AI changes product development
AI and API product teams can move quickly, but customer-facing software still needs stable production boundaries and accountable operations.
Why we built ScaleMule
Product logic moves faster than production boundaries
AI can accelerate product code, but infrastructure alone is not enough. Teams still need access controls, event delivery, operational visibility, and commercialization workflows before serious customers can rely on the product.
Trust depends on visible boundaries
Teams need scoped access, tenant-aware data, event visibility, and audit trails they can explain to customers and buyers.
Commercialization needs more than infrastructure
Billing, metering, onboarding, integrations, support workflows, and enterprise review are part of the real production burden.
Operating principles
Practical infrastructure over vague AI promises
The platform is built around concrete production concerns that buyers and technical teams can inspect, discuss, and improve during evaluation.
Keep application and tenant boundaries explicit.
Make billing, metering, operations, and integrations part of the control model.
Give enterprise evaluators public trust and architecture context without exposing private docs.
Route deeper assurance, uptime, and support commitments through evaluation and written customer terms.
Founder-led review
Founder-led infrastructure review
Early ScaleMule evaluations are founder-led so product teams and infrastructure providers can review architecture, trust posture, tenant boundaries, onboarding scope, and commercial fit directly.
Direct technical discussion
Review architecture, access boundaries, event paths, and documentation scope against the actual product model.
Honest rollout fit
Keep onboarding scope, trust posture, and commercial fit grounded in the real deployment path instead of generic positioning.
Product family
One company, two deployment paths
ScaleMule Cloud serves product teams building directly, while MuleOS serves infrastructure providers commercializing GPU and AI capacity.
Hosted offering
ScaleMule Cloud
Hosted production infrastructure for product teams moving generated product logic into customer-ready AI and API systems.
Explore ScaleMule Cloud
Provider offering
MuleOS by ScaleMule
Provider packaging of the ScaleMule control model above GPU and AI infrastructure.
Explore MuleOS
Company posture
Built deliberately under Cats Dojo LLC
ScaleMule is presented as a focused product under Cats Dojo LLC, with public trust materials, architecture context, and evaluation paths that match the company’s current operating stage.
Direct evaluation path
Qualified evaluations can include architecture review, onboarding scope, documentation access, and commercial discussion through ScaleMule's company contact path.
Enterprise commitments, support expectations, and assurance materials should be scoped during evaluation and written customer terms.
Product perspective
Infrastructure alone is not the product foundation
AI can make the first version of a product arrive faster, but customer-facing software still needs access boundaries, events, operational visibility, billing concepts, integrations, and a way to answer enterprise review questions.
ScaleMule exists to reduce that repeated production burden while keeping the trust story grounded in what can be inspected, discussed, and written into customer terms as the relationship matures.
Company
Operated by Cats Dojo LLC
Cats Dojo LLC manages ScaleMule platform services, customer agreements, and public company-facing communications unless a written agreement says otherwise.
Registered office
Cats Dojo LLC
548 Market St Suite 670428
San Francisco, CA 94104-5401
United States
Contact
General inquiries: hello@scalemule.com
Enterprise and demo: sales@scalemule.com
Support: support@scalemule.com
Legal: legal@scalemule.com
Phone: (415) 310-2699