Engineering firms
How this industry operates today
Project engineers live in calculations, standards, RFIs, and client reports. Knowledge is split between PDM, email, and personal folders.
Common pain points
- Proposal sections reused without updating standards references
- RFI answers recreated when a similar job already solved it
- Transmittals and revision control handled ad hoc
Where time is wasted
- Searching for the right calc pack or standard clause
- Formatting repetitive report shells
- Email threads to confirm which revision went to site
Where errors occur
- Wrong standard year cited
- Outdated load assumptions in a reuse block
- Client receives wrong PDF attachment
How DataFlight fits
Grounded search across project and standards libraries; agentic drafting for proposals and RFI responses; workflows for transmittal logs and approval before issue.
Scenario: Generating project proposals
Fee proposals need scope, team bios, and relevant past projects.
Knowledge Base Chat
Pull similar proposals, CV snippets, and insurance certificates.
Agentic AI
Assemble narrative from CRM opportunity and discipline tags.
Workflow automation
Director approval on fees and scope before send.
Example flow
- Step 1: Client request received Brief and RFP link captured.
- Step 2: CRM data retrieved Contacts, history, and risk flags.
- Step 3: Past documents pulled Comparable jobs and methodologies cited.
- Step 4: AI generates proposal Sections with citations to internal precedents.
- Step 5: Workflow sends for approval Sign-off logged; PDF issued.
Scenario: Retrieving past project documentation
Site calls about a detail from a job three years ago.
Knowledge Base Chat
Semantic search on drawings, reports, and correspondence.
Agentic AI
Summarise relevant clause or detail for the PM.
Workflow automation
Optional read-only transmittal note to client.
Scenario: Managing technical reports
Monthly progress reports repeat structure with new metrics.
Knowledge Base Chat
Pull last month’s approved template sections.
Agentic AI
Fill metrics tables from structured field inputs.
Workflow automation
Peer review step before client issue.
Scenario: Client approvals on submissions
Design submissions need formal sign-off.
Knowledge Base Chat
Attach checklist of authority requirements.
Agentic AI
Draft cover letter from job metadata.
Workflow automation
Track approver response and revision loop.
Outcomes
- Faster turnaround on bids
- Reduced manual search
- Consistent documentation
- Improved accuracy on revisions
Contact us for pricing.