Insights on AI governance, compliance automation, and trustworthy AI infrastructure.
June 10, 2026 · 7 min read
Article 12 mandates automatic logging of AI system activities. Aira's authorize/notarize flow creates a cryptographic audit trail with Ed25519 receipts, RFC 3161 timestamps, and compliance report generation — satisfying every requirement with two API calls.
June 10, 2026 · 8 min read
Database logs are self-attested records the operator can edit at will. Cryptographic receipts — Ed25519 signatures, RFC 3161 timestamps, Merkle tree settlements — provide tamper-proof, independently verifiable proof that regulators and courts actually accept.
June 10, 2026 · 6 min read
Governance doesn't mean slowness. Docker-rollout, Traefik health-aware routing, and blue-green container deploys give Aira 95μs overhead and zero-downtime updates — no request dropped, no maintenance window.
June 10, 2026 · 7 min read
Single-model decisions are risky — hallucinations go unchecked, drift is invisible, and bias propagates unchallenged. Aira's consensus scoring with 2-3 models from different providers catches disagreements with real examples from lending, code review, and content moderation.
June 10, 2026 · 8 min read
Not every organization can send governance decisions to a cloud API. Aira's BYOM feature supports vLLM, Ollama, and TGI with verified models — Llama 4, Gemma 4, Qwen3, DeepSeek-R2 — for full data sovereignty and self-hosted inference.
June 2, 2026 · 6 min read
Most DICOM anonymizers strip everything — including the clinical data researchers need. Aira's PS3.15 Annex E implementation keeps birth dates, gender, study dates, and body measurements while removing all 52 identifying tags. Plus pixel redaction for burned-in text.
June 1, 2026 · 5 min read
Text, images, PDFs, DICOM — four file types, one API. NER + 43 regex patterns + optional AI review catch SSNs, IBANs, medical records, and credentials before they leave your infrastructure. Redact, tokenize, block, or flag.
April 24, 2026 · 8 min read
GitHub Copilot writes 12 comments on a PR. Three contradict each other. One suggests removing a security check. How Aira's policy engine, consensus scoring, and content scanner bring control to AI-assisted code review.
April 17, 2026 · 4 min read
Aira Gateway is a transparent proxy that adds Ed25519 receipts, policy gating, and content scanning to every LLM call. One URL change, zero code changes.
April 17, 2026 · 5 min read
DORA applies to 22,000+ EU financial entities. Aira covers the three obligations that matter for AI: incident reporting with signed PDFs, structured vendor registers, and append-only resilience test logs.
April 6, 2026 · 8 min read
AI agents make consequential decisions with no oversight, no audit trail, and no proof. Aira adds governance as infrastructure — multi-model consensus, policy enforcement, human-in-the-loop approval, and cryptographic receipts in one API call.
March 10, 2026 · 5 min read
SR 11-7 demands independent model validation and documentation. Most banks spend months on manual reviews. Aira reduces it to a single API call.