Built by web scraping engineers with years of hands-on experience running scrapers in production and working directly with clients on real-world data extraction problems.
Platform
The orchestration platform connects many scraping providers into a single, unified workflow. You bring your own API keys. We handle the rest.
Define tiers of providers. If one returns an error or rate-limits, the next runs automatically instead of the operator reaching for a retry loop.
Write your scraping logic once. Run it against any supported provider without rewriting integration code.
Each integration preset declares a typed output schema (content, links, price, status-per-provider). The engine returns validated records, not raw HTML. Schema-guided LLM extraction on top of this is the next layer we are building.
Every run, fallback, and failure is recorded by the Temporal-backed execution engine with per-step traces available to operators.
Schedule pipelines to run on a cron via the same flow engine. Retries and fallbacks apply the same as for manual runs.
Our AI approach
Each provider preset ships with a typed output schema today - content, title, price, status. The extractor we are building on top treats your JSON Schema as the contract: the model fills it, the engine validates it at the boundary, malformed responses are rejected, not silently dropped.
Pick a Gemini, OpenAI, or Anthropic model per integration, with your own API key. Confidence-based escalation - cheap model first, stronger model when the first one returns low-confidence or fails the schema - ships with the extractor layer.
Provider-level fallback runs today: if a scraper tier rate-limits or errors, the next tier in the chain takes over automatically. Model-level fallback follows the same pattern and ships next - so a low-confidence Gemini Flash response flips to Claude Sonnet, not to a retry loop.
No platform middleman metering your tokens. Today: Jina AI Reader wired into the orchestration layer for page-to-markdown extraction. On the roadmap: OpenAI, Anthropic Claude, and Google Gemini via the AI SDK, with Vertex AI for teams on GCP.
Why
We do not compete with scraping providers. We connect them.
No vendor lock-in. Use your existing API keys. Switch providers without changing code.
Fallback chains are a first-class feature, not an afterthought.
10 operations to try it out once you are in. Closed alpha, no credit card, no sales call: request access and we will onboard you.
Company