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Kapture CX

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Velocity5.0

AI-powered customer support and helpdesk platform

www.kapture.cx ↗

Kapture argues the agentic-CX case in public while its actual shipping stays off the feed.

customer-supportagentic-aimulti-modelai-pricingthought-leadershiphuman-handoff
◆Current state
Kapture sells AI customer-service software, but the crawled feed is its editorial blog rather than a release stream. The recent posts are market-argument pieces — enterprises hedging with multi-model AI stacks after a vendor deprecated models on two months' notice, why autonomous AI service still needs a human handoff, the case against token-based pricing, and a piece on companies rehiring roles they cut for AI. Rounding it out are an event post and a Croma customer case study.
◆Where it's heading
The writing is building a position rather than reporting releases: AI service should be model-agnostic, priced by outcome rather than tokens, and designed with a human escalation path instead of promising full autonomy. Each of those is a competitive stance against vendors selling single-model, token-metered, fully-autonomous agents. It is a coherent argument, and the fact that it appears here instead of a changelog means the product behind it is not observable from this source.
◆Prediction
Expect the pricing and multi-model themes to keep recurring, since both are positioned as competitor weaknesses rather than one-off observations. Whether the product delivers on them cannot be judged without a real release feed.

◆Recent moves

  1. 13d ago

    The AI Boomerang Problem: Why Companies Are Rehiring for the Roles AI Replaced

    An essay on companies rehiring for roles they cut in the name of AI, opening on a bank's plan to remove 15 percent of its corporate functions workforce. Market commentary that supports the blog's human-in-the-loop stance without announcing anything.

    View source ↗
  2. 13d ago

    Why Autonomous AI Customer Service Still Needs a Human Handoff

    A piece using a widely publicized AI support deployment to argue that autonomous service still needs a human handoff. It stakes out the moderate position against full-autonomy claims, but stays argument rather than product.

    View source ↗
  3. 13d ago

    Why Enterprises Are Quietly Building Multi-Model AI Stacks

    An argument that enterprises are quietly building multi-model stacks after being given two months to migrate off deprecated models. The model-lock-in risk is real and well-chosen, but this is positioning content, not a capability.

    View source ↗
  4. 13d ago

    The Tokenmaxxing Problem: Why Token-Based AI Pricing Is Broken

    A case against token-based AI pricing, hung on a public complaint from a large-cap CEO about how the industry sells AI. Pricing-model advocacy aimed at competitors that meter by token.

    View source ↗
  5. 27d ago

    CXclusive 2026

    An event post framing CX operations through a football metaphor about coordination. Brand content with no product substance.

    View source ↗
  6. 1mo ago

    Croma Transforms Omnichannel Customer Experience with Kapture CX

    A customer case study on unifying service across 550-plus stores for an Indian electronics retailer. Sales collateral — it describes a deployment rather than a change to the product.

    View source ↗