Construction / Design

Report AI

report-ai-bot

Pre-USS specification checks: Excel is validated against 1C directories, PDF drawings go through AI prompts by project and floor. Red findings block submission.

Client
Tochno, pilot for the design loop
Timeline
Frontend MVP, 1C and USS integrations in the loop
Report AI
1C
material and nomenclature directories
USS
send only without blockers
PDF
AI drawing check by floor
2
file types: Excel and drawing
VueTypeScriptLaravel1СPython

What the client was struggling with

01

Errors caught after USS

Wrong material codes and units surface only at acceptance; the fix cycle stretches for days.

02

Manual 1C reconciliation

Nomenclature lives in 1C, the spec lives in Excel. Mismatches are hunted by eye.

03

Drawings without a shared checklist

Rules by project and floor live in people’s heads. No repeat AI PDF check before send.

What we delivered

We built a designer workstation: upload Excel or PDF in the context of a project and building, a severity-ranked findings list, a recommendations chat, and a USS button that unlocks only after blockers are cleared. Drawings are checked by AI via layered prompts.

Excel check

Validate spec structure against 1C directories, list findings, and suggest fixes.

AI drawing check

PDF in project and floor context, prompts in layers: global → project → floor.

Severity and USS

Red errors block send. The package reaches USS and then 1C only after blockers are cleared.

Sessions and roles

Check history, statuses from draft to “sent to 1C”, designer and prompt-engineer roles.

Product screenshots

New check

New check

Project, building, floor, and Excel/PDF upload in one window.

Findings

Findings

Severity by color, fixes, and recommendations in the session chat.

Drawing prompts

Drawing prompts

Validation rule hierarchy: global layer, project, and floor.

What the client got

MVP: specification and drawing validation; send to USS only without blockers

  • Specs do not go to USS with blocking errors
  • 1C directories and the designer file align before acceptance
  • Drawings are checked with the same rules per project and floor
Discuss a project

Ready to discuss
the details?

Tell us about the task — we’ll propose a solution and show how it works in practice.

View demo
Individual entrepreneur Bogatov Danil Petrovich · Krasnodar · B0002350@yandex.ru