TimeMaterial 2026: AI Estimate Platform for Construction Without a Programmer
An estimator spends 6 hours on a single estimate: scrolling through a 528-page GESN reference, manually copying data from Excel, recalculating units. With 20 estimates per month, that's three full working weeks of pure routine. Errors are inevitable: wrong GESN code, mixed-up units, typos in quantities. TimeMaterial solves all of this through a Telegram bot: rate lookup in 3 seconds, accepts any data format, exports the finished estimate to Excel.
Key takeaways
- This page answers one concrete intent: ai estimate platform construction.
- The useful decision is based on cost, ownership, implementation time, and operational risk.
- The 2026 update adds clearer buyer checks, practical constraints, and source-backed examples.
- Use the comparison table and FAQ before choosing a vendor or custom build.
During rollout planning for timematerial, the recurring issue was not feature quantity but whether a buyer could verify limits, exports, integrations, and ownership before committing.
TL;DR: - AI finds GESN rates in 3 seconds instead of 20 minutes of manual search - Accepts Excel, PDF, Google Docs, photos, plain text — any format - 95%+ accuracy on standard installation work - Pricing: 50 USDT/month (subscription) or 300 USDT (custom setup) - Works via Telegram — no installation required
What Is TimeMaterial?
TimeMaterial is an AI platform for automating construction cost estimating. At its core is a language model trained on GESN reference books (528+ positions) that instantly finds the right rate by job description, recalculates units, and generates a finished estimate using the client's template.
The interface is the Telegram bot @timematerial_bot. No installation, no training required. The estimator sends data and receives a finished calculation.
How TimeMaterial differs from Grand-Smeta and Turbosmetschik:
| Parameter | Traditional Software | TimeMaterial AI |
|---|---|---|
| Rate lookup | 15–20 min manually | 3 seconds |
| Input formats | Own format only | Excel, PDF, Google Docs, photos, text |
| Learning curve | 2–3 weeks | 5 minutes |
| Cost | 300-1,200 USDT/year | from 50 USDT/month |
| Where it runs | Windows only | Anywhere Telegram works |
How AI Rate Matching Works
The entire workflow fits in three steps:
Step 1. Upload data in any format. Send the bot whatever you have: an Excel spreadsheet with a scope of work, a PDF specification, a photo of a drawing, or just a text description — "HVAC installation in a 200 m2 office." AI automatically recognizes the type of work, quantities, and units.
Step 2. AI analyzes positions and suggests rates. For each line item, the system finds the 3 best matches from the GESN-2020 reference. Sample output:
Item: "Improved plaster finish, walls, 75 m2"
AI suggests:
1. GESN15-01-015 — Improved plaster finish
3.8 man-hrs per 100 m2 → for 75 m2: 2.85 man-hrs (Recommended)
2. GESN15-01-016 — High-quality plaster finish
5.4 man-hrs per 100 m2 → for 75 m2: 4.05 man-hrs
Step 3. Confirm and export. The estimator picks the right option. The system remembers the decision — follow-up estimates for similar work go even faster. The finished estimate is exported to Excel using the client's template, with formulas and totals.
Result: an estimate that used to take 6 hours is ready in 30 minutes.
What Problems Does TimeMaterial Solve?
GESN and TER Rate Lookup
Finding the right rate is the biggest time sink in estimating. AI finds it in 3 seconds from a text description of the work, without scrolling through the reference or manually entering codes.
- GESN Rates 2026: Find in 3 Seconds Without Software
- GESN Rate Estimates 2026: AI Matches in 3 Seconds
- GESN Rates Online 2026: Search and Match Norms
- FER Rates 2026: Federal Unit Rates Database Online
Types of Construction Work
AI is trained on typical installation work: HVAC, electrical, plumbing, heating, plastering. For these categories, first-attempt rate accuracy is 87%.
- Apartment Renovation Estimate 2026: Build Without an Estimator in 15 Minutes
- KS-2 KS-3 Online 2026: Fill Completion Acts Without an Estimator
- Excel to Construction Estimate Converter 2026
- Excel Construction Estimate Converter 2026: 3-Step Automation with AI
- Bill of Quantities (BOQ) Automation 2026
Comparisons with Competitors
Not sure whether you need AI or a traditional program? Detailed comparisons to help you decide.
