For architecture practices

This is not a course.

Studio Standards is AI that drafts your firm's documents — proposals, minutes, RFIs, zoning — from your own past work, inside the email and files you already use. Built and installed by an architect. Nothing generic. You review and send.

For
Architecture practices, 6–25 people
Start
One day on site, $2,500
Build
Two weeks
After
From $600/month

© 2026 · Peter Sepassi, RA · New Yorkpeter@petersepassi.com

A decade leading architecture at Bjarke Ingels Group · Shigeru Ban Google Caribbean · Toyota Woven City · Mars Dune Alpha for NASA · El Cosmico · IQON · Oakland A’s Ballpark · The Orb · CODEX · NABR · Wolf Ranch · FORMGIVING

Where the week goes

Every practice hits the same three walls.

01

The proposal that took two days.

Four sittings, three rewrites of the scope, and the fee table rebuilt from a past job you had to go and find. The work was an hour. The rest was archaeology.

02

The fee you guessed at.

Your rates exist. They're in your head, in an old spreadsheet, in the last proposal anyone can put their hands on. Nobody in the office prices the same job the same way twice.

03

The minutes nobody wrote.

The meeting where the owner changed the tile spec and everyone remembers it differently. No record, no owner, no date — and it surfaces eight months later as a change order.

Each of these now drafts itself from your past work.

Fee proposal

biagio bureau, llc
New York, NY
studio@biagiobureau.com

Proposal for Architectural Services

Brooklyn, NY  ·  14 October 2026

Project Overview

Scope of Work

1.
2.
3.
4.

Estimated Hours and Fees

TaskHoursTotal Concept Design20$3,500 Schematic Design20$3,500 Design Development40$7,000 Construction Documents40$7,000
Total Estimated Cost$21,000

Deposit and Payment

Assumptions and Exclusions

biagio bureau, llc
New York, NY
studio@biagiobureau.com

Meeting Minutes — Job Meeting No. 4

14 October 2026  ·  10:00–10:47  ·  Site

Attendees

J. Mercer — OwnerJM M. Reed — Reed ConstructionMR P. Sepassi — ArchitectPS

Old Business

1.1
1.2

Action Items

ItemOwnerDue 3.1 Confirm tile selectionJM14 Oct 3.2 Reissue A-301, revised headPS18 Oct 3.3 Price alternate glazingMR[confirm]

Decisions

4.1
4.2

Next Meeting

biagio bureau, llc
New York, NY
studio@biagiobureau.com

RFI Response No. 042

Canopy anchorage  ·  Reed Construction  ·  14 Oct 2026

Question as Received

Response

Refer to A-301, detail 416″ o.c. Specification section05 50 00

Response (cont.)

No change to Contract Sum or Contract Time

Log Entry

No.ReceivedClosed RFI-04211 Oct14 Oct RFI-04106 Oct09 Oct

Issued By

biagio bureau, llc
New York, NY
studio@biagiobureau.com

Zoning & Code Analysis

418 Sackett St, Brooklyn  ·  14 October 2026

Site and Property

Zoning Summary

ControlPermittedCitation DistrictR6BZR §22-11 FAR3.44ZR §23-145 Lot coverage60%ZR §23-153 Height50 ftZR §23-631

Buildable Envelope

Lot 2,500 sf × FAR 3.448,600 sf Less setbacks and egress−1,450 sf
Realistically achievable7,150 sf

Open Items

Qualification

Fee proposal  ·  structure, phase splits and exclusions from the firm's own past work

How it works

An email comes in. A finished draft goes back — unsent.

It runs inside Claude, Anthropic's app, as a set of skills — two-page instructions Claude follows, each written for your office from your own documents. Nothing here is generic; every input is yours.

It reads your inbox, so nothing needs forwarding — "the RFP from Juan Suarez" is enough. It drafts from your own material, saves the file where that project's files already live, and leaves a reply sitting in your drafts with the document attached. You read it and press send.

Every document type works this way. Four shown here; the full list is further down.

Four of eighteen — each reads a different part of your material.

