The Real ROI of Enterprise Claude Agents: A Cost Model
Where savings from enterprise Claude agents really come from — token economics, automation depth, and a defensible cost model for engineering leaders.
8 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 162 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
From the blog
Latest articles
The ROI of Claude Agents in Financial Services
Where the real time and cost savings come from when building verifiable AI for financial services with Claude — modeled honestly, line by line.
7 min read
Migrating a Finance Workflow onto Claude Agents Safely (Verifiable AI Financial Services)
A staged rollout plan for moving an existing financial workflow onto Claude agents — shadow mode, human-in-the-loop, canary, and the rollback you keep ready.
7 min read
Migrating a Workflow to a Claude Agent: A Safe Rollout Plan
Move an existing enterprise workflow onto a Claude agent safely — shadow mode, suggest mode, staged autonomy, kill switches, and a phased rollout you can reverse.
7 min read
Migrating a Workflow to Claude Agents Without Breaking It (Prompt Caching Is Everything)
A safe playbook for moving an existing workflow onto Claude agents: shadow runs, parity measurement, incremental cutover, and a live rollback path.
7 min read
Evals for Claude Agents: Measuring Quality and Gating Releases (Prompt Caching Is Everything)
Build an eval loop for Claude agents: define quality, score tool-use trajectories, use LLM judges, and gate every release behind passing eval scores.
7 min read
Testing and Evals for Claude Agents: Gating Releases Safely
Build an eval loop for enterprise Claude agents — datasets, LLM judges, non-determinism, and CI gates that block regressions before they reach production.
7 min read
Testing and Evals for Claude Agents in Finance (Verifiable AI Financial Services)
How to measure Claude financial-agent quality and gate releases with an eval loop — graders, regression sets, and CI that blocks a bad prompt before it ships.
7 min read
Securing Claude Agents: Sandboxing and Least Privilege
Harden agentic systems on Claude with sandboxing, least-privilege tools, runtime secret injection, and prompt-injection defense for agents that take real actions.
7 min read