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Marty Kausas lays out a four‑phase path

2026-06-27 · 16:45 UTC ·@sandykory ·1 min read

Brief

Marty Kausas argues the SaaS→tokens transition will outpace the 10–20 year on‑prem→SaaS shift by years: teams adopt Claude/Codex, realize per‑user costs (example $1.5k/month), firms allocate token budgets (~$180k/yr for a 10‑person support team), and purpose‑built vendors like Pylon will compete with Anthropic/OpenAI for that spend; Pylon ships an agentic support product on July 15, 2026.

Why it matters

Marty Kausas lays out a four‑phase path: teams adopt AI; execs realize usage is expensive (example: $1.5k/person/month for custom Claude skills); companies set token budgets (10 people → $180k/yr); Pylon then competes for that token budget. @marty_kausas, @usepylon, @sandykory

Key details

  • Kausas claims Pylon’s long‑term competitor is Anthropic/OpenAI, not Zendesk, because token budgets (e.g., ~$180k/yr) are roughly 10× a support team’s ticketing spend, dramatically expanding TAM for companies that capture those budgets
  • He asserts purpose‑built products (like Pylon) will be faster/cheaper/better than current expensive, unoptimized 'skills' implementations; Pylon plans to release an agentic customer‑support product on July 15 (2026)
Source evidence

The SaaS-to-tokens transition has begun.

The on-prem to SaaS transition took 10-20 years. This one will go much, much faster. It will also expand the TAM for the best companies.

@usepylon is nailing it. Love the analysis & transparency from @marty_kausas.

Marty Kausas (@marty_kausas)

Pylon's long-term competitor isn't Zendesk.

It's Anthropic and OpenAI. Here's why...

All companies will go through these phases:

𝟭: 𝗧𝗲𝗮𝗺𝘀 𝗮𝗱𝗼𝗽𝘁 𝗔𝗜. They get access to Claude/Codex and start building skills and using it for everyday work.

𝟮: 𝗘𝘅𝗲𝗰𝘀 𝗿𝗲𝗮𝗹𝗶𝘇𝗲 𝗔𝗜 𝗮𝗱𝗼𝗽𝘁𝗶𝗼𝗻 𝗶𝘀 𝗲𝘅𝗽𝗲𝗻𝘀𝗶𝘃𝗲. As an example, our support team was spending $1.5k/person/month on custom Claude skills we had developed to help them triage, investigate, etc.

𝟯: 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗶𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁 𝘁𝗼𝗸𝗲𝗻 𝗯𝘂𝗱𝗴𝗲𝘁𝘀. For example a support team might be given that $1.5k/person/month as a budget for Claude/Codex use. Across 10 people that's $180k/yr.

𝟰: 𝗣𝘆𝗹𝗼𝗻 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀 𝗔𝗜 𝘁𝗵𝗮𝘁 𝗰𝗼𝗺𝗽𝗲𝘁𝗲𝘀 𝘄𝗶𝘁𝗵 𝗔𝗻𝘁𝗵𝗿𝗼𝗽𝗶𝗰 / 𝗢𝗽𝗲𝗻𝗔𝗜 𝗳𝗼𝗿 𝘁𝗵𝗮𝘁 𝘁𝗼𝗸𝗲𝗻 𝗯𝘂𝗱𝗴𝗲𝘁. Once the $180k token budget is there, Pylon will compete for it. $180k/yr is ~10x what that same support team might be paying for their ticketing system. The SaaS/Zendesk layer is tiny in comparison.

We're releasing this agentic customer support product on July 15th.

-- Notes --

  • The token budget concept dramatically changes the market size for software companies that compete for it. Anthropic / OpenAI are paving the way for new use cases, but those implementations (currently via skills) will be unoptimized and expensive variants of products waiting to be developed.

  • Purpose built software (e.g. Pylon for customer support) will be able to build those same use cases and have them be faster / cheaper / better.

  • This idea applies broadly to B2B software companies.

— https://nitter.net/marty_kausas/status/2069450410331439122#m