News Cycle : June 3, 2026 – Outsystems, Testlio, OpenAI, Neo4j
Outsystems Unveils Open Agetic Systems Platform
OutSystems today introduced the Agentic Systems Platform and the OutSystems Agent Experience, a new platform layer that exposes an array of A2A and MCP tools and services.
“Business leaders are realizing that they need power and control in this highly fragmented and dynamic AI market. To sustain that growth and protect margins, organizations must separate proprietary business logic and data from specific AI providers,” said Woodson Martin, CEO at OutSystems. “Our Agentic Systems Platform provides an open and neutral platform to ensure choice and control. Customers can prepare for digital sovereignty, performance and costs and can work on all the latest models and tools without constantly rebuilding their core functions. In a time of great change, we ensure that the CEO and CFO maintain control over the future of the company.”
Built on the Agentic Systems Platform, powered by the OutSystems Enterprise Context Graph, the following innovations fall into three domains: Agentic Systems Engineering, Agentic Enterprise Orchestration, and Agentic Industry Solutions.
Applications Engineering: OutSystems today expanded its Agentic Systems Engineering capabilities through new Agent Experience development tools – native integration with Kiro (Agentic Development Environment from AWS) to build, manage, and manage agents and applications on the OutSystems platform. OutSystems also introduced Legacy Modernization Services powered by AWS Transform, delivering an automated pipeline that migrates legacy systems based on technologies such as COBOL and Lotus Notes to high-performance agents. Kiro development services, along with Modern Legacy Services, are available in preview today for select customers with expanded AWS Transform integration capabilities coming in Q3.
Agentic Enterprise Orchestration: The company today introduced Agentic Enterprise Orchestration, powered by the Enterprise Context Graph and featuring Amazon Bedrock. This is the next generation of Agent Workbench, which allows organizations to plan, schedule, and manage a dynamic AI agent workforce. Agentic Enterprise Orchestration launched today, bringing advanced agent testing, intuitive monitoring lines, integrated semantic search, and deepening Amazon Bedrock support to the enterprise. This combines OutSystems’ flexible operating context layer with Amazon’s comprehensive model management tool to provide access to cost-effective and high-performance models. Available today, existing customers can take advantage of these new GA capabilities using the Agent Workbench.
Agent Industry Solutions: OutSystems today also introduced its first end-to-end Loan Origination Banking Solution, the first in a family of upcoming Agentic Industry Solutions. By simplifying the deployment of state-of-the-art agent technology, these AI risk detection solutions significantly accelerate time-to-value. Also using Amazon Bedrock, Agentic Industry Solutions benefits from access to a library of domain-specific models (eg trained in finance, law, or context-specific issues such as document processing) to further improve performance and cost at scale. Interested developers can get started today with OutSystems’ Banking and Financial Services Agent Kit, with the first end-to-end Banking solution available in early Q3.
Testlio Launches Human-in-the-Loop Testing for AI Agents
Crowdsourced testing platform provider Testlio today launched AI Agent Testing services , which integrates the company’s human-in-the-loop orchestration and proprietary AI-driven insights from 13+ years of QA expertise into agent workflows.
A managed agent can still break when it encounters a real device, regional payment flow, or unscripted user. Teslio’s AI-certified AI testing community ensures agent workflows in unexpected situations where failures actually occur. Testlio addresses the most critical challenges teams face today with their agent workflow:
Agents fail in all unpredictable real-world situations. Testlio’s AI-certified AI testers use thousands of what-if scenarios to keep content agents and products out of trouble.
Only automated testing misses nuanced problems. Testlio’s proprietary testing framework captures subtle risks and behavioral problems that are overlooked by automation.
Agency failures are seen as silent credits and policy violations. Teslio ensures data flows accurately between steps, catching critical leaks before customers do.
Companies that issue quickly are often at greater risk of losing trust over the years. Testlio matches fast shipping cycles with high-speed, real-time insights.