01An email arrives

Outlook · Inbox

Juan Suarez
Re: 17 Woodland Road
"…attached is the RFP, we'd need drawings for the hearing…"RFP_Woodland.pdf

02Claude reads your material

30 past proposals
Fee schedule & phase splits
Standard exclusions
Word template & letterhead
How your office writes
Billing & deposit terms

03Studio Standards skill

The proposal skill

Two pages · plain English · no code

Establish five facts before drafting.
Read the closest past proposal.
Follow this structure, in this order.
Price from the fee schedule and nowhere else.
Always include the exclusions.
Flag every judgment call made.
Never send.

04Back into your email

Outlook · Drafts

To: Juan Suarez
Re: 17 Woodland Road
"Juan — proposal attached. Fee is $21,000 across four phases; the exclusions on page 2 are worth a read…"250922_Proposal.pdf
Not sent — waiting for you

Proposal for Architectural Services

Concept Design$3,500 Schematic Design$3,500 Design Development$7,000 Construction Documents$7,000 Total Estimated Cost$21,000

OneDrive · saved

Projects /
250922_WOODLAND /
250922_Proposal.pdf
Connects to OutlookGmail SharePointOneDrive Google DriveTeams

Give the same request to a general-purpose assistant and you get a proposal for a generic architecture firm. Forty minutes later you've made it yours, and you'll do that again next time — because it doesn't know your rates and never will. The difference isn't the model. It's the thirty proposals underneath it.

What it writes

Everything your office writes more than once.

Five documents are built from your own past work — the part nobody else can do. Alongside them, a library of ready-made tools is installed on day one, adapted to your formats where it helps.

Built from your material — five of these, chosen in the audit

  • Fee proposals & scope letters
  • Meeting minutes & action logs
  • RFI responses
  • Submittal reviews
  • Transmittals
  • Field reports
  • Change order recommendations
  • Zoning & code first-pass
  • Client update letters
  • Design narratives
  • Project descriptions
  • RFQ and SOQ responses
  • Specification sections
  • Award & competition submissions
  • Punch lists & closeout
  • Fee & staffing projections
  • Existing conditions reports
  • Client outreach & follow-up

Installed alongside — working on day one

  • Property due diligence — landmarks, permits, violations, deeds NYC
  • Zoning analysis from city data — FAR, height, setbacks, uses NYC
  • 3D buildable envelope viewer NYC
  • Variance and special-permit history NYC
  • Site environmental analysis — climate, sun, flood, seismic, soil
  • Transit, walking and cycling access
  • Demographics and market context
  • Neighbourhood history and character
  • Code occupant-load calculator
  • CSI specification writing
  • Embodied-carbon and EPD comparison
  • Presentation deck generation
  • Image processing for deliverables

Items marked NYC read live city data and are New York only today. The rest work anywhere. Some of the ready-made tools are open-source components I install and maintain rather than write; which is which is listed in your handover.

Pricing

Start with a day. Build in two weeks. Keep it running.

Setup + Studio AI Audit

One day, on site

$2,500

Morning: Claude connected and working in your office, your team shown how to use it. Afternoon: we map where your document hours actually go. Then a written roadmap of what's worth automating — and what isn't. This is what decides which five documents get built.

Studio Standards Build

Two weeks

$8,500 – 15,000

Five documents built from your own past work, chosen in the audit — plus the ready-made library installed and adapted to your formats. A written firm playbook covering prompting standards, file conventions and confidentiality. A recorded team training. Thirty days of support.

Care

Monthly, cancel anytime

$600 /month

Your reference material kept current, the system kept working as the platform shifts, new staff onboarded, monthly office hours. New skills $2,500 each — or one a quarter included at $1,500/month.

The setup day credits against the Build. You keep your own Claude subscription.

Before you apply

Asked on every first call.

The answers are the same ones I give on the phone. If yours isn't here, put it in the form.

Isn't this just what Claude does out of the box now?

Use the built-in workflows — they're good, and they come with your subscription. They're also generic: invoice chasing, lead triage, month-end close. None of them has read your fee schedule or knows what your exclusions list says. What you're paying for is what it learns from: years of your own proposals, minutes, RFIs and zoning reports — and the judgment about which of your work shouldn't be automated at all.

We don't do construction administration. Or zoning.

Then you don't get those skills. Five documents are built from your material, and the audit picks them. The library I've already built is a head start, not the offer — a residential practice usually ends up with a different five than a commercial one.

Our client information is confidential.

