Claims Python Packages

attest-py

A claim-native database for building reality models

attestdb

A brain for AI agents that actually learns — confidence scoring, negative results, gap detection. pip install attestdb && attest brain install

insurance-reserving-neural

Individual neural claims reserving — per-claim RBNS reserves with bootstrap uncertainty

nlai

Evidence-gated claims, continuity anchors, and deterministic receipts for agent workflows. Language is a proposal, not an authority.

json-work-proof

JSON Work Proof - proof-of-work algorithm encoded like a JWT

keycloak-jwt-checker

A little CLI tool for debugging claims contained in JSON Web Tokens (JWT) issued by Keycloak confidential clients

insurance-nowcast

ML-EM nowcasting for claims reporting delays — joint Poisson-Multinomial EM, XGBoost/GLM M-step, exposure offset, bootstrap CIs