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🔥 Score 47.5
integration • Confidence 38%

CapAI: Zero-Proxy AI Spend Control

Companies struggle to keep AI costs under control while maintaining direct API access, leading to unexpected overages and revenue leakage. CapAI delivers a lightweight, no‑proxy SDK that enforces real‑time budget limits at the company, customer, and feature levels, blocking costly calls before they reach the provider and providing instant usage visibility.

Quantitative Score Breakdown

complaint frequency
1.5
growth rate
9
competition density
10.5
monetization potential
14.25
technical feasibility
7.5
search interest
4.8

Evidence Signal (1)

Raw Posts
hn • r/hackernews

Comment on: Show HN: Stop over-budget AI API calls per customer/feature (no proxy)

I built MarginDash so teams can stop over-budget AI requests before they’re sent. What it does: - Set budgets at company, customer, and feature level - SDK checks budget first and blocks requests that exceed limits - Your app still calls OpenAI/Anthropic/etc directly (no proxy/gateway) - Prompts and outputs go directly between your app and the AI API provider - MarginDash only receives usage metadata (token counts) - TypeScript and Python SDKs Flow: Checks limit you set for customer/feature -> sends AI call if within that limit -> records costI’d love feedback on any missing e