Practical AI Briefs

Guide

AI office search for small teams: choose a safe pilot

Choose a narrow AI office search pilot, then check company knowledge, permissions, sources and citations before connecting work data.

Guide

AI team pricing for small teams: compare the real commitment

Compare AI team plans through seats, usage, administration and billing commitment, then budget ChatGPT Business credits separately.

Pricing and limits · August 31, 2026

The Codex model picker is only one place GPT-5.4 can linger

GPT-5.4 and GPT-5.4 mini leave ChatGPT-signed-in Codex on August 31. Replace old model references in five places before the next task runs.

Pricing and limits · August 25, 2026

Five ChatGPT Business seats: what the $100 price leaves out

At US prices checked in August 2026, five ChatGPT Business seats cost the equivalent of $100 a month on annual billing—before optional credits.

Connected workflows · June 30, 2026

Approve ChatGPT workspace-agent actions before connecting internal tools

Before a ChatGPT workspace agent uses internal tools, separate read access, shared accounts, action constraints and write approvals.

Office search · June 27, 2026

Check AI answer citations before sharing at work

Review ChatGPT company-knowledge answers against citations, source freshness and permissions before sharing a work decision.

Office search · June 26, 2026

Build an AI office-search source map before connecting ChatGPT

Before connecting ChatGPT to company knowledge or app sync, map which work source should answer each office-search question.

Office search · June 24, 2026

ChatGPT file uploads for work: verify the source before trusting the answer

Before asking ChatGPT to search or summarize work documents, check upload limits, source freshness, citations and whether a governed connector fits better.

Office search · June 19, 2026

Microsoft Teams sync in ChatGPT: define the search scope

Use Microsoft Teams sync in ChatGPT for AI office search only after checking scope, permissions, Purview filters and source citations.

Connected workflows · June 15, 2026

Test custom MCP connectors before using them for company knowledge

Test custom MCP connectors for company knowledge before private systems become AI office search sources.

Office search · June 10, 2026

Google Drive in ChatGPT: scope an office-search pilot

Scope Google Drive files, permissions, citations and pilot questions before using ChatGPT as AI office search.

Connected workflows · June 4, 2026

ChatGPT mentioned a file you never named. That's the sync test.

A synced ChatGPT app can draw on connected work while answering. Test access, source trails, memory and disconnect behavior with a small team before scaling up.

Pricing and limits · May 28, 2026

Five people, four AI plans: what do those seat prices really buy?

Compare ChatGPT Business, Claude Team, Google Workspace and Microsoft 365 Copilot using one realistic five-person company.

Tool selection · May 25, 2026

Is your company knowledge ready for ChatGPT search?

Use this readiness checklist before connecting internal company documents, policies or tickets to ChatGPT.