- Seven ways to use AI as a second set of eyes: it makes nothing, it checks everything before anyone else sees it.
- Reviewing is the low-risk half of AI. A wrong suggestion costs you seconds. A missed error costs you real money.
- Most surprising: AI can tell you what a contract is missing, which no spell check has ever done.
- Before you commit to a plan, have AI make the strongest case against it. Cheaper than finding out in month three.
- The build item turns your personal checklist into a standing pre-send review for every outgoing document, so nothing ships unchecked.
Using AI as a second set of eyes means the AI writes nothing. You already did the work: the contract is on your screen, the quote is in your inbox, the deck is finished. AI's one job is to catch what you can't see, because nobody proofreads their own thinking well. You read what you meant, not what's there.
Almost every AI listicle points the other direction: make more stuff, faster. Reviewing is the half they skip, and it's the half with the better math. When AI drafts something badly, you lose the minute it took to read. When a bad clause or a broken formula slips through unreviewed, the bill is real. World Commerce & Contracting puts the cost of poor contracting practices at an average of 9% of annual revenue. That's not a typo tax. That's a nobody-looked-closely tax.
None of the seven ideas below has appeared in this column before, and each one ends with a way to start this afternoon.
1. Have AI Read the Contract Before You Sign It
Marisol, a freelance designer, almost signed a client agreement with net-90 payment terms and an exclusivity clause that renewed automatically, both buried past page six. She pasted the contract into an AI assistant on a Tuesday night and had both flagged before her tea went cold.
The trick is asking for the right output. A summary tells you what the contract says, which you could read yourself. What you want is the obligation map: everything the document commits you to, every deadline, everything that renews on its own, and the clauses a document like this would normally contain but doesn't. That last category, the missing things, is where AI review earns its keep. For high-stakes agreements, this is the step before a lawyer, not a replacement for one, and a contract review workflow can run the same obligation map on every agreement that crosses your desk.
Start today: Paste your next contract into an AI assistant with this prompt shape: "List every obligation this places on me, every deadline, anything that auto-renews, and anything you'd expect in a contract like this that's missing."
2. Ask How Your Message Could Be Misread Before You Hit Send
This one reverses the most tired AI use there is. Everyone tells you to let AI write your messages. Don't. Write it yourself, in your own voice, then hand it over with a harder question: how could this land wrong?
Tone problems are invisible to the person who wrote them, because you hear your own intent while you read. A reader gets only the words. AI reads like the reader.
Start today: Before sending your next sensitive message, ask: "Read this as the most stressed person on my team. What could be taken the wrong way, and what question does it leave unanswered?" Fix what it finds, keep your own wording.
3. Check a Contractor's Quote Line by Line
Quotes and invoices are built to be skimmed. A vague line item ("site prep"), a quantity that appears twice under two names, a charge with no unit attached: these survive because most people check the bottom number and nothing else.
AI doesn't skim. Give it the quote and the job description together and it will compare them item by item, both directions: what's charged that the scope never mentioned, and what the scope requires that no line covers. The second list is the one that turns into a surprise invoice later.
Start today: Next quote you receive, paste it with the message thread describing the work and ask: "Flag vague line items, possible duplicates, anything priced without a quantity, and anything the described job needs that isn't quoted."
4. Give Every Outgoing Deliverable a Pre-Send Review
Once you've caught a wrong client name in a proposal, you check every proposal forever. The problem is "forever" depends on you remembering, at 5:40pm, on the day you're most rushed. This is the item worth setting up once instead of performing daily.
Write down your personal never-again list: right client name throughout, prices match the current rate sheet, every link opens, dates are this year's, no placeholder text left in. Writing that list takes ten minutes and no AI at all. The AI part is the enforcement: a document workflow that checks every outgoing file against your list and reports what failed before the file leaves.
Start today: Write the checklist, five to ten lines, from your own past near-misses. Then hand it off, because a rule you have to remember isn't a rule, it's a hope.
Turn your never-again list into an agent that reviews every outgoing document before it ships.
5. Have AI Make the Case Against Your Own Plan
Before you commit to the new pricing, the office move, the tool migration, ask AI to argue the other side properly. Not "what are the risks," which gets you a polite bulleted shrug. Ask it to make the strongest case a smart skeptic would make, attacking your assumptions rather than your wording.
You'll dismiss most of it. The one point you can't dismiss is the reason this habit exists. Finding that point costs five minutes now or a quarter of cleanup later.
Start today: Take a decision you're 90% committed to and prompt: "Make the strongest case against this plan. Attack the assumptions, name what would have to be true for this to fail, and tell me which failure I'd notice last."
6. Recheck the Spreadsheet Before the Meeting Sees It
Darius runs ops for a small logistics firm and had presented the same margin spreadsheet for three quarters before anyone noticed a SUM range stopped one row short of the totals it claimed to include. Nobody caught it in the meeting. A quiet AI recheck the night before the fourth quarterly review did.
Formulas fail silently. A spreadsheet with a broken range looks exactly like a spreadsheet with a correct one, and the person who built it is the least likely to spot the difference.
Start today: Upload the file, or paste the data, and ask AI to recompute the totals independently and compare them against the stated ones, then flag any formula whose range doesn't cover the rows around it. Do it before the numbers go anywhere important.
7. Find What a Screen Reader Would Catch on Your Website
Here's a second set of eyes most businesses have never once pointed at their own site: the eyes of someone who can't see it. WebAIM's annual survey of the top million home pages keeps finding detectable accessibility failures on more than 94% of them. Missing image descriptions, unlabeled buttons, link text that just says "click here": all invisible to the person who built the page, all blocking real customers.
The first pass here isn't AI at all, and that's worth saying plainly. WebAIM's free WAVE scanner finds the mechanical failures in seconds. AI's job is the second half: paste the results and your page content in, and it translates the audit into plain-language fixes, including better alt text and clearer link wording, so you fix problems instead of reading about them. The standard behind all of it is WCAG, the W3C's accessibility guidelines, and you don't need to memorize a word of it to act on the report.
Start today: Run your home page through WAVE at wave.webaim.org, then hand the findings to an AI assistant: "Explain each failure in plain language and write the fix for the three that block customers most."
Pick One
Not all seven. One. Pick whichever made you wince because you knew there's an unchecked version of it sitting in your world right now, and run the check this week.
Sunday, All Things Agentic reports what changed. Wednesday, The Loop builds one workflow end to end. This column hands you the ideas in between, and the agent workflow directory is where a habit you like goes to become permanent.
Make the second look automatic
If the pre-send review is the one you picked, describe your checklist to BYOBot and it becomes an agent you own, one that reads every outgoing document so you don't have to remember to.
Frequently Asked Questions
- No. For anything high-stakes, a signed lease, an employment agreement, a deal worth real money, AI review is the step before the lawyer, not instead of one. It catches the obvious problems cheaply so the expensive hour goes toward the hard questions. An automated contract review workflow makes that first pass consistent instead of occasional.
- Any of the major AI assistants handles every idea on this list. The habit matters far more than the tool: paste the thing, ask what's wrong with it, and do it before it goes out rather than after. When a habit sticks, automating the repetitive version is the upgrade.
- Check the tool's data retention settings first. Most major assistants offer a setting or plan where your inputs aren't used for training. For sensitive documents, use that mode, and swap out names and account numbers before pasting when you can.
- Spell check reads letters. A second set of eyes reads meaning: what a contract obligates you to do, whether a total adds up, how a sentence lands with a stressed reader, and what's missing entirely. Missing things is the category no proofreader tool has ever covered.
