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Rivac Labs
Customer & Business Support Operations

Support Responder

This is an AI-assisted response layer that drafts, triages, and (where you approve it) resolves customer-support tickets directly inside the helpdesk tool you already use. Most support teams don't have a headcount problem so much as a repetition problem — the same order-status, refund-policy, and how-do-I-do-X questions eating hours that should go to the genuinely hard tickets. We build the responder around your actual macros, policies, and tone, so it handles the predictable volume consistently while flagging anything ambiguous, high-value, or emotionally charged for a human. The result is faster first-response times and a support queue where your team spends its time on the tickets that need a person.

How We’d Approach This

A clear, staged plan — not a black box

  1. 1

    Audit ticket volume, categories, and current response-time SLAs to find where automation actually reduces load

  2. 2

    Pilot drafting on a low-risk queue segment — FAQs, order status, policy questions — with agents reviewing every output before it sends

  3. 3

    Score pilot drafts against historical agent responses for accuracy, tone, and correct escalation before widening scope

  4. 4

    Roll out with human-approval gates on sensitive categories, then hand over escalation rules and a monitoring dashboard for the team to run day to day

What You Get

Deliverables from this engagement

  • A configured response system integrated with your helpdesk (Zendesk, Intercom, Freshdesk, or similar)
  • Documented escalation rules and brand/tone guidelines
  • A response-quality dashboard tracking accuracy and time-to-resolution
  • Support staff trained on reviewing and approving AI-drafted responses
  • A 30-day tuning window with weekly accuracy reports

Six Ways We Could Architect This

Different engagement, different build — pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Support Responder

Most engagements like this start as a $500–$2,500 pilot — see full pricing.

Questions? Book a free call