Frontier models do the analyst work. Every number they produce is checked against the primary document it came from and published with its citation — so the output is auditable, not just plausible.
exascale.build · pricedin.markets
We don't scrape and hope. Every source runs the same pipeline — a model's memory is never a source, and nothing ships until it clears a fail-closed gate.
The official source file — a government release, an SEC filing — is fetched and archived immutably with its SHA‑256. Never altered, never deleted — reproducible from the URL alone.
An un-cheatable integrity check. Two independent reads of the raw bytes must agree on every cell. If a check fails, the snapshot is quarantined and the last good data stays live.
Each value becomes one atom carrying its citation — source, sheet or filing line, row, hash, vintage — round-trippable to the exact place it came from.
One contract, many surfaces. MCP and REST return identical cited payloads for agents; published pages carry the same citations for everyone else. Nothing is pre-joined, nothing is quietly revised.
Each is the canonical source for its domain, built on the same pipeline. One answers agents over MCP; one publishes to everyone at the same moment and grades itself in public. Every value cited either way.
Source-cited US power, grid, and AI-infrastructure data — every generator, the interconnection queue for all seven grid operators, and the construction spend, payroll, and chip-import flows behind the data-center boom. Space and robotics next, on the power substrate that gates them all.
Full earnings expectations for US-listed companies — revenue, EPS, EBITDA, margins, capex, free cash flow, and the guide we expect — built by a slate of frontier models reading verified SEC filings. Published before the print, then locked. Minutes after the release, every number is graded against what the company reported. Hits and misses both stay up.
Building on our data, need a source we don't cover yet, or want to talk? We read every message.
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