“Testlio is uniquely positioned for this era, combining years of proven global payment testing with this AI agent verification service,” said Summer Weisberg, CEO at Testlio. “As business AI agents move from handling simple customer inquiries to executing payment workflows for complex companies, where AI is given digital wallets to autonomously authorize transactions, organizations need a partner that goes beyond automated simulations. They need access to people who use real, local payment methods to act as a safety net, as well as experts who provide specialized AI testing.”
Codex for every role, tool, and workflow
Codex introduces plug-ins that enable non-developers to build applications, create dashboards and snapshots, and more. Although Codex was created as a software development tool, developers now make up about 20% of all Codex users and are growing more than 3x as fast as developers.
To meet these news roles where people work. Codex today announced plug-ins that can adapt Codex to any of your roles and tools, as well as annotations to refine AI results. The company is also previewing the ability to create interactive websites and applications.
OpenAI said in its blog announcement that the six new role-specific plugins that make Codex useful for a variety of informational tasks, which don’t require coding, are:
- Each plugin has a specific role(opens in a new window) includes relevant applications, capabilities, instructions, and workflows. Together, they include 62 popular apps and 110 skills.
- I data analytics plugin.(opens in a new window) helps analysts and business teams answer questions about data. They can examine product and business data, explain why key metrics have changed, and create reports and dashboards using tools like Snowflake, Databricks Genie, Hex, and Tableau, with more coming soon.
- I creative production plugin.(opens in a new window) helps marketing and creative teams turn briefs into assets they can review. Teams can create campaign boards, create and optimize display ad variations, and produce product lifestyle shots or ecommerce-ready photo sets with tools like Figma, Canva, Shutterstock, Picsart, and Fal.
- I marketing plugin.(opens in a new window) helps sales teams bring customer content to work that drives deals forward. Sales teams can find the most important accounts and signals, prepare customer meetings, complete follow-ups, review customer records, create close plans, and review potential deals using tools like Salesforce, HubSpot, Slack, Outreach, Clay, Rox, and Actively.
- I product design plugin.(opens in a new window) designed to turn initial ideas into prototypes that teams can revise. Teams can test product specifications, test user flows, prototype from a live URL, and create interactive static screenshots, with work that can be advanced with tools like Figma and Canva.
- I social equity investment plugin.(opens in a new window) helps investors make sense of market and company information. They can review earnings, compare companies, track signals, and assess whether the investment thesis is strengthening or weakening using information from Moody’s, Daloopa, Datasite, FactSet, LSEG, S&P, PitchBook, and Hebbia.
- I investment banking plugin.(opens in a new window) helps banks turn research and diligence into customer-friendly products. They can adjust parameters, analyze comparable companies and jobs, and turn due diligence into recommendations using reliable data.
Neo4j Acquires GraphAware to Launch Intelligent Analytics
Graph intelligence platform provider Neo4j has announced an agreement to acquire intelligence analysis software company GraphAware, which Neo4j said will deliver next-generation graph technology solutions powered by AI and based on open standards.
This work, he said, will serve as “a proven and reliable alternative to Palantir Gotham. Bringing GraphAware’s intelligence analysis capabilities to the Neo4j graph intelligence platform will provide government agencies with a powerful, independent alternative to joint investigations and interpretable decision intelligence across complex, interconnected data. This will put customers in control, not their data, and build their own test data, as well as data generation. programs.”
Advances in AI and growing geopolitical tensions have made autonomous solutions essential. Organizations need the ability to own, manage, and control their data in ways that best serve their needs, whether that means keeping it within national borders for compliance and security or freely enabling secure access to support emerging AI use cases and innovation.
The era of proprietary black box solutions is over. Government agencies need the choice and control made possible only by a proven open standards-based architecture that is modular in design and built to integrate naturally with all enterprise AI platforms.
Emil Eifrem, Founder and CEO of Neo4j, said, “Governments have been using intelligence analysis software from Palantir for more than a decade. Now they will have a legitimate choice with GraphAware Hume, powered by Neo4j’s graph intelligence platform. That is built on state-of-the-art technology, and is trusted by government agencies around the world.”
