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A clearer view of automation.

Practical guides for running a business with more automation and dependable people behind it. Start with the business decisions, or share an integration guide with the person who looks after your systems.

For your business

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Human in the Loop Patterns for AI Agents

· Patterns · 5 min read

Four human in the loop patterns explained through everyday business examples: approvals, review queues, handoffs and decisions that stay with a person.

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Human in the Loop as a Service: Build or Buy?

· Strategy · 4 min read

Should your business manage AI checks internally or use human in the loop as a service? Compare staffing, cover, supervision and an employed support team.

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Outsourcing AI Review: How Managed Human Validation Works

· Strategy · 3 min read

Outsourcing AI review for SMEs: compare crowdsourcing, BPO and managed human validation, with practical questions about people, access and accountability.

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The Philippines' BPO Industry Is Growing Despite AI

· Industry · 4 min read

What the changing Philippine BPO industry means for Australian and New Zealand businesses using automation, and why trained people still matter.

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Cloudflare's Agent Stack: Email, Traces, and Now Wallets

· Industry · 4 min read

Cloudflare’s email, tracing and wallet announcements explained for business owners: what software can do, and where a person still needs to decide.

For your IT provider

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Human in the Loop for LangChain Agents: A Practical Guide

· Integration · 5 min read

Add human approval to LangChain and LangGraph automation. A practical guide for your IT provider, with business rules, saved state and reviewer handoffs.

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Human in the Loop with the OpenAI Agents SDK

· Integration · 5 min read

Human approval with the OpenAI Agents SDK, explained for businesses and their IT providers: approval rules, saved runs and someone responsible for checking.

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LangGraph Human in the Loop with FastAPI

· Integration · 5 min read

A LangGraph and FastAPI example for business automation: pause for human approval, save the case and return the decision to the right workflow.