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DipanshuTechBuilding Digital. Driving Growth.

Automation

Customer Support AutomationTickets That Resolve Themselves.

Customer support automation for the tickets that consume the team — the first response, the knowledge base lookup, the account verification, the simple resolution, the escalation when the case is complex, with the helpdesk sync and the eval suite the support team needs.

10+Years Experience
100+Projects Delivered
50+Expert Developers
20+Industries Served

Overview

Support automation is a member of the team, not a chatbot

Support automation is the work of removing the repetitive part of support — the first response, the knowledge base lookup, the account verification, the simple resolution, the routing. The work is the workflow, the integration with the helpdesk, the eval suite and the human-in-the-loop. The human stays on the hard case, the automation stays on the easy one.

We build support automations with the workflow, the integration with the helpdesk, the eval suite and the human-in-the-loop as part of the architecture from sprint one. The output is a support motion the team can trust in production, not a chatbot that bounces the user on the second message.

This is the wrong engagement if the knowledge base is not yet in shape. An AI on a bad knowledge base is a confident wrong answer. We will say so on the audit.

  • Resolves, Not Answers — An automation that resolves tickets, not a chatbot that answers the easy ones.
  • In the Brand Voice — A voice and tone that matches the brand, with the eval that proves it.
  • Helpdesk-Native — A native integration with the helpdesk, not a side-channel tool.
  • Escalates Cleanly — A clear escalation path, with the context the human needs to resolve.

What we deliver

Everything included in our customer support automation

Ticket Triage & Routing

Read the ticket, classify, route, send the first response in the brand voice.

Knowledge Base Lookup

The retrieval against the knowledge base, the docs, the past tickets, the runbooks.

Account Verification & Action

Verify the account, take the action, log the change in the helpdesk.

Resolution & Closure

Resolve the ticket, send the resolution, close the loop with the customer.

Escalation to Human

Escalate to a human with the context, the action so far and the question that needs answering.

Eval & Quality

An evaluation suite that catches the regressions, with the QA the team can act on.

Our process

A proven process for successful delivery

  1. 01

    Discover

    We audit the knowledge base, the helpdesk and the escalation criteria.

  2. 02

    Plan & Design

    We design the workflow, the helpdesk sync, the retrieval and the eval suite.

  3. 03

    Develop

    We build in two-week sprints with the support team testing as we go.

  4. 04

    Deploy

    We ship to production with the helpdesk sync, the eval and the audit log live.

  5. 05

    Optimize & Grow

    We read the resolution rate, the eval and the customer feedback.

Technology

Built with a stack that stays maintainable

Helpdesk

  • Zendesk
  • Intercom
  • Freshdesk
  • Front

AI Layer

  • OpenAI
  • Anthropic
  • Google Gemini

Knowledge & RAG

  • Pinecone
  • Weaviate
  • pgvector

Integrations

  • CRM
  • Billing
  • Internal systems
  • Slack

What you can expect

Tickets Auto-Resolved
40-70%Tickets Auto-Resolved
First Response Time
<2 minFirst Response Time
Coverage Without Headcount
24/7Coverage Without Headcount
Actions Audit-Logged
100%Actions Audit-Logged

FAQs

Questions we get asked

Something not covered here? Ask us directly.

An AI support agent is the agent. Support automation is the broader system — the workflow, the helpdesk sync, the knowledge base, the eval suite. The agent is one component of the automation. The two go together, and the engagement is usually both.

The automation will be confidently wrong. We audit the knowledge base as part of the engagement, write the gaps, and ship the content the automation needs. When the knowledge base is in good shape, the automation is excellent. When it is not, we fix it first.

A clear escalation path, with the criteria, the context the human needs, and the helpdesk record that follows the ticket. The automation escalates when the case is genuinely complex, the human picks up with the context, and the resolution time drops.

No, when the voice and tone are engineered. We write a voice guide for the automation, train it against the brand's best support replies, and run the eval suite on every change. The automation writes in the brand voice, with the eval proving it.

Ready to start your customer support automation project?Let’s scope it together.

Tell us the outcome you need. We’ll come back with an approach, a timeline and a written estimate.