Know the cloud bill
before you build
Describe your app in plain English. CloudCost AI identifies the services, projects real costs at scale, and delivers a signed report for stakeholder approval.
Control every change in production.
Gemini reasons over your app description, identifies every cloud service — compute, database, AI, payments, auth — and maps each to a real provider with a usage estimate per user.
Try the demoReal pricing data from SerpApi powers projections from 1K to 100K users. See which service dominates your bill and where the cost curve bends before you commit to an architecture.
Try the demoGenerate a professional PDF cost report and send it for legally binding e-signature via Doctavian. Stakeholders review, sign, and approve — the document trail is audit-ready.
Try the demoCloud cost surprises kill more projects than bad code
AI-Powered Service Identification
Gemini doesn't just list services — it reasons about your app's data flow, user interactions, and scaling characteristics to identify what you actually need and why.
Try the analysisDoctavian E-Signature Integration
Cost reports are generated as PDFs and routed through Doctavian's signature envelope workflow — the same infrastructure used by enterprises for legally binding document signing.
See the signature flowWatch CloudCost AI analyze an app and send a signed cost report
How the pieces fit together
- User describes app
- Xano → Gemini + SerpApi
- Cost engine projects pricing
- Doctavian signs the report
Xano Backend
Xano receives the analysis request, calls the Next.js API (SerpApi + Gemini), stores the result in its database, and returns the structured analysis to the frontend.
Nutrient Document Engine
Nutrient's processor extracts structured data from the generated PDF report — field confidence scores, audit trail, and metadata for downstream processing.
Run it yourself.
Clone the repo and it runs locally. Environment variables and what degrades without each one are listed in the README.
git clone https://github.com/druxamb/cloudcost-ai && npm ci && npm run dev
5 services identified with live SerpApi pricing
Gemini identified Vercel, AWS S3, Gemini Pro, Supabase, and Stripe for a document-chat SaaS app — each with a provider, category, per-user usage estimate, and role. SerpApi verified live pricing for each service.
Every figure above was measured on this build. This project has no users yet, so there are no testimonials here.