See the signal before it becomes an incident.
MIRA monitors your systems, detects abnormal behaviour, correlates security & reliability signals, and helps teams resolve issues before they impact care.
Built on a real, production-grade stack
A real-time log intelligence & security observability platform.
MIRA ingests live log streams, mines templates online, learns an adaptive baseline of normal behaviour, and fuses statistical, template and security detectors into explainable, correlated incidents — streamed to your team in real time.
From signals to solutions.
Ingest
Rotation-safe file tailer, synthetic + CloudWatch sources — one interface, no missed or duplicated lines.
Normalize
Untrusted log lines → strongly-typed LogEvent (JSON, access-log, plain text).
Template Mining
Drain3 online clustering assigns template IDs and flags never-seen signatures.
Feature Engine
Multi-scale windows (5s→1h): error/latency rates, p50/p95/p99, entropy, concentration.
Adaptive Baseline
EWMA + MAD, contamination-guarded, fast/slow drift — learns normal, resists poisoning.
Detect + Secure
Robust-Z, EWMA & rate detectors + a security rule engine of attack signals.
Anomaly Fusion
Weighted fusion → score, confidence, contributing detectors, explainable evidence.
Incidents
Dedup + correlate + lifecycle, streamed live over WebSocket, mirrored to AWS.
Detection you can actually trust.
Adaptive baseline
Self-learning normal behaviour with robust MAD statistics that survive spikes.
Security signals
Brute-force, credential-stuffing, API abuse, injection & traversal — flagged, never falsely confirmed.
Explainable alerts
Every anomaly answers WHAT · WHY · HOW MUCH · WHERE · evidence.
Incident correlation
Fingerprint dedup + time/service correlation — one incident, not 500 alerts.
Real-time streaming
Redis event bus → WebSocket fan-out with backpressure, sub-second to the UI.
Attack simulator
Nine realistic scenarios drive the live pipeline for demos and testing.
Built for every part of hospital infrastructure.
EMR Systems
Detect anomalies in EMR availability, latency and error patterns.
PACS (Radiology)
Monitor image server uptime, DICOM transfer failures and delays.
LIS (Lab Systems)
Track lab result processing, interface failures and queue backlogs.
Pharmacy Systems
Detect failures in dispensing, inventory sync and prescriptions.
Billing & Insurance
Monitor claim processing, payment gateway health and transactions.
Network & Infrastructure
Track servers, APIs, databases and critical dependencies.
The real engine under the hood.
Not a mockup — a modular monolith running FastAPI, PostgreSQL and Redis with a live detection pipeline and WebSocket streaming.
Stay ahead of every incident.
One platform. Complete visibility. From clinical to operational systems.
Launch Console