AI consulting · Custom-built per business

AI that knows how your business actually runs.

We study the shape of your operation, then build the systems that belong inside it. Not software you adapt to, software that arrives already fluent in your work.

Portal · Henderson Legal
Live v2.14 Deployed 26.04
Hours reclaimedwk
8.4hrs
Drafts completedmo
142
Templates trainedtotal
27
Closeout letterdrafted for Whitaker v. State · pulling prior language from 14 matters
just now
Working across
Legal practices Financial services Healthcare operations Real estate Professional services Logistics & supply Media & agencies
The approach

Generic AI knows everything. And nothing about you.

The market sells you features. We build the one system that knows your operation — your stack, your language, your way of working.

Off-the-shelf AI
A blank page.
Every morning starts at zero. Context is rebuilt from prompts. Output is generic by default.
Vertical SaaS add-ons
A feature for everyone.
Tacked onto software you already pay for. Every customer gets the same capability, tuned for no one.
Suture AI
A system for you.
One portal, built against your stack. Trained on your records, your templates, your voice — so it's fluent on day one.
The method

Four stages. Each one tightens the fit.

We never open with a product. Every build is preceded by study — of your week, your systems, your language. By the time we write code, the specification writes itself.

01Discovery conversation
02Scope & proposal
03Build & integrate
04Live refinement
Stage 01
The conversation.
30 min

We ask one question: where does your week go? You describe friction in precise detail. We listen for the shape of work only your business does.

[ask]Where does the time actually go?
[listen]You describe the patterns.
[note]We map the opportunities.
Stage 02
The scope.
48 hrs

Friction becomes a defined tool set with a clear scope, timeline, and price. Nothing moves forward until we both sign.

Proposed build
4 tools
Timeline
6 weeks
Integration
Existing stack
Investment
Scoped
Stage 03
The fit.
4–8 wks

Built against your templates, your systems, your writing. Tested on real work — not in a sandbox. Every feature reviewed before it ships.

[ingest]Your documents, your templates, your voice.
[wire]Direct integration with your stack.
[tune]Every output checked.
Stage 04
The refinement.
Ongoing

The system runs on real work. We check in weekly. New capability arrives as your business asks for it — the portal grows with you.

[week 1]Calibration review.
[month 1]New capability scoped.
[month 3]The system knows you better.
What gets built

Evidence, not inventory.

A sample of patterns from live portals. Your build won't look like this list, it will look like your business.

Featured pattern

Systems that draft in your voice from the first sentence.

Trained on thousands of your own records. The first draft is already 90% finished — because the system already knows how you write.

Operations

Email that triages itself.

URGENT
REPLY
ARCHIVE

Drafts and prioritizes from inside the inbox you already use. Context is pulled automatically.

Documents

Packages that assemble themselves.

Records, letters, attachments — compiled from your library into a ready-to-send package.

Intelligence

Natural-language access to your own history.

Show me all closed matters…

Ask one question of every document you've produced. Find the answer in one sentence.

Workflow

Automations that close the loop.

When a matter closes in your system, the letter writes itself. You review. You send.

Case study · 01 · Legal

A criminal defense attorney in San Diego who scoped his own build.

8hrs
Weekly admin time reclaimed across drafting and document automation
5
Tools scoped from a single discovery conversation
0
Off-the-shelf components. Every piece built for this practice.

We didn't open with a pitch. We asked one question: where does your week go?

What followed was a precise conversation about the drag eating his practice. Near-identical status emails. Page-by-page discovery review. Mitigation packages rebuilt from scratch though the structure never changed.

He had tried ChatGPT. The problem wasn't the AI — it was that the AI didn't know anything about his practice. Every session started at zero.

We scoped five tools from that single call. All integrated into his existing case management. Every feature built because he described the problem.

Start here

Find your path.

A 30-minute discovery call to understand your current position and map the path forward. No commitment required.

01 Current state assessment
02 Opportunity mapping
03 Proposed approach
Create your own portal
Enzo Weiss eweiss5244@sdsu.edu
Nick Karhan nkarhan0403@sdsu.edu
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