AI agents are changing how software works. These programs can write code, solve problems, and complete tasks without human help. As companies adopt more AI agents, they face new challenges. They need tools to watch these agents and fix problems fast.

Coralogix, a startup from Boston with roots in Israel, just raised $200 million to build these tools. They help companies track software health by collecting and analyzing data like logs and metrics. This shows what the software is doing and if anything goes wrong.

Coralogix’s platform serves over 5,000 customers worldwide, including big names like IBM and Tradeweb. Its growth mirrors the rising demand for AI monitoring tools. The company’s CEO, Ariel Assaraf, says more than half of their enterprise clients now use AI assistants to query data. Instead of clicking through dashboards, engineers ask AI what’s wrong.

This shift is changing the software monitoring game. Coralogix’s AI agent, Olly, and customers’ own AI models offer smarter incident investigation. The startup grew revenue by over 60% last year and has about 30 clients spending more than $1 million yearly. They surpassed $100 million in annual revenue more than a year ago.

AI Agents Need Secure and Efficient Data Access

Watching AI agents closely means giving them access to business data. But this raises security risks. Archestra, a UK startup, raised $10 million to solve this. Their platform acts as a gatekeeper, controlling how AI agents access sensitive corporate data.

Archestra’s system sits between AI agents and data sources. It checks identities, enforces policies, and logs all activity. This stops data leaks and prompt-injection attacks. The platform supports popular AI models like ChatGPT and Claude, and connects to tools like Jira and Salesforce.

By managing data access carefully, Archestra lets companies use AI agents without risking sensitive information. Its open-source core already has thousands of users and is deployed in several Fortune 500 companies. The new funding will help expand its reach and improve security features.

AI-Powered Platforms Are Expanding Across Industries

Coralogix and Archestra are part of a wider wave of startups using AI to transform business software. Factorial, a Barcelona-based company, just raised $150 million at a $2.5 billion valuation to build AI-powered workforce management tools. They help HR, finance, and IT teams handle daily operations with AI assistance.

Factorial’s new platform, called Factorial One, combines AI agents for both managers and employees. It centralizes workflows and policies in one place. The company plans to grow in Germany and other European markets, hiring for sales and engineering roles.

On the financial intelligence side, AlphaSense raised $350 million, reaching a $7.5 billion valuation. Its platform mixes vast business data with AI agents that help companies find insights and automate complex workflows. AlphaSense counts thousands of enterprises, including many Fortune 500 firms, as customers.

AlphaSense’s AI agent, SuperAnalyst, acts like a trusted assistant. It performs high-value tasks such as market analysis and strategic research. This shows how AI agents are becoming essential tools for decision-making across sectors.

Quantum Computing Joins the AI Revolution

Beyond software monitoring and workflows, startups like Quobly are advancing quantum computing technology, which may power future AI systems. Quobly raised $133 million to develop silicon spin qubit chips. These chips use tiny electron spins to process quantum information.

Quobly’s design tackles key challenges in building quantum computers, such as coordinating many qubits and reading results efficiently. It uses new sensing methods to improve accuracy and reduce size. The company plans to ship its first commercial quantum computer by the end of 2026.

Quantum computing could boost AI capabilities and speed up complex calculations. The investment in this technology signals a long-term bet on the future of AI infrastructure.

The AI landscape is evolving fast. Startups are building tools to monitor AI agents, secure their data access, and embed AI into everyday business operations. With big funding rounds and rapid growth, these companies are shaping how enterprises will work with AI in the years ahead.