Global Lattice
Deterministic
Integrity.
CaleraLabs.com — Hosted APIs built on the Volumetric Lattice Network. We provide zero-hallucination, provenance-backed answers for critical domain data. When the lattice cannot certify a result, it returns an honest silence. We don't guess.
Live API
FinanceSec — SEC Filing QA
Ask anything about a 10-K, 10-Q, or 8-K. Answers are grounded to a specific filing, page, and XBRL concept — or the API returns honest silence. Try it live.
financesec.api.caleralabs.com
Submit a query above to see the lattice response.
Every answer traces to a source filing and XBRL concept. When the data isn't there, you get honest silence — not a hallucination.
Integrity in Action
The lattice doesn't guess. Try queries from both columns to see the difference between a certified answer and an honest refusal.
Certified Answers
Single-fact lookups grounded to a specific XBRL concept and filing.
Honest Silence (Safe Refusal)
Multi-fact computations that require deriving values the lattice cannot completely verify.
When a query references a company, period, or metric the lattice has never trained on, it returns honest silence rather than fabricating an answer. The lattice physically resonates only with evidence it has crystallized. If the resonance pattern is absent, no output is produced. Deterministic integrity is the only output.
Example Queries — FinanceBench Gold Answers
Select any row to query the lattice and verify its provenance.
API Endpoints
curl -H "X-License-Key: $KEY" \
-H "Content-Type: application/json" \
-d '{"query": "Apple FY2023 revenue?"}' \
https://financesec.api.caleralabs.com/api/queryLattice Statistics
Upcoming APIs
Compliance AI
Regulatory knowledge-grounded QA for healthcare and public-sector compliance teams. Currently in enterprise pilot onboarding.
Dispatch Brain
Domain-grounded decision support for municipal dispatch workflows. In government RFP pipeline.
The Substrate
Not a Wrapper Around an LLM
Every CaleraLabs API runs on the Volumetric Lattice Network — a locally-hosted associative memory substrate that learns via Hebbian reinforcement over a geometric lattice, not gradient descent over a transformer.
- Provenance by construction: Every answer traces back to the source document and evidence span that produced it.
- Honest refusal: If the lattice has no crystallized evidence for a query, it returns a safe refusal — never a fabricated guess.
- Deterministic recall: The same query against the same trained model returns the identical answer, every time.
- No data leaves the lattice: Training data and model weights are never sent to a third-party model provider.
Getting Started
Pilot Access
Every product offers a free pilot tier with a time-limited license key. Reach out with your use case and we'll provision a key within one business day.
Request Pilot AccessBuilt by Calera Computing
CaleraLabs is the public API platform of Calera Computing, Inc. — the team behind the Volumetric Lattice Network.
Request Pilot Access