How solutions can be structured
These are examples of architecture and scope, not published client results. Timeline, budget, and expected impact can only be determined after reviewing a specific task.

document validation before loading into 1C
Document Processing at a Logistics Operator
Waybills and invoices arrive from email and scanners, pass validation, and are loaded into 1C.

answers based on approved store material
Support Chatbot for an Online Store
The bot answers from approved store policies and checks order status. If the issue remains unresolved, an agent receives the conversation.

inspection of every unit on the line
Quality Control at a Packaging Plant
Cameras above the conveyor inspect every unit and send a rejection signal when a defect is found.

a forecast for each item and store
Demand Forecasting for a Retail Chain
A weekly forecast is calculated for each store and item using promotions, holidays, and seasonality.

a prioritized list for the retention team
Churn Prediction for a Subscription Service
The CRM receives a list of customers at high cancellation risk and a possible reason.

answers with links to source documents
Knowledge Base Search at a Law Firm
Search across contracts and opinions with references to exact documents and clauses.

events with a frame, timestamp, and camera number
Video Analytics at a Warehouse Complex
The system uses existing warehouse cameras, records violations, and stores events for later review.

a limited first-release scope
Financial Service for an Investment Round
A first release may include two user flows, payments, and basic analytics.
Amplify Lab
Discuss the task
We first review the current process, data, and constraints. After the call, we study the materials and prepare a practical next step.