cstm.ai · Custom AI hardware, software & developmentVendor-neutral · Quote onlyBuilt to spec
IND-06 · PROcstmAI™ · Custom AI for · Professional Services

Custom AI for professional services firms.

Consulting, accounting, engineering and agency firms sell what their people know. We build tools that make the firm's past work findable and reusable, from proposals to deliverables, without sending client files outside the firm.

Fig. 01 · Machine shop interior, Paterson, NJca. 1890

Every firm has the same problem: the best example of past work exists, nobody can find it, and client agreements limit where it can go. Search and drafting tools on your own hardware solve both.

We usually start with knowledge search across past deliverables and proposals, then add drafting tools that assemble first drafts from approved material, always citing the sources.

Typical projectIND-06 · PRO
Typical dataProposals, deliverables, workpapers, research, engagement records
Common systemsDocument management, PSA or ERP, CRM, file shares
HardwarecstmAI Desk for a practice; Rack firm-wide
Rules in playClient confidentiality terms, independence and records rules
Common firm builds

The firm's best work, reused on purpose.

01IND-06

Proposal drafting

First drafts assembled from past winning proposals and approved boilerplate.

02IND-06

Knowledge search

Past deliverables and methods answerable by plain question.

03IND-06

Research assistant

Cited summaries across your research library.

04IND-06

Workpaper review

Checks against your standards, with exceptions flagged.

05IND-06

Engagement summaries

Meetings and engagement history condensed for the next team.

06IND-06

Expertise finder

Who has done this before, based on the work itself.

Wide view down a factory aisle with an overhead crane rail, worker reading a clipboard beside rows of machine tools
Reel 02 · Overhead crane above the shop floor, Paterson, NJ1994
How it's delivered

Four steps, each one signed off.

01

Discovery

Two weeks: pick the workflow, audit the data, size the hardware, write the evaluation set.

02

Build

A fixed-scope build against that evaluation set, reviewed every week with your team.

03

Burn-in & install

Hardware tested on our bench, then installed and connected on your site.

04

Operate

Your team runs it with our runbooks, or we run it for you.

FAQ

Questions we hear first.

Can client restrictions be enforced?

Yes. Permissions from your document system and client-matter tags can limit what each person's search can see, and we test those rules before launch.

Will it write proposals for us?

It drafts from your approved past material and cites it. Your people edit and own the result.

How much hardware do we need?

A practice group often starts on a cstmAI Desk; firm-wide use usually needs a Rack.

Get a quote

Spec your system.

Tell us the models you want to run, how many people will use them and where the hardware should live. An engineer replies with a first configuration and the questions that decide the quote.

Form CSTM-Q · Quote only