Oracle Brings Gemini Agents Into the Enterprise as Okta Buys Their Security Layer

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Tricentis Buys Tabnine to Give Testing Agents Enterprise Memory

Tricentis acquired Tabnine and plans to integrate its Enterprise Context Engine into the Tricentis Agentic Quality Engineering Platform. The technology builds continuously updated knowledge graphs across code, documentation, tickets, APIs and infrastructure, helping testing agents understand dependencies and the potential blast radius of changes.

Tabnine customers have reported up to 2× higher AI accuracy, 80% lower token consumption and 50% faster resolution on complex tasks. The deal shows enterprise software companies acquiring context layers—not only models—to make agents dependable across large application estates.

Gemini Moves Into Oracle’s Enterprise Agent Stack

Oracle announced plans to make Google’s Gemini 3.1 Flash-Lite and Gemini 3.5 Flash available through Oracle AI Agent Studio for Fusion Applications. Customers will be able to use Gemini alongside other models when creating agents that interact with Oracle Fusion and NetSuite workflows.

Oracle is positioning model choice as an operational decision based on task quality, speed and cost rather than locking customers into a single model family. Strategically, the competition between frontier models is moving directly into ERP systems where agents can access records and execute business transactions.

Elastic Becomes OpenAI’s Enterprise Context Layer

Elastic expanded its collaboration with OpenAI to ground AI agents in enterprise documents, tickets, logs, metrics, traces and security alerts. Elasticsearch will provide retrieval, permissions and governance across applications, observability and security operations. Elastic reports that customers have reduced token consumption by up to 75% and increased accuracy from 60% to 92%;

Visa reportedly reduced some triage work from 10–20 minutes to seconds, while Airtel improved investigation speed by 30%. The announcement reinforces that enterprise agent performance increasingly depends on governed context, not simply a stronger foundation model.

Okta Buys Permiso to Secure the Agentic Workforce

Okta signed an agreement to acquire Permiso, extending its identity platform across human users, service accounts and autonomous agents. Permiso analyzes more than 2,500 signals across over 70 identity partners and offers SandyClaw, a dynamic sandbox for testing agent skills, prompts and runtime behavior.

Okta cited research showing that 58% of executives experienced an AI-related security incident or near miss during the previous year. The acquisition points toward identity security and runtime agent monitoring converging into a single enterprise control layer.

zerohash Gives AI Agents Their Own Financial Rails

zerohash launched Agentic Finance Suite, infrastructure that lets authorized agents hold, transfer and stream money programmatically. The platform includes Know Your Agent verification, delegated permissions and access to more than 40 protocols and chains and over 100 assets.

It also supports usage-based streaming settlement, allowing services to charge per token, second, megabyte or API call under a predefined spending cap. The launch moves agentic payments closer to regulated, embeddable infrastructure rather than experimental wallet integrations.

Simile Raises $200 Million to Build Synthetic Consumers

Simile raised a $200 million Series B at a reported $2 billion valuation, five months after closing a $100 million Series A. Its agents simulate consumer behavior so companies can test products, messaging and marketing concepts against synthetic populations.

CVS participated as both an investor and customer. The round shows strong demand for agents that model people rather than perform back-office work, although businesses will still need to validate synthetic findings against real customer behavior.

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