You didn't open a studio to live in spreadsheets. Interior Assist is an AI studio
coordinator that drafts your questionnaires, sources your product, runs your timeline,
and writes your follow-ups — so you can spend your hours where they belong: on design.
Lives On your desktop, with your files where you can see them
Okafor Studio · Interior Assist
Projects /Greene St Loft
Greene St Loft
DiscoveryAvery & Jordan · SohoBudget $250k
OverviewQuestionnaireFF&ETimelineActivity
Brief
Full-floor pre-war loft in Soho. Young couple, first home together.
Warm modern with travel-collected pieces. Kickoff in 3 weeks. Move-in by next spring.
Every great studio is fighting the same fight.
Your taste is sharp. Your work is beautiful. And every week, more of your hours disappear into the seams between fifteen tools that don't talk to each other.
Right now
You are the integration layer.
Your CRM doesn't know about your procurement tracker.
Your procurement tracker doesn't know about your install date.
Your install date lives in a calendar your client can't see.
Every follow-up, approval, and status check has to go through you.
You're the most expensive copy-paste operator in your studio.
With Interior Assist
Your studio runs on one graph.
Intake, design, sourcing, install, and invoicing share the same project context.
An agent drafts your client emails, vendor outreach, proposals, and invoices.
FF&E, purchase orders, budgets, and timeline stay in sync without your help.
Nothing leaves your studio without you reviewing exactly what's being sent.
You stop being the bottleneck. The studio runs at the size of your ambition.
The plan
Four steps. The same loop, every project.
You already do this work — intake, draft, approve, follow up. Interior Assist runs the
same loop with you, only faster. Here's how it looks for a real loft project Maya is
kicking off this week.
01
You talk3:38 PM
Start a project in a sentence.
Brooklyn loft remodel for a young couple. Warm modern with travel pieces.
$250k. Kickoff in 3 weeks.
Got it. I'll set up Greene St Loft in Discovery with six rooms and tag Avery & Jordan as the clients.
→ Your project is set up. Rooms, phase, client, budget, timeline — done.
02
It drafts3:41 PM
A first draft you'd actually send.
Lifestyle How do you actually use your living space — read, host, work, both?
Aesthetics Pieces from your travels — anything you'd build a room around?
Budget Where would you stretch first — kitchen, primary, art?
Timeline Hard dates around the move-in we should plan against?
+ 8 more across stakeholders and logistics
→ Edit any line. Your voice. Your client. Your call.
→ Sent. Logged. You see exactly what went out, to whom, when.
04
It anticipates3:42 PM
It already knows what's next.
Avery travels through May — I'll draft the discovery call invite the moment they respond.
Want me to pull comparable Soho lofts as visual reference in the meantime?
→ Your next move is teed up. You decide if it happens.
What you get
Every part of your studio, finally in one place.
Six surfaces, one project context, the same agent working across all of them.
01
Win more of the right work.
Track your lead funnel, keep your business profiles current, and let the agent write your
blog, newsletter, and social posts in your voice — so the leads come in while you're
designing.
Lead funnel: impressions → booked
Cross-platform content, your voice
Nurture sequences you approve
02
Onboard clients without the dread.
Discovery questionnaires, agreements, proposals, and meeting recaps drafted from project
context — ready for you to review on the day you'd usually still be writing them.
Tailored discovery questionnaires
Agreements & proposals from real project data
Branded client dashboard per project
03
Hit the install date — every time.
A timeline you can actually read: phases as swimlanes, milestones as diamonds, team
load right next to the work. The agent flags risks weeks before they surprise you.
Phases, milestones, dependencies in one view
Schedule-risk alerts with proposed fixes
"Push concept by a week" — see the impact instantly
04
Send deliverables you're proud of.
Mood boards, FF&E specs, and client presentations that stream into shape as the agent
composes them. Every document filed, annotated, and ready when your client asks.
FF&E with Approved · Draft · Alternative · Cut
Presentations that build slide by slide
Auto-organized project library
05
Source like a buyer, not a researcher.
Clip from any vendor site, compare options across cost, lead time, and availability, and
let the agent recommend the right pick — then bundle approved items into purchase orders
by vendor.
Quote requests and side-by-side comparison
POs: draft · issued · open · in-transit · delivered
Lead-time risk checked against your install
06
Invoice on time. Get paid on time.
Invoices drafted from tracked work and approved products, published straight to your
client dashboard. Budgets, samples, and reusable product knowledge stay in one place.
Invoices in your client's dashboard
Samples: reserved · delivered · returned
Accounting integrations (Phase 2)
Specification
Your spec sheet, with a buyer working alongside you.
Every furniture, fixture, and equipment candidate in one place — from first sourcing to
final spec or cut. The agent finds candidates, fetches trade pricing, and flags lead-time
conflicts before they cost you the install date. You stay in the chair.
You decide Approved · Draft · Alternative · Cut
You compare Summary view, or Financial with unit price and subtotal
You shortcut Source more · Find alternative · Quote · Add from URL or library
It flows everywhere Purchase orders, budgets, timeline, client dashboard
Lead-time risk. SO01 (14 wk) conflicts with install · April 12. Find alternative?Resolve
Project timeline
See the install date before it's a problem.
