AI SaaS platforms with the back office already built
Multi-tenant AI products with workspaces, billing, packaging and a revenue dashboard — the parts founders underestimate.
The AI feature is rarely the hard part. What takes the time is everything around it: isolated workspaces so agencies can run many clients on one account, packaging and billing, usage limits, an admin view of revenue. We build the whole thing, so the product can take money on day one.
What's included
- Multi-tenant architecture with properly isolated workspaces
- Subscription billing, packages, coupons and a revenue dashboard
- A multi-model AI stack where it helps — OpenAI, Anthropic, Google and image models
- Serverless rendering and background jobs for anything too slow for a web request
How the work runs
Architecture
Tenancy model, data isolation and which parts of the workload belong outside the request cycle.
Build
Product, back office and billing together, so the platform is sellable when it launches rather than months later.
Scale
Load, cost control across models, and the operational tooling you need once customers arrive.
Across the six projects on this site where we tracked phases, discovery to launch ran 8 to 12 weeks.
Projects we have shipped
AIWrappers – No-Code AI App Builder, Launched to Paying Customers
AIWrappers lets anyone build, brand and sell their own AI apps without code. We built the product, from the AI Creator to billing, and it launched commercially to paying customers.
Creator Tools / AI VideoClipBloom – AI Video Editor That Handles 5× Longer Videos
ClipBloom turns talks of up to 10 minutes into captioned, ready-to-post clips in the browser, where most AI editors stop at two minutes.
Marketing / AI SaaSMavera – From MVP to Enterprise Platform Used by Morningstar, PitchBook & S&P Global
We took Mavera's AI market-intelligence platform from an early MVP to a production product on web, iOS and desktop, now used by teams at Morningstar, PitchBook and S&P Global.
AI SaaS / Local BusinessAI Local Expert – Talking-Avatar AI Chatbots for Local Businesses
AI Local Expert lets local businesses put an AI assistant with a realistic talking avatar on their website, trained on their own site content, in minutes and with no code.
Common questions
What does the back office include?
For AIWrappers we built workspaces, packages, billing, a revenue dashboard and user management. Mavera got fully isolated workspaces so agencies can run many clients safely on one account.
How do you handle slow AI workloads?
Outside the web request. ClipBloom handles 10-minute source videos — five times the two-minute limit of most AI editors — using serverless rendering on AWS Lambda, so exports do not block the interface.
Can you work across multiple AI providers?
Yes. AIWrappers runs on a multi-model stack spanning OpenAI, Anthropic, Google and image models, which keeps you from being locked to one vendor's pricing or availability.
Talk to us about your project
Tell us what you are building and roughly when you need it. We reply within one business day.