Bring your own AI agents into Word
You already built agents that draft and review in a way that works for you. Getting their work into Word is where it falls apart: you manually copy / paste into Word, and the formatting blows up. You spend 20 minutes fixing it. Then you copy / paste it back into your AI agent and start over again.
SquarePact brings your agents inside of Word, so they have direct access to formatting and edits.
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This is what an AI agent built natively for Word looks like.
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Most Word AI tools are a closed assistant. You get their prompt, their logic, their idea of a good redline, take it or leave it.
SquarePact is the opposite.
You can bring the agent you already built, and it runs against the open document with full structure, not a chat window guessing at content it can't see. Or, you can use the built-in SquarePact agent for capabilities you don’t want to recreate yourself. The choice is yours.
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Totally fine as well—SquarePact gives you optional access to our own AI agent which is built specifically for editing complex documents in Word. See examples of our agent at work by scrolling down on this page.
Use our agent or bring your own: it’s entirely up to you!
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Numbered lists reset. Styles disappear. Cross-references break. Anything that touches your document through a chat window is guessing at the content — it doesn't know the structure. SquarePact edits at the XML level, where Word actually lives. Formatting doesn't break because we never leave Word's native format.
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Grammar checks, summarization: these don't require expensive and slow LLMs. SquarePact uses deterministic code for mechanical work and reserves AI calls for the things that actually need them. The same checks cost cents, not dollars.
Or, you can write your own routines that don’t burn LLM credits at all. SquarePact allows you to call your own agents without leaving Word.
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Then use SquarePact and connect it to your own API keys and your own endpoints. You can route entirely to local or private models, so document content never leaves your infrastructure. Your data, your model, your rules.
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Other Word add-ins for contract AI (yes, even CoPilot) are general assistants with Word access bolted on. They fail because the Word environment is much more complex than they assumed. So their rushed add-ins end up breaking very frequently. Even when they do work, it’s because their brute-forced expensive AI models rather than efficient, built-for-Word optimized algorithms.
SquarePact was designed from the ground up as a Word add-in — agents that run inside your document, not alongside it. The difference shows immediately.
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Perfect! But if you use that AI workflow for editing Word documents, you’ve probably noticed that it doesn’t play well with preserving formatting. It doesn’t work alongside you inside of Word, while you’re working on the document.
SquarePact gives it that ability. It allows you to bring your own existing AI into Word. Or, if you prefer to use our agent inside of Word, that’s an option as well.
If you’re in an enterprise or government environment, it’s even easier. We can set up SquarePact to work entirely within your existing Azure setup (we find this works best for our government / municipality users).
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Who we are
Actualization AI, Inc. is a Tampa, FL-based company that spun out of the research of Professor John Licato’s Advancing Machine and Human Reasoning Lab at the University of South Florida. Dr. Licato’s AI research has been driven for 20 years by a simple motto:
AI should help people find and fix errors.
It should not introduce more errors.
It should not try to replace people.
Document editing is one area where AI can bring the most good. We’re not talking about AI that pretends to be a lawyer. Rather, AI that fights the quirks of document editors like Word so you can spend less time wrestling with table margins and more time thinking about document strategy.
You shouldn’t need to manually copy-paste text into ChatGPT, or fight Copilot's limitations, while watching your formatting get wrecked by an edit. The problem isn't that the best AI isn’t capable. It's that none of these tools were designed around how Word documents actually work.
Document Intelligence for a variety of uses. Learn more.
Contract Review
Review contracts from multiple perspectives to expose hidden risks.
Deep scans of your contracts helps you catch things even your lawyer might miss.
Proposal Writing
Make bid/no-bid decisions with confidence.
Pressure-test your proposals so they’re impossible to ignore. Anticipate what specific reviewer personas will say before you submit.
Government Procurement
(Buyers for Government)
Draft and edit contracts with ease from within Microsoft Word.
Breeze through compliance and legal hurdles.