FairFile vs a general AI assistant

Copilot will write you a confident warning letter. It will not tell you what it got wrong.

Q: Is it safe to paste employee details into a general AI assistant?

That is a question for your own data policy, and enterprise tiers of these tools do offer data-protection commitments. The narrower point is that a general chat thread is not an employee file: there is no retention rule, no audit trail, and no structure that ties the third write-up to the first two.

Q: What does FairFile do that a good prompt cannot?

Three things a prompt cannot: it maps every citation back to a verified state-law dataset server-side rather than trusting what the model wrote, it runs a deterministic risk check for protected leave, workers compensation, and retaliation timing before generating, and it keeps the case history so the next document knows about the previous one.

If you already pay for Microsoft 365 or ChatGPT, you already have something that drafts fluent HR letters. The honest question is not whether it can write one. It is whether you can tell, without checking every line yourself, that the one it wrote is right.

Write one free See the full comparison

Where a general assistant is stronger

Copilot and ChatGPT are better writers, and you already pay for them.

This is not a close call and it is not worth pretending otherwise. A frontier assistant writes better prose than any templated tool, handles any document type you ask for, rewrites in a different tone instantly, and sits inside software you already have. For a first draft of almost anything, it is genuinely excellent, and the marginal cost is zero.

If your write-up is low-stakes, if the employee is not in a protected category, and if you are going to have someone review it anyway, a good prompt in a tool you already own is a reasonable answer. We would rather say that plainly than pretend a documentation tool beats a frontier model at writing English.

Where FairFile wins

The difference is not the writing. It is what you can verify.

A general assistant produces a citation you have to go and check. FairFile produces one that was checked before it reached the page.

Citations that were checked, not asserted

FairFile maps every citation back to a verified state-law dataset on the server before the document renders. A reference the model invents is dropped rather than displayed. A general assistant has no such step: what it writes is what you read, and a plausible statute number looks exactly like a real one.

A risk check that stops you

Before generating, FairFile runs a deterministic check for recent protected leave, a workers compensation claim, a discrimination complaint, and discipline timed close to any of them. High-severity findings block the document until you acknowledge them. An assistant asked to write a warning letter writes the warning letter.

A file, not a chat thread

Every document for one employee links into a single case, so the termination memo knows about the warning from March. FairFile will tell you plainly when a termination has nothing documented before it, which is the most common reason one is hard to defend. A new chat starts from nothing, every time.

FairFile vs a general AI assistant, feature by feature

A fair, sourced comparison.

A general assistant wins on writing quality, breadth, and cost. FairFile wins on everything that makes a document hold up after the fact.

Feature	FairFile	Copilot / ChatGPT
Writes fluent, well-structured English	Match	Win
Costs nothing extra if you already subscribe	No	Win
Handles any document type, not just HR	No (out of scope)	Win
State statute verified server-side before display	Win	No
Refuses to show a citation it cannot verify	Win	No
Blocks generation on protected-activity risk	Win	No
Employee case history across documents	Win	No
Warns when a termination has nothing documented before it	Win	No
Vague-input check before you generate	Win	No
Audit trail you can export for the file	Win	No

Win: we do this, they don't Match: comparable capability Partial / unclear No / not applicable

FairFile

$59 / document

Or 99 dollars a month for unlimited documents on the Pro plan. Write one free, watermarked, before you decide. Attorney review from 149 dollars a case, only when risk-flagging fires.

Copilot / ChatGPT

Often already paid for

Microsoft 365 Copilot and ChatGPT paid tiers are per-seat subscriptions many companies already hold. For this job the real cost is not the subscription, it is the time spent verifying what it wrote.

This page compares FairFile to general-purpose AI assistants as a category, not to one vendor's specific plan, because the relevant difference is architectural rather than commercial. FairFile does not claim to write better prose than a frontier model, and does not claim these tools are unsafe or unsuitable for drafting. The claim is narrower and checkable: a general assistant does not verify its own citations, does not run a protected-activity check before writing, and does not keep an employee file.

FairFile is a drafting aid, not legal advice. It is a professional documentation tool, not a law firm, and its output is not legal advice. When risk-flagging detects a recent protected leave, a workers' compensation claim, a disability accommodation, or a discrimination complaint, it recommends attorney review before the letter issues. For anything outside routine, low-risk documentation, loop in real counsel.

Questions people ask

Copilot, ChatGPT, and FairFile: FAQ

Can ChatGPT or Copilot write an HR warning letter?

Yes, and the prose is usually good. The problem is not fluency, it is verification. A general assistant will produce a confident state-law reference that you have no way to check without looking it up yourself, and it has no record of what was documented for that employee before.

Why pay for FairFile when Copilot is already included in Microsoft 365?

Because the cost of a general assistant is not the subscription, it is the checking. FairFile shows the specific statute behind each clause as it writes, verified against a state-law dataset server-side, so the citation is something you can confirm rather than something you have to trust. It also refuses to quietly produce a termination memo when nothing is documented before it.

Is it safe to paste employee details into a general AI assistant?

That is a question for your own data policy, and the enterprise tiers of these tools do offer real data-protection commitments, so we are not going to tell you it is unsafe. The narrower point is that a chat thread is not an employee file: there is no retention rule, no audit trail, and nothing tying the third write-up to the first two.

What does FairFile do that a good prompt cannot?

Three things a prompt cannot do, because they happen outside the model. It maps every citation back to a verified state-law dataset on the server and drops anything it cannot match. It runs a deterministic risk check for protected leave, workers compensation, and retaliation timing before generating, and blocks on high-severity findings. And it keeps case history, so the next document knows about the last one.

So when should I just use Copilot?

When the stakes are low, the employee is not in a protected category, nothing serious is on the line, and someone is reviewing the result anyway. We would rather you use the tool you already pay for than buy something you do not need. FairFile earns its price on the documents that get read by somebody else later.

Write the same letter both ways and compare the citations.

That is the honest test, and it costs you nothing. Write one complete, state-cited document free and read every word before you decide anything.

Write one free

More honest comparisons: HR Acuity · SixFifty · Rocket Lawyer · Genie AI · free templates