- Estimating Software Comparison 2026: Grand-Smeta, Smeta.ru, Turbosmetschik and AI
- TimeMaterial vs Grand-Smeta 2026: AI Estimator vs Classic Software
- AI Estimator vs Traditional Estimating Software 2026
- AI Construction Estimator vs Traditional Software 2026: 60% Faster
- Free Estimating Software 2026: Top 5 Solutions for Builders
Estimate Process Automation
TimeMaterial covers the full cycle: from raw input data to a finished Excel document.
- Construction Estimate Automation with AI 2026
- Estimate Documentation Automation 2026
- Estimate Assembly Automation 2026: AI Instead of 6 Hours of Manual Work
- Construction Estimate Automation AI: Save 5+ Hours Per Project
- BOQ Automation for Contractors 2026
- Time and Material Cost Calculator 2026
- Time and Material Pricing Calculator 2026
- AI for Construction Estimates 2026
Who Is TimeMaterial For?
Construction companies — HVAC, electrical, plumbing, heating installation. Typical positions that repeat across projects. AI remembers your rate decisions and speeds up every subsequent estimate.
Design bureaus — labor cost calculations per GESN for project documentation. Submit a PDF specification to the bot and receive a labor calculation ready to insert into documentation.
Engineering companies — forming commercial proposals based on scope of work. Instead of 6 hours per proposal — 30 minutes.
Contractor estimating departments — automating tender documentation preparation. At 20 estimates per month, savings reach 110 hours (6 hours → 30 minutes per estimate).
Sales managers in technically complex sales — quickly calculate job costs for a client directly during a meeting, via Telegram.
Pricing
| Option | Price | What's Included |
|---|---|---|
| Subscription | 50 USDT/month | Telegram bot, AI GESN matching, Excel export, support |
| Custom Project | 300 USDT | Custom setup, your estimate template, team training |
ROI: at 20 estimates per month (110 hours saved × 5 USDT/hour), monthly savings are 550 USDT. The subscription pays off with the very first estimate.
For comparison: Grand-Smeta costs 500 USDT license + 280 USDT/year updates + 150 USDT training = 1,210 USDT over 3 years, not counting time spent learning the software.
How to Get Started?
- Message @timematerial_bot — send any data about your scope of work
- The system will demonstrate AI rate matching on your actual example, free of charge
- Verify it works for your tasks — then decide whether to subscribe
First test is free. No registration, no software installation.
Contact directly: @onoutnoxon
FAQ
Does TimeMaterial replace Grand-Smeta? Not for every use case. For government contracts requiring XML export and state expert review, Grand-Smeta is necessary. For commercial estimates and fast proposals, TimeMaterial is 10x cheaper and faster. Many clients use both: AI for rate lookup, classic software for final government-compliant formatting.
Which rate databases are supported? Currently GESN-2020 (528+ positions), standard installation work. In development: TER, client-specific local rate books, FSNB-2022.
Do employees need training? 5 minutes. The bot works through Telegram — an interface everyone already knows. No installation, no workstation setup required.
What if AI picks the wrong rate? The system offers 3 options; the estimator picks the right one. Your correction is remembered — next time AI will suggest the correct option first.
Can I upload my own rate book? Yes, with the Custom Project option (300 USDT) the system is trained on your local rates and estimate templates.
Does it work with Excel Online and Google Sheets? Yes. Microsoft 365, Google Workspace, local Excel files, PDF, and plain text are all supported.
Learn more about the product — TimeMaterial — Estimate Automation with AI.
Updated: 2026-03-20.
Sources
- https://onout.org/ai-estimate-platform
- https://developers.google.com/search/docs/fundamentals/using-gen-ai-content
- https://developers.google.com/search/docs/fundamentals/seo-starter-guide
AI-assisted editorial update for "TimeMaterial 2026: AI Estimate Platform for Construction Without a Programmer"; final responsibility and review: Alexander Ruin, founder of onout.org. Updated: 2026-05-01.
About the service "TimeMaterial 2026: AI Estimate Platform for Construction Without a Programmer"
TimeMaterial 2026: AI Estimate Platform for Construction Without a Programmer. An estimator spends 6 hours on a single estimate: scrolling through a 528-page GESN reference,...