Insights on AI governance, compliance automation, and trustworthy AI infrastructure.
August 21, 2026 · 6 min read
Only 446 AI governance roles exist across the EU versus 3,004 builder roles. Companies deploy agents at scale while governance teams don't exist yet. How to close the gap with infrastructure, not headcount.
August 21, 2026 · 7 min read
An AI agent is about to wire €250,000 to an unverified vendor. Your observability platform will log this beautifully — 200ms after the money is gone. Aira blocks it before it executes. That's the difference.
August 21, 2026 · 8 min read
AI agents are executing payments, approving loans, and managing treasury. Every agentic transaction needs a cryptographic audit trail under DORA and the EU AI Act. Here's how to build one.
August 21, 2026 · 7 min read
30% of EU insurtech deals in H1 2026 involved AI-first startups. Claims processing, fraud detection, and underwriting AI are all high-risk under the EU AI Act. How to govern insurance AI agents with cryptographic proof.
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.