Prophecy launched DataGPT, a service that lets business analysts run complete, governed data workflows from inside ChatGPT, Claude, or Copilot, with each answer accompanied by a visual map of the pipeline steps that produced it.

• Targets a shadow-IT workaround: finance and ops analysts routinely upload spreadsheets to chatbots without IT sign-off; DataGPT routes those requests through Prophecy's governed pipelines instead.
• Works across three major chat surfaces: ChatGPT, Claude, and Microsoft Copilot are supported at launch, so adoption requires no new tool for end users.

Replit launched a capability that lets non-engineers — designers, support leads, ops staff — describe a change they want in natural language and push it into a company's existing production codebase through a governed agent workflow.

• Removes the sprint-queue bottleneck: small but high-signal fixes that sit in backlogs for months can now be drafted, reviewed, and shipped by the person who spotted the problem.
• Connects to live repos: the agent works on the company's existing codebase rather than a sandbox, with the engineer-controlled review gate preserved.

Salesforce added Agent Evals, API Evals, and spending guardrails to Agent Fabric, its cross-platform AI control plane, so enterprise teams can continuously monitor agent quality and costs across any platform before failures surface as customer complaints.

• Agent Evals runs continuously: CIOs get automated scoring of agent answers and cost per task across agents built on any platform, not only Salesforce-native ones.
• Spending guardrails cut runaway costs: hard limits and alerts stop agents from accumulating charges unchecked, a gap that has made enterprises reluctant to scale agent deployments.

GitHub Copilot now supports server-to-server authentication for GitHub Apps installed on organizations, allowing agents and automated services built with the Copilot SDK to make requests on behalf of the org without relying on any individual user's credentials.

• Workload-owned identity: a GitHub App with the read-only Copilot Requests permission generates short-lived installation access tokens, so agents run reliably at scale without tying usage to a signed-in employee.
• Available in public preview: engineering teams can start testing org-level agentic Copilot workflows now without waiting for GA.

Salesloft released agentic sales workflows, AI-driven analytics, automated meeting preparation, and real-time conversation intelligence as the first concrete product delivery against the agentic revenue vision it announced in September.

• Automated meeting prep: agents surface account history, deal context, and recommended talk tracks before calls, removing manual research time for reps.
• Real-time conversation guidance: live signals during calls prompt reps with next-best actions based on what the buyer is saying, closing the gap between insight and in-call execution.

Common Room integrated with OpenAI Dots so GTM teams can query account data, prospect signals, and pipeline context directly from ChatGPT, Slack, or a phone call without opening a separate tab.

• Context travels with the conversation: Dots connects to Common Room's live account and signal data, so answers are grounded in the team's actual pipeline rather than a generic model.
• Triggers recurring workflows: teams can set up automated actions from within the chat interface, turning a question into an executed sequence.