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Occasional, engineering-led notes on applied AI — what we're building, running, and learning in production.
Occasional, engineering-led notes on applied AI — what we're building, running, and learning in production.
One credit pool for catalog copy, chat, image generation, and embeddings. Start free, then choose a monthly plan when you need more.
$0
Up to 25 product drafts
25 credits to try25 one-time credits to try catalog copy or our API. No automatic subscription.
$19
/monthUp to 10,000 product drafts
10,000 credits per monthFor your first catalog improvements or API project.
$79
/monthUp to 50,000 product drafts
50,000 credits per monthFor growing catalogs and steady API workloads.
$249
/monthUp to 200,000 product drafts
200,000 credits per monthFor large catalogs and continuous production workloads.
Paid plans renew monthly. The free allowance is a one-time grant shared across catalog copy and API calls; it never renews or bills overages.
Beyond 200,000 credits a month, or need dedicated capacity, a private model, or a signed uptime commitment? We price that per workload.
A successful product generation uses 1 credit. Generating another version uses credits again.
For example, drafting copy for 100 products uses 100 credits. Generating one more version for each uses another 100 credits.
Capacity assumes the entire allowance is used for product generations. API calls and other AI features draw from the same balance.
Keep your source product details, generated drafts, and publishing decisions separate. You can review each result before it reaches your store.
Start with a plan above, or bring us a system you want built. Both paths come with clear scope, pricing, and technical boundaries.
From $50,000
Done-for-you engineering: intelligent ERPs, AI-driven sites and portals, vision pipelines, and automation — scoped as a fixed bid by the engineers who build it.
Start a ConversationFrom $1,000/month
An ongoing design, build, and SEO partnership for your digital presence, with maintenance, content, and reporting handled month over month.
Talk to UsAI plans are self-serve and can be upgraded, downgraded, or cancelled at any time. Custom engagements are scoped and quoted as fixed bids before any work starts.
Tell us what you're trying to run. We'll tell you honestly whether it's a free key, a plan, a custom build — or not an AI problem at all.