Kiwi Dynamics
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Handle the support and content volume without the headcount

Telecoms, media and technology businesses run on support tickets, content production and technical documentation that scale faster than any team can hire for. We build agents that triage support, draft content and keep documentation current, so your team scales the output without scaling the headcount.

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A better AI tool for technology companies, built around how you work.

Off-the-shelf software is built for the average tech company. We build a tool around how yours actually works, as a web, iOS and Android app, on our own post-trained models where they fit.

  • A support resolution assistant

    Tickets answered from your docs, known issues and the customer’s own account data, with bugs raised in your tracker complete enough to act on.

  • A billing and usage explainer

    Customers ask why a bill changed and get the answer from their actual usage and plan, in plain language, inside your own app.

  • A release notes and docs writer

    Merged work turned into release notes and documentation updates for an engineer to approve, so the docs keep up with the product.

Runs alongside the software you have today, like Zendesk, Salesforce and Jira, or takes its place when that suits you better.

Talk to us about your tool How we build apps Software for technology companies

Everything included,
nothing bolted on.

Every build starts with a fixed-scope conversation, no surprise line items after the fact.

  • Tier-one support ticket triage and resolution
  • Release note and help article drafting
  • Technical documentation from changelogs
  • Runbook and incident report search
  • Billing and usage enquiry handling
  • Onboarding and internal knowledge search
  • Content repurposing across channels
  • Escalation with full ticket context

The build itself, not a proof of concept.

  • Tier-one support triage

    An agent that handles routine support tickets end to end, escalating anything genuinely complex to a human with full context instead of a cold handoff.

  • Content and documentation drafting

    Release notes, help articles and technical documentation drafted from your own product data and changelog, ready for a writer to polish rather than start from scratch.

  • Internal knowledge access

    Ask across your own codebase docs, runbooks and past incident reports in plain English and get a sourced answer, so onboarding and on-call both get faster.

  • Usage and billing enquiries

    Plan, usage and billing questions answered instantly and correctly, grounded in your own systems, with anything unusual routed to a person.

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FAQ

No. It handles routine support tickets end to end, escalating anything genuinely complex to a human with full context instead of a cold handoff, so your team focuses on the tickets that need a person.

Release notes, help articles and technical documentation are drafted from your own product data and changelog, ready for a writer to polish rather than start from scratch.

Plan, usage and billing questions are answered instantly and correctly, grounded in your own systems, with anything unusual routed to a person.

Usually tier-one support triage, since that is the highest volume, most repetitive work, alongside internal knowledge access so onboarding and on-call get faster from day one.

Interested in solving your problems with telecoms, media & technology?

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Support tickets get triaged and resolved faster, documentation keeps pace with the product instead of trailing it, and the team scales its output without scaling headcount.

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