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 Processing at a Logistics Operator
Logistics

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.

form volume and variety, scan quality, and 1C capabilities
Support Chatbot for an Online Store
E-commerce

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.

knowledge base condition, integration count, and customer verification rules
Quality Control at a Packaging Plant
Manufacturing

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.

defect types, line speed, installation windows, and data volume
Demand Forecasting for a Retail Chain
Retail

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.

history completeness, item and store count, and procurement integration
Churn Prediction for a Subscription Service
Subscription service

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.

history length, churn definition, data access, and CRM integration
Knowledge Base Search at a Law Firm
Legal services

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.

archive volume and quality, permissions, and hosting requirements
Video Analytics at a Warehouse Complex
Logistics

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.

camera count, stream quality, event types, and site requirements
Financial Service for an Investment Round
Finance

a limited first-release scope

Financial Service for an Investment Round

A first release may include two user flows, payments, and basic analytics.

first-release scope, payment requirements, integrations, and security checks

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.