Architecture and construction
It follows the order the site actually works in, from takeoff to quote.
New publication: Self-Improving Cost Estimation for Architectural Projects: A Feedback-Driven Approach
ReadArchitecture · Education · AI
Run the whole process in one place, from takeoff to quote. Arkesif suggests prices, flags missing items and reads the documents you upload.
5 languages · Team collaboration · Data separated per company
5
Languages
46,000
Items processed
%1.46
Estimate error
13
Work types
The same data does three jobs: it prices the project, trains the team and strengthens the price model.
It follows the order the site actually works in, from takeoff to quote.
A classroom tool at universities, a teaching assistant for users, and open guides.
The suggestion engine learns from past projects and updates itself using neuroevolution and neuroplasticity principles.
Manual entry, automatic takeoff from room dimensions, calculation lines and Excel import — all in one place.
Enter room dimensions and wall, floor and ceiling quantities are calculated automatically, with openings deducted.
| Radye çevre kalıbı | = (30+25)*2*0,6 | + | 72,00 |
| Perde kalıbı (asansör) | = 9*2,8*3 | + | 75,60 |
| Kiriş altı kalıbı | = 120 | + | 120,00 |
| Kapı boşluğu düşümü | = 22,68 | − | −22,68 |
Arkesif price suggestion
Suggested unit price for MET-DUVAR: ₺462 (confidence 64%). Calculated from your past projects.
| MET-DUVAR | 399,70 | ₺480 | ₺191.856 |
| MET-KALIP | 147,24 | ₺420 | ₺61.841 |
| MET-BETON | 760,104 | ₺2.450 | ₺1.862.255 |
Item codes, unit price analysis, market rates and index updates in a single library.
Apply VAT, discount and overhead-profit rates, then download the estimate summary as PDF or Excel.
Quote
TKF-2026-0143
Valid until: 12.11.2026
When you correct a price, or accept or reject a suggestion, the system records it. Over time, price ranges specific to your office take shape.
Application
Event log
Feature store
Model service
Suggestion
Feedback
How the system improves itself
Upload a PDF, Excel or scanned document and let the assistant draft the estimate. Nothing is saved without your approval.
Research
Arkesif is also an open research project: we measure how accurate a learning cost system can be and publish the results.
By default your data improves the shared price model, and you can switch it off at any time. Each company's data is kept separate.
96
Held-out test set
214
Projects studied
Cost estimating is a memory and reinforcement problem. Arkesif models it with neurobiological principles.
Neuroplasticity
Synapses in use get stronger; unused ones weaken.
Neuroevolution
Variation and selection: structures that work are kept.
Hebbian reinforcement
Neurons that fire together wire together.
Reward prediction error
Dopamine reports the gap between what was expected and what happened.
Synaptic pruning
Rarely used connections are recycled; the network gets leaner.
Memory consolidation
Daily experience is replayed during sleep and written to long-term memory.
It teaches and it learns: a tool for students, an assistant for users.
Teach takeoff, cost estimating and pricing with real tools. Class workspaces, sample projects and assignment templates.
Every suggestion explains its reason: what an item is, how a unit price is formed, why something looks missing.
Open guides on item analysis, cost literacy and takeoff practice.
An academic partnership programme for curriculum integration, joint research and student projects.
From a small studio to an enterprise team. Two months free on annual billing.
₺490/mo
₺1.490/mo
₺3.900/mo
No credit card required. Try free for 14 days.