← sipi.bot

AI Research Agent Spend Controls

Control research agent spending with per-purchase limits and vendor allowlists.

Research agents autonomously purchase datasets, subscribe to APIs, buy reports, and access paywalled content. Without spend controls, a research agent can exhaust your entire research budget on a single overpriced dataset. sipi.bot adds per-purchase caps, daily research budgets, and vendor allowlists — with approval queues for purchases above your threshold.

Set up your spend firewall →

HTTP/1.0 404 Not Found Server: BaseHTTP/0.6 Python/3.12.13 Date: Sat, 18 Jul 2026 00:36:10 GMT Content-Type: application/json Content-Length: 22 Connection: close Access-Control-Allow-Origin: * Access-Control-Allow-Headers: Authorization,Content-Type Access-Control-Allow-Methods: GET,POST,DELETE,OPTIONS,HEAD X-Content-Type-Options: nosniff X-Frame-Options: SAMEORIGIN Referrer-Policy: strict-origin-when-cross-origin Strict-Transport-Security: max-age=31536000; includeSubDomains {"error": "not_found"}