Questions I get
So is a machine writing our documents?+
The pipeline does the assembly: it reads the intake, pulls the rate sheet, fills the template, and checks the math. I wrote these documents by hand for twenty years, and I still read every one against the source before it ships. Nothing goes out without my sign-off, and you judge the result on your first document, which is free.
Where does our data go?+
To my servers and nowhere else. The models are sandboxed, privately hosted LLMs under my control, so your documents never touch a public AI service and don't train anyone else's model. No other client can see them, and the NDA comes first.
Do we have to install anything or change how the engineers send work?+
No. The pipeline runs entirely on email and your client's own Word template. It can also read KMZ files, plan sets, and photos when your projects include them. Your engineers keep emailing the way they already do; you forward it.
Our client has a picky template and a rate sheet that changes. Can you hold that?+
Holding that is most of the job. The pipeline carries each client's template and current rate structure, and it survived a full template revision and multiple rate-sheet changes at the firm it was built inside. If you're carrying several utility clients at once, that's the situation this was built for.
What can you do before you've trained on our documents?+
More than you'd expect, because your first project already carries what matters most: the engineer's email holds the scope, your client's template holds the format, and the rate sheet holds the pricing. What an untrained pipeline lacks is your firm's phrasing and edge-case habits, so on early documents anything ambiguous comes back to you as a question instead of a guess, and I carry the gap by hand until onboarding closes it.
For a full RFP, the compliance matrix and outline come from the solicitation itself the same day; your win story comes from a short call and a five-item document list.
Will you sign an NDA before seeing our documents?+
Yes, and I expect to. Everything runs under confidentiality as standard; that's why the case study on this site is anonymized.
What happens if you get hit by a bus?+
You keep operating. Your templates, rate sheets, and every document produced live in your own systems, and there's nothing installed to break. The full continuity plan is on the process page.