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 Volumetric Lattice Network is online and fully synchronized with the SEC EDGAR filing database. Traversals, mathematical decompositions, and cryptographic grounding provenance are fully live.
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.