How to Correct an AI Assistant That Got It Wrong
Your AI assistant replied on the wrong thread or chased a client who already paid. How to fix this one mistake and write the rule so it never repeats.
Page 33 of 171
Your AI assistant replied on the wrong thread or chased a client who already paid. How to fix this one mistake and write the rule so it never repeats.
An employee hit "Need admin approval"? Grant admin consent in Microsoft Entra in four ways, check the permissions first, and limit the app to one team.
Microsoft's "Need admin approval" screen means your company must OK the app first. What it means, what to send IT, and how to get approved the same day.
One person set up an AI assistant that works, now the whole team wants in. Share the agent, not the login: named agents, own accounts, approval rules.
Spending an hour a day approving drafts and re-prompting your AI assistant? Three setup changes that cut supervision to a five-minute morning check.
Amazon blocked Meta's Muse from shopping, Shopify opened its checkout to it, and a researcher found a Muse zero-day. Plus Grok 4.7 and Xiaomi's MiMo-V2.6.
The best AI apps for couples: which ones answer the vet, the landlord and the RSVP, keep both calendars straight, and which only show you the week.
The best AI apps for dads: which ones handle sports schedules, doctor bookings, camp sign-ups and the family calendar, and which only put them on a screen.
The best AI apps for life admin: which ones chase renewals, appointments, bills and returns for you, and which just hand you another list to work through.
The best AI apps for family caregivers: which ones answer appointment emails, track refills, share the calendar with siblings, and which only log things.
The best AI tools for executive assistants in 2026: which ones run two executives' inboxes and calendars for you, which only draft, and what each costs.
The best AI assistants and apps for single parents: which ones answer the school, book the appointment and handle a custody swap, and which only record it.
Gemini stays inside Google, Copilot stays inside Microsoft. We compared nine assistants on both suites at once: which cross the fence and which pick a side.
Six client mailboxes, six logins, six sets of rules. We priced nine AI assistants on the work VAs and OBMs actually do, including the per-inbox math.
We checked 9 AI assistants against two or more companies. Carly is the one that replies as the right business. Which bill per seat, which per inbox.
Most AI assistants hold one Google Workspace login and a second sign-in replaces it. We compared nine on two or more tenants: which hold all of them.
Claude Code reaches mail through MCP. Add every Gmail and Outlook mailbox to Carly, register one server, and work across all of them at once.
Claude Code reaches calendars through MCP. Add every Google account to Carly, register one server, and one session sees all of your calendars at once.
Claude Code reaches Drive through MCP, and the usual servers hold one Google account. Add every Drive to Carly and search all of them in one session.
Claude Code holds one Notion workspace at a time. Add every workspace to Carly, register one MCP server, and search all of them in one session.
Claude Code reaches OneDrive through MCP, and every route stops at one Microsoft account. Add each drive to Carly and search all of them at once.
Claude Code reaches Outlook through MCP. Add every Microsoft account to Carly, register one server, and one session sees all of your calendars at once.
Claude Code reaches SharePoint through MCP, and every route holds one tenant. Connect all your accounts to Carly and search every site at once.
Claude Code stores one Slack token per server, so a second workspace overwrites the first. Add every workspace to Carly and reach all of them at once.