GLOBAL RESEARCH ARCHIVE
Fitz and Starts: AI & Enterprise Software Weekly - GPT 5.6, TTAN Roofing Win
Research evidence excerpt
Fitz and Starts: AI & Enterprise Software Weekly - GPT 5.6, TTAN Roofing Win
example of model commoditization and ◦Our
workload routing based on price/performance. It is directionally positive for Copilot gross
margins (as well as GM potential for the broader app space that continues to embed
3P LLM-driven capabilities) and highlights MSFT’s distribution control advantage. We
expect app vendors to adopt increasingly heterogeneous model stacks, reserving frontier
models for high-value reasoning while routing simpler workloads to lower-cost, or even
proprietary models.
• Microsoft Cuts 4,800 Jobs (2.1% of Workforce). Microsoft announced approximately 4,800
job eliminations, equal to 2.1% of its workforce, primarily within Commercial and Xbox. The
company said it had redeployed more than 4,000 employees during the prior year and
was reshaping Commercial to embed engineering experts alongside customers. Microsoft
explicitly stated that the eliminated roles were not being replaced by AI, while acknowledging
that AI is automating tasks and changing work.
Thoughts. This announcement appears more consistent with resource reallocation ◦Our
and an operating model redesign than demand weakness. Embedding engineers directly
with customers reinforces the forward-deployed implementation model increasingly used
(across software) to drive complex enterprise AI deployments. This may help adoption
but also underscores that agentic AI in the enterprise remains services and integration-
intensive despite improving model capabilities. We also believe that it seems like a
material piece of the workforce reduction is within Xbox, a consumer-facing business
that arguable has fewer synergies with the rest of the portfolio (though we do see
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