OAuth Token Exchange vs Agent Delegation: What Enterprises Need to Know
Consider an enterprise AI agent assigned to process an employee’s expense reports. To complete the task, it needs to retrieve expense records from an internal...
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Consider an enterprise AI agent assigned to process an employee’s expense reports. To complete the task, it needs to retrieve expense records from an internal...
TL;DR A customer’s new espresso machine arrives with a cracked water tank. On Monday she opens a support chat, gets a replacement promised and logs...
Madison and CUBE both help banks keep up with regulatory change, but they are built around different ideas. CUBE is an AI-native regulatory intelligence and...
TL;DR AI agent email and communication automation means AI agents that read, answer, send and route messages across email, chat and team channels, inside limits...
TL;DR At 11:40 on a Tuesday night, a VP of Operations downloads your pricing guide. Two minutes later, a marketing nurture agent sends her a...
TL;DR: Best Platforms for RPA and AI Agent Automation A finance team can automate invoice entry with an RPA bot. But what happens when an...
TL;DR: Best No-Code Agentic Process Automation Platforms A supplier invoice lands in your inbox. Someone needs to extract the details, match them against a purchase...
A sales team needs to book a customer meeting. The slot has to work across several calendars without conflicts. The CRM needs updating, and the...
A support lead asks an agent in Slack to look into a ticket. The agent has to pull the customer’s history from the ticketing system,...
TL;DR A year ago, a platform team put LiteLLM in front of its apps. It was a good call. Thirty-odd services got one OpenAI-style endpoint,...
Madison and Wolters Kluwer Compliance Intelligence both help banks manage regulatory change and obligations, but they start from different places. Compliance Intelligence pairs Wolters Kluwer’s...
To map policies to controls with an agent, break each policy into atomic obligations, let the agent propose a control for each one against your...
TL;DR You run platform engineering at a fintech, and your APM is good: golden-signal dashboards, clear SLOs, a pager rotation that works. Then on Monday,...
When an aircraft returns from maintenance, nobody certifies the whole plane from scratch, and nobody waves it off on the strength of the mechanic’s confidence...
TL;DR Your first LLM feature took a weekend. You installed the provider’s SDK, put a key in an environment variable and shipped. Eighteen months later...
To evaluate a regulatory change agent, test four things: how it maps a regulatory update to your obligations, how it reasons (the execution trace), where...
Key takeaways A finance team requires two sign-offs on every wire transfer. The first person prepares the payment, and the second reviews and approves it....
TL;DR Your discharge-summary agent is live. A nurse pastes in a note: “Pt in 412, MRN 0048291, daughter Priya called re: d/c on 3/14, cb...
TL;DR Finance has flagged the inference bill for your support agent, and the planning meeting produces three fixes. One engineer wants a semantic cache. Another...
TL;DR A toxicity filter can flag an offensive sentence. It cannot, on its own, tell you whether an AI agent is treating people unfairly, applying...
A shutdown button is only useful if you know what it shuts down. If an automated system starts making unauthorized API calls, changing production records,...
On March 24, 2026, pip install litellm stopped being a safe command. For roughly three hours, PyPI served two poisoned releases, 1.82.7 and 1.82.8, that...
A prompt injection filter that works in a demo can fail on real traffic. Attackers hide instructions in the pages, documents and tool results your...
Agentic AI changes a dual-hat BSA officer’s job from doing multi-step compliance work to supervising it. Traditional machine learning flags or scores risk, and GenAI...
At ServiceNow’s Knowledge 2026 keynote, Bill McDermott described an agent at a real company that picked up more access than it needed and deleted a...
TL;DR An agent needs to read a storage object, inspect cloud resources or call an internal service. A developer creates an access key, drops it...
TL;DR An agent passes its launch tests and goes live. Then real users surface incomplete answers, failed tool calls, the wrong retrieved document, inconsistent decisions...
Gartner expects the average Fortune 500 company to have more than 150,000 AI agents in use by 2028. In 2025, the figure was under 15....
AI in compliance means using AI as a tool to meet regulatory requirements, such as catching money launderers. AI governance means managing the risks of...
An insurer’s support agent is built to look up claims. Its service account was cloned from an old billing bot, so it can also issue...
AI agents can do more than answer questions. They can retrieve company data, call APIs, update records, and trigger actions across business systems. Each connection...
Your provider invoice tells you how much you spent. It cannot tell you which team, feature, customer or agent spent it. A cost attribution dashboard...
Ask three teams how their agents reached production and you’ll get three answers. A Lambda function. A notebook endpoint. A container on a VM that...
An enterprise standardises model access through a gateway. Then its agents start calling external tools, querying internal systems and talking to MCP servers. A gateway...
The short answer An enterprise agent passes its tests, gets approved and goes live. Weeks later it makes a tool call it shouldn’t, reaches a...