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Topic

Enterprise AI Agents

Production deployment of multi-step agentic AI inside enterprises, including runtime limits and workflow execution.

Current stories

build4 publishers

Google ships Live Avatar for Gemini Enterprise agents before stating what the avatar costs

Google made Live Avatar, a lip-synced video face for Gemini 3.8 Live agents, generally available in Gemini Enterprise on September 24. Custom likenesses need an allowlist and Google has not disclosed an avatar rate, so teams can pilot preset avatars but cannot yet budget for them.

Perspective Coverage

4 publishers
Builder
Builder 44%
Operator
Operator 40%
Investor
Investor 16%

Reality

Evidence50
Adoption20
Hype gap+30
Incentives70
Confidence60
product1 publisher

Microsoft brings full Office into a merged Copilot app for the first time

Satya Nadella pitched Microsoft's merged Copilot app to invited enterprise customers as the 'OS for work', with tabs for chat, coding and an Autopilot agent. IT teams now have to plan for a second route into Office, along with an agent whose autonomy Copilot chief Jacob Andreou calls terrifying to admins.

Publishers:theverge.com

Reality

Evidence45
Adoption15
Hype gap+45
Incentives75
Confidence45
security2 publishers

Microsoft sends Autopilot, its Copilot agent that works while users are away, to private preview in September

Microsoft says Autopilot, a Copilot agent that keeps working while users are away, enters private preview at the end of September. Identity teams admitted to the preview get about five days to decide what it can reach and how its actions are recorded.

Publishers:blogs.microsoft.comwindowslatest.com

Reality

Evidence45
Adoption
Insufficient
Hype gap+35
Incentives70
Confidence60
build5 publishers

Microsoft sets a late-September private preview for Copilot's always-on Autopilot agent

Microsoft is splitting Copilot into Home, Code and Autopilot, with its always-on Autopilot agent entering private preview in late September. Autopilot agents carry their own identities and bill by usage, so tenant admins need access reviews and spend plans ready before the first instances arrive.

Perspective Coverage

5 publishers
Builder
Builder 33%
Operator
Operator 39%
Investor
Investor 28%

Reality

Evidence60
Adoption
Insufficient
Hype gap+35
Incentives65
Confidence60
invest4 publishers

Insight Partners leads $550 million round valuing Wonderful at $5 billion

The $550 million Series C buys roughly a tenth of a company with 650 employees and no published revenue, and the cash is going into engineers who sit inside customers' offices rather than into compute.

Perspective Coverage

4 publishers
Builder
Builder 25%
Operator
Operator 23%
Investor
Investor 52%

Reality

Evidence50
Adoption
Insufficient
Hype gap+40
Incentives70
Confidence60
invest4 publishers

Snowflake adds $230m to its full-year product guide on a $70m quarterly beat

Product revenue grew 37% and the annual guide rose more than three times the size of the quarter that prompted it. Gross margin fell 110 basis points in the same breath, because those AI workloads arrive with a compute bill attached.

Perspective Coverage

4 publishers
Builder
Builder 10%
Operator
Operator 16%
Investor
Investor 74%

Reality

Evidence72
Adoption55
Hype gap+15
Incentives55
Confidence70
product3 publishers

Salesforce's Koa model reaches pilots with two accounts of what it was trained on

Salesforce and Nvidia post-trained Koa on simulated CRM workflows and claim three times fewer errors than leading general-purpose models. The published record describes the training data two different ways.

Perspective Coverage

3 publishers
Builder
Builder 35%
Operator
Operator 38%
Investor
Investor 27%

Reality

Evidence45
Adoption20
Hype gap+35
Incentives75
Confidence55
invest1 publisher

Microsoft launches new Copilot agent tools billed by usage; fewer than 7% of Office seats have the $30 add-on

Microsoft will bill the Cowork, Code and Autopilot parts of its combined Copilot app by usage, with fewer than 7% of 450 million-plus Office seats licensed. The meter lets buyers pay for the few staff who use agents, though the app still leans on OpenAI and Anthropic models and its Home tab has no Microsoft option.

Publishers:cnbc.com

Reality

Evidence55
Adoption15
Hype gap+10
Incentives65
Confidence50

Earlier coverage

  1. Salesforce begins migrating select US customers to Google Cloud in Q4 2026

    Product · September 19, 2026 · 1 publisher

  2. Salesforce post-trained a 120B Nemotron to take over its agents' multi-step reasoning

    Product · September 17, 2026 · 1 publisher

  3. Salesforce pipes live CRM actions into Amazon Quick and Gemini Enterprise over MCP

    Product · September 15, 2026 · 1 publisher

  4. August re-rated software faster than any growth rate could move

    Invest · September 6, 2026 · 1 publisher

  5. Oracle spent $28bn of cash in the three months it reported $4.68bn of net income

    Invest · September 11, 2026 · 1 publisher

  6. Snowflake buys $230m of guided revenue with two points of gross margin

    Invest · September 10, 2026 · 1 publisher

  7. Cognizant cites $4.5tn AI exposure research as it builds 15,000-person job family

    Product · September 7, 2026 · 1 publisher

  8. Snowflake guided FY27 growth a point below the quarter it just delivered

    Leadership · September 5, 2026 · 1 publisher

  9. Atira raises $17.5 million against a $128 billion pile of quoting labor

    Invest · September 3, 2026 · 2 publishers

  10. ServiceNow's agent benchmark tops out at 35.3% on the harder of its two enterprise tasks

    Build · August 31, 2026 · 1 publisher

  11. Three hops separate the customer's question from the rule that changes the answer

    Build · August 31, 2026 · 1 publisher

  12. Wall Street pays 23% for one percentage point of Salesforce growth

    Invest · August 28, 2026 · 1 publisher

  13. Anthropic's valuation mark supplied 43% of Salesforce's adjusted quarterly profit

    Invest · August 28, 2026 · 1 publisher

  14. The market read Workday's backlog and skipped its agent adoption numbers

    Product · August 27, 2026 · 1 publisher

  15. Salesforce made Claude the default reasoning layer, and Agentforce buyers inherit the bet

    Product · August 27, 2026 · 1 publisher

  16. Salesforce's AI answer to the $2 trillion SaaS selloff is $50,000 a deal

    Invest · August 26, 2026 · 1 publisher

  17. Salesforce's 14% cRPO is the best agent-demand read yet. Organic growth is 6.5%

    Invest · August 26, 2026 · 2 publishers

  18. Google's legal AI bundle lands a day after a $40M model, and the connector list tells you why

    Build · August 26, 2026 · 2 publishers

  19. Glean turns token cost into a scoreboard number. Buyers should insist on running the test

    Product · August 26, 2026 · 1 publisher

  20. Salesforce bought $27.1B of its own stock in a quarter it grew 13%

    Invest · August 24, 2026 · 2 publishers

  21. Twin1's $20M bet: the unit of enterprise AI is one employee, not the org

    Product · August 20, 2026 · 1 publisher

  22. WRITER's new flagship is a post-train of Z.ai's GLM-5.2, and that is the story

    Build · August 14, 2026 · 1 publisher