AI adoption calculator: cost, impact, and payback

Enter your own figures: AI adoption cost, freed capacity, inference costs, and payback period. This is a model based on your inputs, not an offer.

Our clients

Clients and partners

Capital Group
FSK Group
SMLT
Tochno
Dogma
Sber City
FM Logistic
Danone
Relief Center
Pandora
AI adoption calculator: cost and payback
Saint-Gobain
Askona
FIX PRICE
Snezhnaia Koroleva
Muztorg
TVOE
Greenway
Polaris
Campari
Yandex
Lenta
International perfume and cosmetics brand
AI adoption calculator: cost and payback
RAEC
EKF
L'Etoile
Inventive Retail Group

Preliminary estimate

AI Automation Calculator

The main parameters are visible immediately. The model is deterministic: every number comes from a visible mechanism.

Company size

A preset seeds the starting values; every field stays editable.

Back office

How many roles and processes there are, and what they cost today.

Workload

How many tokens a single process consumes per month.

Your estimate

Order of magnitude for your parameters

Transparent model

How this is calculated

All figures are order-of-magnitude estimates, not a commercial offer.

  • Inference is modeled at the Opus 4.8 price as a frontier-model benchmark, using the same token volume for every deployment contour. Prices come from the 2026 LLM comparison as of 2026-06-27; calculator amounts are displayed in USD at a fixed rate of 1 USD = 80 RUB.
  • Implementation cost is modeled only per process: 300,000 RUB per process at a 60% automatable share. If the share is lower or higher, process cost scales proportionally. The calculator has no one-off launch fee.
  • Processes with high variability or strict legal responsibility are automated partially. That is normal.

Two pricing models

Two commercial models: fixed price for a working process, or an outstaff contract for a dedicated ai-native team. The inference contour (cloud, on-premise, or your perimeter) is selected separately. More detail: pricing approach.

Discuss: Estimate project cost and timeline

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