The whole engagement on one horizontal view — phases as colored lanes, milestones as
diamonds, today as a line. When a vendor lead time slips, you see it weeks before it
would have ambushed you on a Sunday night.
Re-plan with the agent Say "push concept by a week" and see the impact on every dependent phase.
Catch risk early Vendor lead times, contractor availability, and approval bottlenecks surface inline.
Two views, not one Timeline is delivery. FF&E is specification. Both stay in sync.
Greene St Loft · 22 weeksMar — Aug
W1W3W5W7W9W11W13W15W17W19W21
Discovery
Schematic
Design Dev
Procurement
Install
Maya
Senior · Dani
Procurement · Sam
Built for designers
It speaks your language. Not Silicon Valley's.
Generic AI tools call them "items" and "tasks." Your trades, vendors, and clients use a
different vocabulary. So do we.
FF&E
Furniture, Fixtures & Equipment — not "items"
Schedule
Specification document, distinct from project timeline
Approved · Draft · Alternative · Cut
FF&E lifecycle, not generic statuses
Discovery · SD · DD · Install
Phases the way the industry plans them
Mood board · Concept board · Pinboard
Each with its own purpose, not all "decks"
Trade pricing · Lead time
First-class data on every product, not afterthoughts
Install · Reveal · Styling day
Milestones with the right names
Principal · Procurement Lead · Junior
Roles that map to how studios are actually staffed
How it's built
An assistant. Not an autopilot.
You stay in control of every word that leaves your studio. The agent quietly handles
the work that shouldn't have been on your desk in the first place. Your files stay where
you can see them. Every move is logged.
Your files stay your files.
Per-project folders for documents, presentations, drawings, and contracts — readable on disk, agent-annotated in the app, never trapped in a black box.
You approve. Always.
Client emails, vendor orders, agreements, invoices — all drafted by the agent, sent only by you. Every approval shows you exactly what will go out.
You can see every move.
Beta and production isolated end-to-end on AWS. Every agent tool call, suggestion, and approval written to a project audit log you can read.
It meets you where you work.
One agent, many surfaces — desktop, chat, command bar, email assistant, client portal. Same intelligence, wherever the work finds you.
Pricing
Pricing announced at general availability.
We're onboarding a small private-beta cohort right now with white-glove support — no
credit card, no obligation. Final pricing for the Solo, Studio, and Firm plans will be
announced when general availability opens.
Beta participation is governed by our Terms of Service
and Privacy Policy.
Plans, seat counts, and entitlements may change before general availability.
FAQ
The questions designers ask us first.
How is this different from Programa, Houzz Pro, Mydoma, or Studio Designer?
Those products are tools — a schedule view, a procurement tracker, a CRM. Interior Assist is
an agentic operating system: the same project graph spans growth, operations, documentation,
procurement, and finance, and an AI agent actively works inside it. We borrow the best of
Programa's product surface (schedules, POs, client dashboard) and make every surface agent-first.
Will the agent ever send something to my client without me approving it?
No. Any external communication, commercial commitment, or sensitive change is drafted by the
agent and held for your approval. Approval modals always preview exactly what will be sent,
to whom, and why.
Where does my studio's data live?
Files feel desktop-native and are organized in a human-readable structure on your machine.
Cloud sync, sharing, and collaboration are powered by AWS, with beta and production isolated
end-to-end. Subscription, seats, and entitlements gate access; lapsed plans follow a defined
read-only and grace-period policy.
Which interfaces will Interior Assist support?
The first release is desktop-native with cloud sync, an embedded agent panel, a ⌘K command bar,
structured dashboards, and a client portal. The same headless agent core powers email
assistant, social publishing, vendor workflows, and an API as we expand.
Can the agent actually source product, or just describe how?
It compares sourcing options across vendors by cost, lead time, and availability; drafts
quote requests and outreach; bundles approved FF&E into purchase orders by vendor; and
flags lead-time risk against your install date. You approve before any vendor is contacted.
What's in the MVP versus later?
MVP covers the loop end-to-end: projects, clients, FF&E, mood boards & presentations,
procurement & POs, client dashboard, basic invoicing, schedule-risk alerts, and the agent
across all of it. Phase 2 adds lead generation, PR workflows, cross-platform publishing,
inventory, vendor portals, deeper finance integrations, and mobile.
Two paths
Picture your next twelve months — two ways.
Without a studio agent
Another quarter of holding it all together.
Sunday nights writing questionnaires that should have gone out Tuesday.
Procurement spreadsheets nobody else can read.
An install date that surprises you because a sofa lead time slipped in week eight.
Leads that go cold while you're heads-down on a deliverable.
A studio that runs at the size of your headspace — and shrinks when you take a week off.
With Interior Assist as your guide
A studio that runs at the size of your ambition.
Discovery questionnaires out on day one. Meeting recaps ready by the time you sit down.
Sourcing options on the table before you have to ask.
Install dates you trust — because risk surfaces weeks ahead, with a fix proposed.
Leads nurtured in your voice while you're designing.
A studio that scales because the work that doesn't need you, doesn't need you.
Request beta access
Run your next project with a studio agent at your side.
We're onboarding boutique residential and commercial studios through 2026. Tell us a
little about your studio and we'll be in touch within two business days. No credit card,
no obligation — just a conversation about what you're tired of doing.