Deterministic
SEC Filing
Intelligence.
Zero-hallucination, provenance-backed answers for financial analysis. When the lattice cannot certify a result, it returns an honest silence. We don't guess.
Live API
Financial SEC — SEC Filing QA ● Checking…
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
Lattice Training Dashboard
The FinSec lattice model is currently undergoing full-bake training. During this phase, associative weights are crystallized and precision is validated against Gold standard benchmarks. The console will re-enable automatically once the model passes all validation gates.
Query Taxonomy — What the Lattice Handles
The VLN classifies every query into one of four categories. Click any example to load it into the console. Every category is a feature, not a limitation — even honest silence is a guarantee no other system offers.
Direct Recall
Single-fact answers decoded from frozen SmartWeights with full XBRL provenance chain.
SDR encoding → A₄ coordinate walk → Hopfield settling at T=0 → exact basin match. Deterministic: same query, same answer, every time.
Analytical Decomposition
Multi-fact ratios and growth rates computed on-the-fly by decomposing into atomic recalls.
Both facts recalled independently, then computed deterministically.
Decomposes query → recalls component facts → performs arithmetic via domain-layer physics. Each component carries its own provenance chain.
Tentative Analysis
Qualitative patterns and judgment calls with explicit caveats — the lattice found evidence but flags uncertainty.
When confidence falls between 40–75%, the lattice returns the answer with a TENTATIVE_MATCH flag so you know the evidence is not fully crystallized.
Honest Silence
Queries the lattice has no crystallized evidence for — and therefore will never fabricate an answer to.
The lattice physically resonates only with evidence it has crystallized. If the resonance pattern is absent, no output is produced. This is a feature, not a failure.
What Can I Ask?
The Financial SEC API answers questions about SEC filings for 10,000+ public companies in the EDGAR universe. Here's the full range of supported query types:
Financial Metrics
Revenue, net income, gross profit, total assets, operating income, EPS, and all standard XBRL-tagged financial statement items.
Financial Ratios
Gross margin, operating margin, quick ratio, current ratio, debt-to-equity, ROE, ROA, asset turnover, and DPO — computed from source facts.
Growth Rates
Year-over-year revenue growth, net income growth, capex growth, and operating income changes between any two ingested fiscal years.
Filing Metadata
Key agendas from 8-K filings, geographic operating regions, registered debt securities, and other structured filing metadata.
Qualitative Analysis
Capital intensity assessments, dividend trends, operating margin drivers, and domain-relevant analytical judgments grounded to filing evidence.
Provenance & Audit
Every answer includes the source filing, XBRL concept, document period, page number, and a SHA-256 audit hash for reproducibility.
Example Queries — FinanceBench Gold Answers
Click any row to load that query into the playground above — company selector and question are pre-filled automatically.
Lattice Statistics
Looking for other specialized APIs? Visit the CaleraLabs Product Hub →
Pricing
Simple, Transparent API Pricing
| Feature |
Pilot
Free
14-day trial
|
Hacker
$99/mo
Plus applicable taxes
Indie devs
|
Startup
$299/mo
Plus applicable taxes
Small teams
|
Most Popular
Starter
$2,000/mo
Plus applicable taxes
PE / VC firms
|
Professional
$5,000/mo
Plus applicable taxes
Hedge funds
|
Enterprise
$10,000/mo
Plus applicable taxes
Institutions
|
|---|---|---|---|---|---|---|
| Usage | ||||||
| Queries / day | 1,000 | 2,000 | 8,000 | 75,000 | 250,000 | Unlimited |
| Company coverage | Full EDGAR | Full EDGAR | Full EDGAR | Full EDGAR | Full EDGAR | Full + Custom |
| Filing types | 10-K | 10-K, 10-Q | 10-K, 10-Q | 10-K, 10-Q, 8-K | 10-K, 10-Q, 8-K | All SEC filings |
| Concurrent connections | 1 | 2 | 5 | 10 | 25 | Unlimited |
| Core Guarantees | ||||||
| Zero hallucination | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Full provenance chain | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Deterministic recall | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| API Features | ||||||
| Query endpoint | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Provenance API | — | ✓ | ✓ | ✓ | ✓ | ✓ |
| Trend analysis API | — | — | — | ✓ | ✓ | ✓ |
| Batch query API | — | — | — | — | ✓ | ✓ |
| Custom XBRL ingestion | — | — | — | — | — | ✓ |
| Audit & Compliance | ||||||
| Audit log retention | 14 days | 30 days | 90 days | 365 days | 365 days | Unlimited |
| SHA-256 audit hash | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Hardware attestation | — | — | — | — | — | ✓ |
| Support & SLA | ||||||
| Support channel | Email + Slack | Priority + SLA | Dedicated | Dedicated + Phone | ||
| Uptime SLA | — | 99.5% | 99.5% | 99.9% | 99.95% | 99.99% |
| Start Free Trial | Get Started | Get Started | Get Started | Contact Sales | Contact Sales | |
All tiers include our zero hallucination guarantee — same engine, same architecture. No LLM in the answer path. Learn how →
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.
- Analytical decomposition: Multi-fact queries (margins, ratios, growth rates) are decomposed into atomic recalls, then computed deterministically — each component carries its own provenance chain.
- 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. Sign in to your dashboard to view your API keys, usage analytics, and post-quantum security settings.
Sign In to DashboardBuilt by Calera Computing
CaleraLabs is the public API platform of Calera Computing, Inc. — the team behind the Volumetric Lattice Network.