It should be, and that's why the confidentiality clause is in the engagement letter rather than on this page. Your material goes into a private build used only for your practice — never reused for another firm, never used to train anything, deleted on request. Ask for the clause before the call and I'll send it.

What won't it do?

Design. It drafts the documents around architecture, not the architecture. It doesn't make professional determinations — structural, life-safety, code and zoning conclusions stay yours; it cites, it doesn't decide. And it never sends anything: every output is a draft waiting for your review. Rhino, Revit and the rest of the desktop software are a separate conversation, after the paperwork rather than instead of it.

What happens when it gets something wrong?

It will. Everything it produces is a draft, and you review it the way you'd review a draft from a junior. The zoning skill cites every number so you can check it. The RFI skill refuses to answer an RFI that's really a change request. I'd rather show you what it won't do.

Does anyone here need to be technical?

No. It runs inside Claude's desktop app, installs with a button, and you use it by asking for a document the way you'd ask a colleague. The playbook and the recorded training are written for the person who joins next year, not for whoever sat in the room.

How does it know which project?

It establishes the project before it writes — from the email thread, or by asking — and saves into that project's folder, named by your own convention. Both are learned in the Build from how your files already sit. If it can't find the folder it asks; it never guesses. For minutes it reads the last set in that project first, so numbering continues, old business carries forward and the attendee list starts from last time.

Can we change a skill ourselves?

The material, yes, any time — the fee schedule, the templates, the exclusions list all live in your own drive, never inside the plugin. Change the file and the next document uses it. The instructions themselves are versioned: send me what you want different and it comes back as an update everyone in the office pulls, so the whole practice stays on one version rather than three.

What if something changes?

Things will — your rates, a template, the platform underneath. None of it looks like a fault: a stale fee schedule quotes last year's rates without erroring. Care exists for exactly this. Your reference material is reviewed, the system is kept working as the platform shifts, and there's a monthly session for whatever came up.

What if I hire someone new?

The playbook and the recorded training are written for the person who joins next year, not for whoever sat in the room. On Care, new staff are onboarded as part of the retainer — the quiet failure of these systems is the new hire who was never shown it and stopped using it, and that's the one thing I'm watching for.

How much of our time does this take?

The setup day is one day, on site, with whoever will use it. The Build is two weeks of my time, not yours — I need past proposals, minutes and your templates, and about three hours of you across the two weeks.

Can you just send us a template?

It works the other way round: everything is built from the documents you already have, so the output looks like yours, not mine. If a template for something doesn't exist yet, we create one that matches the design standards in the rest of your documents.

What does it cost beyond your fee?

Your Claude subscription, which you buy directly from Anthropic. Nothing else — no per-seat fee from me, no platform of my own that you'd be locked into.

Still have one? Put it in the form — the answer will be about your practice, not in general.

El Cosmico, Marfa, Texas — 3D-printed hotel and campground.

El Cosmico · Marfa, Texas · 96,700 sq ft · project lead at Bjarke Ingels Group, with ICON

Who is proposing this

An architect who got tired of losing his evenings to proposals.

IQON Residences, Quito.

IQON Residences · Quito · 390,000 sq ft · completed 2022 · at BIG

A House in Venice, California.

A House in Venice · California · biagio bureau

Peter Sepassi, RA — registered in New York and six other states, AIA. A decade leading architecture at studios like Bjarke Ingels Group and Shigeru Ban — Google Caribbean, Toyota Woven City, Mars Dune Alpha for NASA, El Cosmico, IQON, the Oakland A’s Ballpark, The Orb, CODEX, NABR, Wolf Ranch, FORMGIVING.

I run biagio bureau, a small practice in New York. I know what a submittal stamp says, why the exclusions list matters, and what an RFI that's really a change order looks like — which is the part a software company can't hire for.

Everything I install in your office is something I use in mine.

Where this is

It runs in my own practice, and I'm installing it in other studios now.

The fastest way to judge it isn't to read more. Send me an RFP you haven't answered and watch what comes back.

Apply

Send me something you've been putting off.

I take on two practices at a time. Tell me about yours, and bring a real document — an RFP you haven't answered is ideal. If it isn't obviously useful in the first five minutes of the call, I'll say so.

Or write directly: peter@petersepassi.com

Size of the practice
Where your files and email live

Nothing you write here is shared. I reply within two working days.