before material commitments are made. Keeping this workflow current matters because delayed or incomplete reviews create procurement bottlenecks, resubmittal cycles, and schedule risk.

Works With

The Summary Spec Submittal Agent connects to your existing built world workflow without requiring custom integration work or manual data handoffs.

Procore

Procore

Syncs submittal packages, specification references, and review context so compliance checks start with the latest project documentation already tied to the workflow.

SharePoint

SharePoint

Centralizes access to stored cut sheets, technical specifications, and manufacturer files so reviewers can compare scattered source documents without manual collection.

Trimble Connect

Trimble Connect

Brings connected model, document, and coordination data into submittal review so product requirements can be validated against the broader project context.

E

Enterprise document control platforms

Connect formal document control and submittal records so compliance summaries align with governed project correspondence and approval workflows.

When these systems stay synced, project teams reduce document chasing, review delays, and compliance blind spots across the full submittal workflow.

Frequently Asked Questions

The Summary Spec Submittal Agent cross-checks each substitution submittal against the documentation requirements defined in the project's Division 01 substitution procedures, typically Section 01 25 13. When a substitution request arrives without required technical equivalency data, coordination impact statements, or compliance certifications, the AI agent flags the specific missing fields in its compliance checklist. This happens before the submittal reaches a PE or PM for technical review, preventing time spent on a package that would be rejected for incompleteness.

No. The Summary Spec Submittal Agent executes the structured comparison, cross-checking submitted product data against specification requirements across dimensions, performance ratings, certifications, and finishes. It delivers a compliance summary and flags discrepancies. The PE or PM reviews the output, applies professional judgment to ambiguous or context-dependent requirements, and makes the final compliance determination. The AI agent compresses the data assembly work. The reviewer owns the decision.

The Summary Spec Submittal Agent compares the content of each submittal against the specification section it references. When a submitted product does not match the basis-of-design product specified and no formal substitution request documentation accompanies the submittal, the AI agent flags the misalignment as a non-compliant component. This prevents non-conforming products from being processed through the standard shop drawing review workflow when they require the formal substitution request channel.

Every submittal runs through the same comparison logic. The Summary Spec Submittal Agent cross-checks the same specification requirements in the same sequence regardless of which reviewer receives the output. This generates a standardized compliance checklist that establishes a consistent baseline across PEs, PMs, and third-party reviewers. Reviewer-to-reviewer variation in what gets checked, and in what order, is eliminated at the comparison layer while preserving each reviewer's professional discretion on judgment calls.

The Summary Spec Submittal Agent searches across the full specification set and related RFIs when comparing submittal content. When requirements in one specification section conflict with requirements in another, or when an RFI has modified the original specification language, the AI agent identifies and flags the discrepancy as a compliance gap in its summary. This surfaces the conflict for the reviewer to resolve through the appropriate channel rather than allowing a submittal to be approved against one section while contradicting another.

Keep Every Submittal Moving with Datagrid

Datagrid turns scattered product data and specification requirements into a structured, repeatable submittal review workflow.

  • Specification cross-referencing: Compares submitted product data against the applicable spec sections, drawings, and RFIs.
  • Gap identification: Flags missing documentation, incomplete fields, and contradictions before human review begins.
  • Substitution screening: Identifies whether required equivalency and procedural documentation is present for substitution requests.
  • Structured review output: Produces a compliance summary and checklist that gives PEs and PMs a consistent starting point.
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Agent

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Submittal-Builder Agent

Build complete, properly formatted submittal packages from cover page to final PDF in a guided workflow.

Works with

PlanGridPlanGridProcoreProcoreSharePointSharePointSlackSlackTrimble ConnectTrimble Connect
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