AI Agents & Orchestration Insights

A single authorized path crosses a transparent access boundary toward a draft tray, with three evidence trays behind it.

2026-10-11

Gemini Agent: The Controls Your Integrations Still Need

Google introduced Gemini Agent on October 8. Here is how to scope evidence access, business writes, approvals, and recovery in a practical integration.

A tactile routing board sends most blank case cards along a compact rail and diverts an exception into a separate slate review tray.

2026-10-11

Claude Haiku 5.5: Route Work Before Switching Models

Haiku 5.5 gives teams a new small-model candidate. Evaluate routing, migration, escalation, and cost per accepted outcome before switching.

A blue routing node connects a stack of support records to separate response and escalation paths.

2026-10-06

AI Support Agents: Triage, Actions, and Escalation

Enterprise AI agents can triage support, retrieve approved answers, update CRM records, and escalate risky cases with human oversight.

2026-08-22

AI Agent Use Cases for CRM, Support, and Ops

See which CRM, support, document, and operations workflows justify enterprise AI agents-and where human approval must remain.

2026-08-20

AI Agents: Workflows, Approvals, and Guardrails

AI agents coordinate CRM, documents, and approvals. See where autonomy creates value, where controls belong, and when not to build.

2026-07-29

EU Transparency Guidance Changes Customer AI Workflows

New EU guidance makes disclosure, handoffs, and evidence trails a design issue for customer-facing AI workflows.

GPT-5.6 routing checkpoint connecting model paths to timed approval stages.

2026-07-23

GPT-5.6 Model Routing for Approval Workflows

GPT-5.6 makes model routing a workflow decision: set cost, approval, and fallback paths before agents touch customer systems.

Decision node comparing AI agent and chatbot paths across a workflow blueprint.

2026-07-16

AI Agent vs Chatbot: Choosing the Right Build

Learn the critical differences between AI agents and chatbots to decide which automation path drives the highest ROI for your business.

Grok 4.5 system delivery board with deployment checks, evaluation results, and monitoring panels.

2026-07-09

Grok 4.5 for Enterprise AI Agents

Use Grok 4.5 where agent workflows need tool use, approvals, source trails, and measurable operating controls.

Approved contract review document on a build-versus-buy evaluation blueprint.

2026-07-05

Contract Review AI: Build custom or buy SaaS?

Decide when to purchase an off-the-shelf contract lifecycle platform and when a custom AI review pipeline is required for your playbooks.

AI agent evaluation pipeline connecting reliability, risk, and ROI checkpoints.

2026-06-07

Evaluate AI Agents by ROI, Reliability, and Risk

Measure AI agent performance with business outcomes, failure modes, approval paths, and operating cost.

Layered workflow checkpoints connected by thin blue execution paths.

2026-06-02

Durable Execution for AI Agents: When a Tool Times Out

When an AI agent times out after issuing a credit, safe recovery depends on approval checks and a receipt from the billing system.