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AmexSoft.

Construction

Construction AI Assistant

Helps project teams retrieve specs, summarize site notes and draft status updates from project documentation.

Construction AI Assistant

Construction

Overview

What this solution explores

This concept case study explores an assistant grounded in project documents: find the right spec, summarize site notes, and draft status updates for human review — without inventing site facts.

Business problem

Where work gets stuck today

Project knowledge is buried in folders, WhatsApp threads and PDFs. Teams lose time hunting specs and rewriting status updates while decisions wait.

Existing process

How the work usually moves now

  1. 01

    Question arrives from site, client or internal PM

  2. 02

    Someone searches drives and old emails for the right PDF

  3. 03

    Status updates are rewritten from scattered notes

  4. 04

    Wrong revision risk when documents are not versioned clearly

Proposed AI workflow

The intended operating path

  1. 01Index approved project document sets with version metadata
  2. 02Answer retrieval questions with citations to the source file/page
  3. 03Summarize site notes into structured bullets for PM review
  4. 04Draft status updates from approved inputs only
  5. 05Block answers when the corpus has no grounded source

System architecture

Building blocks of the system

Document ingestion with project/permission boundaries
Version-aware retrieval index
Citation-required answer layer
Drafting templates for status updates
Role-based access per project

Integrations

Systems this design connects to

  • Document management / shared drives
  • Project management tools (tasks, milestones)
  • Email or chat for assistant access
  • Identity / SSO for project membership

Implementation approach

How we would pilot and harden it

Pilot on one active project with clean document ownership
Require citations before enabling wide team access
Keep status drafts as drafts until PM approval
Expand projects only after permission and version rules work

Potential business impact

Qualitative outcomes to validate on a pilot

These are directional benefits — not invented percentages, hours saved or testimonials.

Less time hunting for the correct specification revision
Faster drafting of routine status communication
Clearer link between answers and source documents
No fabricated productivity percentages — measure on a live project pilot

Visuals

Architecture and UI slots

Reserved slots for diagrams and mocks. Empty by design until assets are produced.

Grounded answer view

Slot for answer + citation panel mock

Status draft

Slot for PM review screen of a drafted update

Related services

Delivery capabilities behind this solution

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