Nucleus Institute

    Pricing.

    One credit pool, two engines: build special purpose AI products, then produce the content to market, educate, and enable your customers. Each credit maps to a real piece of work: a spec section drafted, an image produced, a video cut generated. Enterprise builds are scoped and quoted separately.

    Launch

    $199 / month
    60 credits every month

    For one special purpose AI product and the content that launches it. Build the spec, the architecture, and a working prototype, then produce the images, videos, and brand assets to market, educate, and enable your customers.

    Product Development
    One special purpose AI product
    Spec, architecture, and model selection documents
    Working prototype of the core interaction
    Evaluation criteria and success metrics before launch
    Content Development
    Images, videos, and brand assets
    Brand voice model and central asset library
    Output personalized to every distribution platform
    Editorial review gates with quality checks
    Credits
    60 credits across both engines every month
    A full product spec uses roughly 12 credits
    A launch content pack uses roughly 20 credits
    Unused credits roll over for one month
    Support
    Dedicated Slack channel
    Business hours availability (Mon to Fri, 9am to 5pm PT)
    Weekly async progress update

    Growth

    $499 / month
    300 credits every month

    For teams running several products and a full content engine in parallel. Five active products, priority generation, and the credit pool to market, educate, and enable every customer segment you serve.

    Product Development
    Up to 5 active products
    Everything in Launch, with priority generation
    Architecture documents across multiple services
    Deeper evaluation work and success metrics
    Content Development
    Full content engine: media, library, and pipelines
    Brand voice models for multiple brands
    Output personalized to every distribution platform
    Team review seats with editorial gates
    Credits
    300 credits across both engines every month
    Unused credits roll over for two months
    5 team seats for review and approval
    Export to PDF, Doc, and structured JSON
    Support
    Dedicated Slack channel
    Extended availability (Mon to Sat, 8am to 8pm PT)
    Weekly live demo and async updates
    Same day response during business hours

    Enterprise

    Custom
    Unlimited or custom credit pool

    Dedicated build capacity for organizations shipping special purpose AI products at scale, with the content operation to market, educate, and enable their customers. Custom architecture, dedicated engineers, and an unlimited credit pool.

    Product Development
    Full discovery and scoping sprint
    Custom special purpose AI products
    Architecture design across multiple services
    Dedicated full time engineering team
    Content Development
    Custom content engine per brand or business unit
    Brand libraries with governance controls
    Publishing integrations for your distribution stack
    Platform
    Unlimited or custom credit pool
    Platform deployment for the client organization
    Custom training programs for internal teams
    Governance
    SOC 2 Type II and GDPR compliance
    On premise or VPC deployment options
    Custom data sovereignty controls
    Support
    Dedicated Slack channel with 24/7 availability
    Dedicated solutions architect on channel
    Under 1hr response time guaranteed
    99.9% uptime SLA

    How credits work.

    What's a credit?

    One credit covers one unit of platform work at any stage of the scientific development process: a hypothesis defined, a spec section drafted, a prototype component built, an experiment configured, or a content variant produced for one platform. Quick edits and clarifying questions don't consume credits.

    How do credits map to the process?

    Every stage has known economics. Idea generation and research sessions, hypothesis definition, feasibility prototypes, controlled experiments, verification trials, and manufacturing transfer each cost a fixed number of credits, so you can budget the whole process before it starts.

    What does a build cost?

    A complete product specification typically runs 12 to 18 credits. A working feasibility prototype runs 25 to 40. A launch content pack covering images, video cuts, and variants for each distribution platform typically runs 20 to 30 credits.

    What can I build?

    Special purpose AI products for the audiences you serve, and the scientific content to market, educate, and enable them: whitepapers, technical explainers, educational series, data visualizations, and the images, videos, and brand assets that carry them, produced at scale for every platform.

    How scientific is the process?

    Every build follows the scientific development process: idea generation and research, hypothesis formation, feasibility prototyping, controlled experimentation, verification and validation, and manufacturing transfer. Evidence is documented at every gate.

    What happens if I run out?

    Top up anytime without changing plans. Launch top ups are $4 per credit; Growth top ups are $3 per credit. Unused credits roll over up to the cap shown on your plan, so a slow month isn't lost.

    Business
    September 3, 2026
    Jonathan Dawit Daniels

    Brand Aligned Marketing Content, Produced at Platform Speed

    Our clients do not need more content. They need content that sounds like them on every platform their audience lives on. Here is how the Nucleus content engine produces images, videos, and brand assets from one system, personalized to each distribution platform without letting the brand drift.

    Read more

    Ready to scope your AI product?

    Book a 60-minute platform session. We scope the product, generate a tailored proposal, and you leave with a buildable specification your team, investors, and stakeholders can act on.