Starting Point: What the Client Came to Us With
One of Ukraine's major service companies, working in the equipment sector, came to MaxICo Labs with a familiar problem: support costs were rising, the workload on operators stayed consistently high, and the quality of inquiry handling was slipping. The company had 4 operators handling 80–100 inquiries a day. Average response time: 12 minutes. About 70% of inquiries were routine — questions about order status, warranty, product instructions, and complaints. Support salaries alone cost over UAH 900,000 a year.
What AI Solutions We Implemented
We audited the inquiries and identified three key areas for optimization:
- AI analytics for inquiries: classifying requests, spotting recurring questions, and analyzing handling times and typical scenarios.
- Automated responses: deploying an AI agent to handle standard inquiries (order status, documents, complaints) via Telegram and the website.
- A qualification chatbot: the bot clarifies the issue on its own, pulls data from the CRM, and prepares a ready-to-go request for the operator only in complex cases.
Pricing for this kind of solution at MaxICo Labs starts at $2,000 (one-time). For comparison: building a comparable system fully from scratch at other studios costs $5,000–$10,000 ("market figures, not our pricing").
More on similar solutions in our AI for Business (overview) section.
Concrete Results: Time and Cost Savings
Two months after implementation, the company saw the following results:
- 90% of routine inquiries are now handled by the AI agent without human involvement.
- The number of operators dropped from 4 to 2 — with no drop in quality.
- Average response time fell from 12 minutes to 2 minutes.
- Payroll savings: UAH 730,000 a year.
Full details on this case: AI agent for complaint handling: –2 employees, UAH 730,000/year in savings.
Beyond the cost savings, the analytics and automation rollout also boosted customer loyalty: response speed and accuracy improved, and customer feedback got noticeably better.
Lessons and Recommendations for Other Service Businesses
- Start with an inquiry audit. Don't roll out automation blindly — first understand which processes actually consume the most time and money.
- AI agents and chatbots are a great fit for routine questions: status updates, instructions, lead qualification. Don't chase full automation — leave the complex cases to your operators.
- The cost of AI solutions ($2,000–$3,000 one-time) is far lower than the ongoing cost of hiring more staff (typical "market figures" for building from scratch run $5,000–$10,000+).
- CRM integration is a must: it lets you not just answer questions, but also collect data for future analysis.
- Track your metrics: log how much time and money each stage of automation saves. That's the argument that convinces business owners.
More on this in our AI Analytics and AI Agents and Chatbots sections.
How to Order an Audit and Implementation Like This at MaxICo Labs
- Submit a request through the website form or our contact page.
- Get a free audit of your inquiries and optimization recommendations.
- Choose your implementation format: basic analytics (from $1,600), automated responses and a chatbot (from $2,000), a custom AI-powered CRM (from $3,000 one-time).
- Ready-made solutions are a one-time investment with minimal hosting costs.
- Realistic launch timelines — 2 to 6 weeks, depending on complexity.
Our experience shows that even companies with a moderate volume of inquiries see fast payback from AI automation. See more MaxICo Labs case studies.