CaleraLabs
Domain AI that recalls
what it knows — and refuses the rest.
Hosted APIs on the Volumetric Lattice Network. Deterministic answers with provenance, built for domains where guessing is not an option.
Portfolio
Products on the lattice
Each product is an isolated domain lattice with its own corpus, pricing, and console. Calera Labs is the company hub — not a shared plan page.
-
Open product
FinanceSec
Deterministic SEC filing Q&A. Answers grounded to filings, pages, and XBRL concepts — or honest refusal.
-
Test playground
VLN Math & Pre-Flight API
1-Tick physical stability refusal, deterministic PDE propagation, and O(1) log-product calculation engine.
-
Coming soon
BioSec
Proteomic and pathway lattice for interaction maps, binding sites, and metabolic dynamics.
-
Coming soon
LegalSec
Regulatory compliance, IP auditing, and patent claim mapping with cryptographic validation.
-
Coming soon
Compliance AI
Knowledge-grounded QA for healthcare and public-sector compliance teams.
-
Coming soon
Dispatch Brain
Domain-grounded decision support for municipal dispatch workflows.
Interactive Playground
VLN 1-Tick Refusal & Math API Tester
Test deterministic stability guardrails and O(1) logarithmic superposition live in your browser.
1-Tick Stability Refusal
Evaluates CFL physical stability bounds in 1 tick before executing costly physics steps.
O(1) Log Product Chain
Multiplies arbitrary factor chains via logarithmic walk superposition with zero fp64 float drift.
Technology
Not a wrapper around an LLM
Every Calera Labs API runs on the Volumetric Lattice Network — associative memory over a geometric lattice, trained with Hebbian reinforcement. No transformers in the fact path.
- Provenance by construction Every answer traces to the source document and evidence span that produced it.
- Honest refusal No crystallized evidence means a safe refusal — never a fabricated guess.
- Deterministic recall Same query, same trained model, identical answer.
- Domain isolation Each product lattice is trained and served separately. Pricing and access live on that product.
Approach
Built for domains that cannot hallucinate
Calera Labs ships substrate-backed APIs for finance, life science, legal, and public-sector workflows — where an invented number or citation is a liability.
Lattice physics
SDR encoding, associative recall, and wave dynamics — not prompt scaffolding over a chatbot.
Product autonomy
Subdomains own their corpus, console, docs, and commercial terms. The hub introduces; the product sells.
Local sovereignty
Training data and model weights stay on the lattice. Facts are not outsourced to third-party model providers.
Work with Calera Labs
Explore a live product, or talk with us about a domain lattice for your organization.