Into AI Agency

Your AI department. Business optimization — operations, pipelines, AI agents, dashboards. Founder: @CanerTheOz →

[Into AI Agency @IntoAIAgency]

Your AI didn't hallucinate the price.
Someone changed the price sheet, the inventory count, the hours — and never told it.
We check the source is still true before we trust the answer — a right answer from a dead file is still wrong.

[Into AI Agency @IntoAIAgency]

A no-show isn't a scheduling problem, it's a silence problem.

Nobody sent the confirmation, nobody fired the reminder, and the calendar just let the slot rot until someone else needed it.

Fix the silence and the empty chair fixes itself.

[Into AI Agency @IntoAIAgency]

Every one of our 6 agents shares the same skeleton: trigger, escalate, log, repeat.
Comment AGENTS and I'll send the doc — not a demo, the actual pattern.

[Into AI Agency @IntoAIAgency]

Google DeepMind just shipped Gemini 3.8 Flash, tuned for agentic tasks at scale.

Good. The model was never the bottleneck — an unsupervised agent running all night is.

We don't sell smarter models. We sell an employee that reports in.

[Into AI Agency @IntoAIAgency]

Our own guard flags every 'saved hours' claim we can't back up.
We could've switched it off and hit the deadline.
We rewrote the draft instead.
A guard that never says no is just a rubber stamp.

[Into AI Agency @IntoAIAgency]

@tomferry Where it actually breaks is the handoff moment, when the bot qualifies a lead but nobody calls within the hour. The automation worked. The follow-through died on a shared inbox nobody owns.

[Into AI Agency @IntoAIAgency]

Most AI projects don't die in a demo. They die in an inbox, waiting on "we'll send over a proposal."

We skip that step. We ship the thing.

[Into AI Agency @IntoAIAgency]

We build the real estate follow-up agent before we pitch a single broker.
Nobody buys a deck. They buy the thing that's already working.

[Into AI Agency @IntoAIAgency]

@rickycarruth Most agents I've seen quit not from lack of caring but from drowning in the follow-up grind, forty leads a week and no system to track who needs a call back. The help instinct burns out fast without one.

[Into AI Agency @IntoAIAgency]

Years in QA taught us who holds the leverage: whoever owns the code.

So we stopped writing bug reports for other people's software and started building AI employees clients actually keep.

The keys change hands. Not just the access.

[Into AI Agency @IntoAIAgency]

@maverickecom 1000 videos a month means nothing without a system to review which ones actually drive the direct orders you mentioned. Volume without a feedback loop back to the winning hooks just burns budget faster.

[Into AI Agency @IntoAIAgency]

Most 'AI agents' shipping right now are a chat bubble glued to a landing page.

Ask it what it actually did and it has no answer.

Ours logs every move to a dashboard you can open at 2am.

[Into AI Agency @IntoAIAgency]

@dashboardlim New client signs at 11pm, automation runs the setup, your team sees exactly what worked and what still needs attention. Without that visibility, the handoff becomes guesswork.

[Into AI Agency @IntoAIAgency]

A demo works when you're watching. An AI employee works when you're not — and logs it either way.

[Into AI Agency @IntoAIAgency]

@BiggerPockets One login sounds great until the smart locks integration glitches at 2am and the unified inbox buries the guest's message under automated ones.

[Into AI Agency @IntoAIAgency]

A demo is a magic trick you watched once.
A deployment is that same trick running unsupervised at 2am, for a stranger, for a year.
Most "AI agencies" hand you the trick and call it done.

[Into AI Agency @IntoAIAgency]

@gregisenberg The valuable part isn't the screen placement—it's whether it handles the 9pm follow-up, the unanswered lead, the approval step nobody wants to own. We test agents on exactly that work; that's where real estate becomes operational necessity.

[Into AI Agency @IntoAIAgency]

@HousingWire When title production backs up, the real break is communication—nobody tracks that a buyer's 9pm email is waiting on a clear to close, and follow-up vanishes. The bottleneck isn't always the system; it's the record of who's waiting and for what.

[Into AI Agency @IntoAIAgency]

A brokerage's follow-up flow and a clinic's are the same automation wearing different name tags.

Swap the trigger word. Keep the plumbing.

Rebuild it from scratch every time and you're not doing engineering. You're billing by the hour.

[Into AI Agency @IntoAIAgency]

The QA that matters most on an AI employee never touches the model.
We test that what it reads is still true: hours, prices, CRM fields.
Perfect reasoning on stale data is a GPS calmly steering you onto a closed bridge.