Occasional, engineering-led notes on applied AI — what we're building, running, and learning in production.
One credit pool spends across every model we host — chat, image generation, and embeddings. No per-model contracts, no discovery call, no quote.
$0
25 credits to try
Enough to evaluate every model before you pay anything.
$19
/month10,000 credits / month
For prototypes, side projects, and first production traffic.
$79
/month50,000 credits / month
For products in active development and steady workloads.
$249
/month200,000 credits / month
For production workloads running continuously.
Every plan draws on one monthly credit pool. Spend it on whichever models you need — the mix is up to you.
Beyond 200,000 credits a month, or need dedicated capacity, a private model, or a signed uptime commitment? We price that per workload.
Published rates, the same for everyone. A credit is $0.01 at overage, and every call charges at least one.
Chat — 2,000 tokens per credit (~$0.005 per 1K tokens)
Text embeddings — 100 per credit (~$0.0001 each)
Image embeddings — 20 per credit (~$0.0005 each)
Image generation — ~5 credits per 1024² image, scaling with resolution
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.