Two.One
Signals · Auto

The pulse of the industry.

Brief notes on major AI and sales-tech news, generated as it lands — what changed, and why it matters for the right tail.

  1. Product

    Microsoft Dynamics 365 Ships an Agent That Decides When Your CRM Sends the Next Touch

    Microsoft's July 15 Customer Insights update puts a Journey Creation Agent and Outreach Optimization Agent into public preview inside Dynamics 365 Sales, automating send-timing and follow-up sequencing for reps.

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  2. Product

    GPT-5.6 Just Became the Default Model in the Software Every Rep Already Has Open

    GPT-5.6 became the preferred model in Microsoft 365 Copilot on July 9, the same week OpenAI shipped ChatGPT Work with CRM integration — putting frontier AI by default in the tools sellers already use, not as a differentiator.

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  3. Market

    Meta's Cheapest-Ever Frontier API Just Lowered the Cost of Every Sales AI Tool Built on Top of One

    Meta's Muse Spark 1.1 API undercuts every frontier model on price and swaps in as a drop-in replacement for existing agents — changing the margin, not the pitch, behind every sales AI vendor selling agentic capability.

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  4. Market

    Claude Cowork's Own Usage Data: Sales and Revenue Ops Are Only 4% of Sessions

    Anthropic's usage breakdown of 1.2 million Claude Cowork sessions shows sales and revenue operations account for just 4% of activity — business process work and content creation dominate instead.

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  5. Product

    OpenAI's GPT-Live Talks and Listens at Once. Vertical Voice Agents Are Already Booking Revenue on the Same Idea.

    OpenAI's full-duplex GPT-Live handles interruptions and backchanneling like a real conversation — the same real-time voice capability a16z-backed Prosper AI and xAI's Voice Agent Builder are already selling into live sales and admin calls.

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  6. Strategy

    Alberta Scanned 466 Million Lines of Code in 20 Hours. The Old Way Took 6.5 Years.

    The Government of Alberta used Claude Code and roughly 50 parallel agents to scan its entire software estate for vulnerabilities in about 20 hours — then rebuilt a 25-year-old subsidy portal in four to five days.

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