Solution Scenarios
Solution Scenarios
These scenarios describe how we approach common problems. Every engagement starts with discovery — we listen first, then propose.
Solution scenarios describe what we do — they are service explanations, not records of specific client projects.
1. Manufacturing — Order Entry & Reconciliation Automation
For
manufacturers with heavy manual order entry and month-end reconciliation.
The challenge
Orders are keyed into systems by hand every day; reconciliation takes days at month-end.
How we help
We connect order and accounting systems with RPA/API; exceptions handled by people.
Expected benefits
Before we start, we set measurable goals together (processing time, error counts) and measure results after launch.
2. Retail / E-commerce — Inventory & Reporting Automation
For
retailers juggling multiple channels with manual daily reports.
The challenge
Inventory lives across several platforms; daily reports are compiled by hand.
How we help
We consolidate channel data into automated daily inventory and sales reports, with anomaly alerts.
Expected benefits
Measurable goals set before start, measured after launch.
3. Service Industry — Knowledge-Base Q&A
For
support teams answering the same questions repeatedly, with slow onboarding.
The challenge
Product and service information is scattered; answers are inconsistent.
How we help
We build LLM knowledge-base Q&A that answers 24/7 with traceable sources.
Expected benefits
Measurable goals (e.g. auto-answer rate) set before start, measured after launch.
4. General — Document & Contract Processing
For
companies drowning in contracts, forms, and documents.
The challenge
Contract clause comparison and form entry rely on human eyes.
How we help
We use LLM for summarization, reading, and comparison; anomalies are flagged for human confirmation.
Expected benefits
Measurable goals set before start, measured after launch.
5. System Integration — Making Existing Systems Talk
For
businesses re-entering data across ERP, payments, and third-party tools.
The challenge
Data is moved between systems by hand; errors are hard to trace.
How we help
We integrate via APIs into a single data flow (no vendor names).
Expected benefits
Measurable goals set before start, measured after launch.