The calibrated AI platform · Est. 2026

AI you can defend in writing.

Aequara is the AI platform for measurement work where being wrong has consequences. Brier-tracked outputs, hash-stable methodology, anti-conflict revenue, named stewards with personal accountability. Built for fiduciaries, allocators, builders, and creators who need AI that carries calibration receipts.

— aequitas, the fiduciary virtue, made measurable.
0.143
Brier · NPX-100 · live
100·97–105
Constituents · band
0%
Issuer-pay revenue
9·α''
Model providers routed · workload classifier
The thesis

Most AI optimizes for capability. We optimize for the calibration you can defend.

OpenAI, Anthropic, Google — capability is genuinely improving year over year. What's missing is the discipline to ship AI as fiduciary instruments: Brier-tracked predictions, hash-stable methodology, anti-conflict revenue, named stewards who carry personal accountability for every output. Aequara is the AI platform that ships those disciplines at the architecture level — not as features you can turn off. Two thousand years of measurement craft, applied to the substrate that's now doing the measuring.

"We don't grade on a curve. We grade on a horizon."
Where to start

Aequara is for measurement work that someone will be held responsible for.

Pick the path that matches what you're carrying.

Live · NPX-100 flagship index · now shipping

NPX-100 publishes quarterly. v2.1 is live.

The flagship 100-constituent fiduciary index. Methodology hash cfe274c9... stable since v1.0.0. Brier 0.143, calibration 0.91, n=247 resolved predictions. Next cycle publishes 2026-08-04.

View NPX-100 → Brier ledger
Live cohort metrics
0.143
Brier · lower is better
0.91
Calibration · target ≥ 0.85
247
Resolved predictions
0%
Issuer-pay revenue
Methodology · seven principles

The instrument has rules.

§1

Methodology-hash stable

Per Berg-Koelbel-Rigobon (2020) on ESG-rating divergence: methodology must hash-stable across publication cycles. Operational amendments are versioned; methodology changes require a new index family.

§2

Anti-issuer-pay firewall

Aequara accepts no revenue from rated entities. The conflict that destroyed credit-rating credibility in 2008 will not be permitted to enter our revenue model. Subscription only.

§3

Brier-tracked predictions

Every published index call is a Brier prediction with a stated horizon. Errors are published in the next quarterly cycle. Calibration scores are continuously visible. We earn trust by making mistakes legible.

All seven principles →
The Aequara family · roadmap

Nine AI products. One discipline. Calibrated ship dates.

Every Aequara product runs on the same calibrated AI substrate (NEXUS) and inherits the same fiduciary architecture: Brier-tracked, hash-stable, anti-conflict. Pre-launch products are visible so you can read where we're headed — and dated so you can hold us to it.

Live

v2.1 · live
NPX-100
Flagship 100-constituent fiduciary index · publishes Q3 · 2026-08-04

In development

Q3 · 2026
NEXUS
Multi-tenant calibration platform · α'' / β'' classifiers · the operating substrate
Q4 · 2026
LUMEN
Clarity layer · plain-language methodology · public dashboards
Q4 · 2026
COMPASS
Creator-influence decision substrate · anti-grind, Brier-tracked
in dev
AXISTRUTH
Productized portfolio mathematics REST API · for builders

Future

Q1 · 2027
HUBZ
Practitioner academy · apprenticeship · Brier-tracked certifications
Q1 · 2027
HORIZON
Brier-calibrated trading forecasts · 30-factor regime-aware ensemble
2027
CIPHER
Encrypted research vault · Trustee-tier gated · methodology-hash custody
2027
VAULT
Plaid-powered personal wealth command center · AI-narrated digests
The quarterly publication

Free. Public. First Tuesday of Feb · May · Aug · Nov.

Eight artifacts in every cycle: index reconciliation, Brier ledger, methodology hash, revenue disclosure, confluence matrix, steward attestation, sub-index roll, and the annual auditor letter (Q1). Subscribe to receive every cycle when it ships. Trustees see it 24h early; tier III sees it 30 days early.

See publication calendar →
Trustee Tier

For the people who pronounce it correctly.

Custodians, family offices, methodology stewards, and the rare allocator who reads the footnotes. Trustee Tier provides full Brier ledger access, methodology hash custody, and Cipher research vault credentials.

Apply for Trustee access →