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AI Solutions · Construction & home services

AI support assistant for a field-service company

A customer-facing AI assistant that answers booking, pricing and job-status questions, connected to the CRM with human handover.

Level-1 tickets
~40% fewer
Average reply time
Under 3 seconds
Uptime after launch
99.9%

The challenge

Where the client started

During peak season the support team was overwhelmed by repeat questions about booking status and pricing. Response times slipped and staff had little time left for complex customer issues.

Our approach

How we tackled it

  1. 01

    Conversation audit

    We analysed past enquiries to find the questions that consumed the most staff time.

  2. 02

    Grounded knowledge base

    We built retrieval over the company's FAQs, price guides and job-status data so answers stay accurate.

  3. 03

    Safe handover

    When confidence is low, the assistant escalates to the team by email with the full conversation.

The solution

What we delivered

A retrieval-augmented chatbot built with OpenAI models and a FastAPI backend, integrated with the CRM for live job status and escalation to staff.

  • Python
  • OpenAI
  • FastAPI
  • PostgreSQL
  • CRM integration

The results

What changed

Level-1 tickets
~40% fewer
Average reply time
Under 3 seconds
Uptime after launch
99.9%

More work

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Ready to turn your digital presence into a revenue system?

Book a 30-minute strategy call. You will speak with a senior strategist, leave with a clear plan, and receive a written, fixed-scope proposal afterwards.

  • 30-minute call with a senior strategist, not a salesperson
  • Prefer email? Write to info@kokatta.com. We reply within 24 hours.
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  • Taking on new projects for the coming quarter