The AI commission studio

Stop drafting proposals inChatGPT at midnight.

Ironminder is the AI commission studio for independent metal sculptors. It fields briefs against your own portfolio, drafts feasibility notes + ballpark quotes, books the studio visit, chases the deposit, and queues finished pieces to every channel you actually sell on — from one posting schedule.

Channels
5 live
Time to send
< 90s
Portfolio
Yours only
New brief · kiln-cast bronze series
Inbox
Thea R. · wants a wall-hung 36" bronze poppy cluster, oxides on the back face, gift for mother-in-law, ship by Oct 14.

Portfolio match

3 nearest works· “Cinder poppy” (2024) · “Honeycomb triptych” (2023) · “Char wall IV” (2022)

Material

Bronze · 22 lb pour

Ballpark

$4,400 – $5,200

Hours

48 ± 6

Feasibility

In range

Wax lost
Patina ok
Wall mount
Rush ok + $600

Why now

The workshop is the business. The studio software hasn’t caught up.

Most solo metal artists stitch together ChatGPT for proposal drafts and Mailchimp for outreach— or pay for general-purpose agent builders like Algolia Agent Studio, Genesys Cloud AI Studio and Automation Anywhere that ignore the niche entirely.

Ironminder folds the inbound-to-gallery workflow into a single vertical tool shaped around the realities of a working workshop: kiln schedules, oxide palettes, deposit chasing, and the fragmented channels where sculptors actually sell.

Bespoke-only, by design
No marketplaces we don’t trust
Your portfolio, your terms

The workflow

One agent. Brief to gallery post.

Ironminder is built around what already happens in your shop, not a SaaS pipeline you have to wire yourself. Five steps, one approval surface, one posting queue.

  1. Step 01

    Fields the brief, around the clock

    A commission inquiry lands at 11pm mid-quench. Ironminder acknowledges the client in your voice, asks the disambiguation questions a real sculptor would ask, and pins dimensions, finish, timeline, and budget before you ever see the email.

  2. Step 02

    Reads it back against your portfolio

    Each request is matched against your own archive — past commissions, weld marks you favor, oxide palettes, scale sweet spots, materials you have on hand. The agent flags what it can fabricate, what it would have to outsource, and what to politely decline.

  3. Step 03

    Drafts a feasibility note + ballpark

    You get a one-page brief: feasibility verdict, material estimate, hours-to-completion, shop-rate breakdown, and a ballpark quote bracketed with deposit terms. Approve it verbatim, edit it inline, or hand it back with comments — your name goes on the final version.

  4. Step 04

    Books the studio visit, chases the deposit

    Once approved, the agent drops the visit on your calendar, sends the deposit link, and follows up on a schedule you set. No more silent drafts sitting in your inbox because the client "got busy" — cash flow stops depending on a single reply.

  5. Step 05

    Queues finished pieces to every channel

    When the piece is photographed, you point Ironminder at the file once. It schedules listings to Saatchi Art, Artfinder, Etsy, Zazzle, and your direct storefront from one queue — staggered for each channel, copied to the right specs, posted automatically.

Channels

One posting schedule. Five real channels.

Ironminder speaks the schema of each marketplace, so a single upload fans out to channels that actually move sculpture — not generic e-commerce defaults.

Saatchi Art
Limited-edition gallery

One-of-one drops, editioned serials, certificate of authenticity auto-attached.

Artfinder
Independent curators

Original art alongside commission-shop traffic, in the spec profiles Artfinder expects.

Etsy
Volume + repeat buyers

Smaller wares, jewelry-scale pieces, the audience that already buys metal direct.

Zazzle
Print-on-demand

Photography and renders of finished work turned into embossed prints, tins, coasters.

Studio storefront
Direct, no commission

Your own shop, your own checkout, your own URL — Ironminder pushes the listing, you keep the margin.

Pricing

Priced like materials, not like seats.

You pay for what you actually ship — commissions parsed, pieces listed, deposits chased. No per-seat fees, no enterprise sales call to talk to a working sculptor.

Sparks
$29/ month

For a single forge just getting consistent about the inbox.

  • One inbox + one calendar
  • 500 commission briefs parsed / month
  • Portfolio match against up to 80 archived works
  • Two listing channels (pick from the supported roster)
Start with Sparks
Most chosen
Forge
$89/ month

For the working sculptor with a steady inbound line.

  • Everything in Sparks
  • Unlimited briefs, 5 calendars / staff
  • All five listing channels, staggered posting queue
  • Deposit chasing + revised-quote helpers
  • Studio-visit booking with travel-buffer awareness
Start with Forge
Crucible
Talk to us

For multi-artist workshops and small foundries.

  • Everything in Forge
  • Multi-artist portfolio routing
  • On-prem or VPC deployment
  • Custom material + weld taxonomy
  • White-glove onboarding at the bench, not a Zoom
Talk to us

Our commitment

Built by sculptors, for sculptors. Not by a generic agent platform that just discovered your category.

Ironminder was commissioned by a working forge in Sheffield and shaped over a year on actual commission traffic — not hypothetical user stories. The ontology is weld-aware, the quoting math respects realistic shop rates, and the agent knows the difference between a one-of-one and an edition.

Questions

The ones we get every week.

Still have one? Write us directly at ironminder@polsia.app.

Ready when you are

Bring your inbox. Leave with a schedule.

Tell us about your forge, the channels you sell on, and the commission traffic you’re sitting on. We’ll set up a sandbox against your portfolio and walk you through the workflow on a real brief.

ironminder@polsia.app

Replies in one business day, usually faster.