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Automated RFI Analysis
Visualized on the Drawing.

An AI-powered solution that analyses council-issued RFIs, identifies relevant design elements within architectural drawings, and generates annotated PDFs with issue highlights, priorities, and regulatory references.

Client

Industry

Construction /
Construction Technology

Service

FDE /
AI Automation

Outcome

Faster, smarter
RFI data analysis

Client

Industry

Construction /
Construction Technology

Service

FDE /
AI Automation

Outcome

Faster, smarter
RFI data analysis

THE SHORT VERSION

The challenge

Architects spend valuable time interpreting council RFIs, locating affected design elements, and identifying the changes required across complex architectural drawings.

What we built

Ai-Levate developed an AI solution that analyses council RFIs, identifies relevant locations within architectural drawings, and generates annotated PDFs with issue priorities and regulatory references.

The outcome

Faster RFI reviews, clearer visibility of design issues, and more efficient coordination when preparing revisions and responding to council requirements.

THE CHALLENGE

Manual RFI reviews
slows design revisions down.

Council RFIs often require architects to interpret multiple requests, locate affected elements across complex architectural drawings, and determine which issues require immediate attention.

Without clear visual references, this manual process can delay design revisions, lead to inconsistent prioritisation, and increase the administrative effort required to prepare council responses.

THE SOLUTION

RFI analysis
brought directly to the drawing.

Our solution analyses council RFIs, identifies the relevant locations within architectural drawings, and generates annotated outputs that project teams can act on faster.

01 | Document upload

Upload the council RFI document and relevant architectural drawings.

02 | AI drawing analysis

Extracts RFI details, understands the context, and identifies the relevant drawing locations.

03 | Annotated output

Generates an annotated PDF with clear callouts, issue priorities and relevant regulation references.

IMPACT

Less manual review
Faster council responses.

By automatically connecting council RFIs to relevant architectural drawings, Ai-Levate helps Interscale’s architects identify design issues, prioritise revisions, and prepare clearer responses with less manual effort.

Faster RFI Reviews

Quickly locate affected design elements without manually searching through extensive architectural drawings.

Smarter Issue Prioritisation

Identify priority issues earlier, helping architects focus on design changes that need attention.

Clearer Issue Identification

Visualise council requests directly on architectural drawings with precise callouts and highlighted areas.

Reduced Manual Work

Minimise repetitive document interpretation, drawing checks, and administrative review tasks.

Easier Regulatory Reviews

Connect identified issues with relevant planning regulations and supporting references for easier review.

More Reliable Reviews

Flag uncertain matches for manual verification, reducing the risk of overlooked or incorrectly mapped requests.

TECHNOLOGY STACK

The technology behind
intelligent RFI analysis.

Our solution combines AI document intelligence, architectural drawing analysis, cloud infrastructure, and automated PDF annotation to streamline council RFI reviews.

01 | AI & RFI EXTRACTION

Amazon Bedrock

Claude Sonnet

02 | BACKEND & PROCESSING

Python / FastAPI

Redis

AWS SQS

03 | CLOUD & SECURITY

AWS Cloudwatch

AWS ECS

JWT Auth

04 | DATA & STORAGE

PostgreSQL

AWS S3

FAQ

A few things
you might be
wondering.

Intelligent RFI Drawing Analysis is an AI-powered solution developed by Ai-Levate that automates the analysis of council Requests for Information (RFIs) against architectural drawings. It identifies relevant design elements, highlights areas requiring attention and generates annotated PDFs to streamline architectural reviews.

A Request for Information (RFI) is a formal request for clarification or additional information about a proposed design or construction project. During planning approvals, councils may issue RFIs to address missing information, design concerns or regulatory requirements before progressing an application.

AI combines document intelligence, language models and drawing analysis to interpret council RFIs and identify corresponding elements within architectural plans. Intelligent RFI Drawing Analysis connects written requests to relevant drawing locations, reducing the need for manual cross-referencing.

Yes. Intelligent RFI Drawing Analysis identifies design elements referenced in council RFIs and highlights their locations within architectural drawings. It generates visual annotations that help architects understand which areas require review, clarification or modification.

The solution generates annotated PDFs containing visual highlights, issue callouts, priority indicators and relevant planning regulation references. These annotations help architectural teams locate affected design elements and understand the requirements associated with each council request.

AI can assist architects by connecting council RFIs to relevant planning regulations and supporting references. Intelligent RFI Drawing Analysis makes compliance-related information easier to locate during design reviews, helping teams assess requirements more efficiently while retaining professional oversight.

When the system cannot confidently match an RFI to a specific drawing element, it flags the issue for manual review rather than assuming a location. This allows architects to investigate uncertain matches and reduces the risk of overlooking requests that require human interpretation.

AI-powered RFI analysis reduces repetitive tasks such as interpreting council requests, locating referenced design elements and preparing drawing annotations. By consolidating these activities into a structured workflow, architectural teams can prioritise issues and prepare design revisions more efficiently.

No. Intelligent RFI Drawing Analysis supports architects by automating document interpretation, issue mapping and drawing annotations. Architects remain responsible for validating findings, interpreting planning requirements and making design decisions, particularly when issues require professional judgement.

Yes. Ai-Levate develops tailored AI, data and cloud solutions for business workflows. If your organisation handles complex drawings, RFIs or regulatory documentation, our team can explore opportunities to automate document analysis, issue identification and review processes.

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