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NirikshaAI
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AI-Native Observability Platform

Know what's wrongbefore your users do.

Catch anomaliesbefore they escalate.

Root cause foundin seconds, not hours.

Every signal.One AI-powered view.

Ship with confidence.Recover in minutes.

Niriksha's AI engine correlates every log, trace, and metric — surfacing root cause automatically before incidents escalate.

Get Started FreeSee How It Works
1M+signals/sec
99.9%uptime SLA
< 2sAI latency
SOC2certified
Self-hostedor cloud
scroll to explore

Command center

Every signal. One platform.

Logs, traces, metrics, and AI insights — unified in a single observability platform.

Structured Log Search
Full-text and field-based search across billions of log lines in milliseconds.
level:error service:payment-svc
ERRORpayment-svcconnection pool exhausted
WARNredislatency p99 exceeded threshold
INFOauth-svctoken validated successfully
INFOpostgresquery executed in 12ms
WARNapi-gatewayupstream response slow
ERRORworker-svcjob retry limit reached
INFOnotif-svcemail dispatched id=msg_4829
DEBUGauth-svccache hit for session token
showing 8 of 1,247 results
Distributed Tracing
End-to-end request traces with span-level latency breakdown.
api-gateway
841ms
auth-svc
235ms
payment-svc
604ms
redis
152ms
postgres
320ms
worker-svc
168ms
notif-svc
101ms
Total: 841ms · 7 spans · 1 errorView trace →
Metrics & Dashboards
Ingest and visualize high-cardinality metrics at any scale.
8ms
avg query latency
↓ 34%
vs last week
Last 1h
12:0012:1512:3012:4513:00
P50: 4msP95: 18msP99: 42ms1M+ pts · 15s res
Dashboards & Widgets
Build custom dashboards with live metric widgets, SLO tracking, and Apdex scoring.
Request Rate
4.1k/s+8%
Error Rate
0.12%-40%
P95 Latency
142ms+3ms
Apdex Score
0.97→
CPU Usage
38%-5%
Throughput
2.8k+12%
API Uptime
99.97%
Error Budget
84%
6 dashboards · 24 widgets · auto-refresh 30s
Smart Alerting
Noise-reduced alerts with automatic deduplication and incident grouping.
P1
Payment Service Degraded
payment-svc
3m ago
P2
Redis Latency Threshold
redis
8m ago
P3
High Memory Usage
auth-svc
22m ago
P3
Disk I/O Spike Detected
postgres
35m ago
5 active · 18 resolved todayView all →
Service Map
Auto-discovered topology showing real-time health of every dependency.
api-gate..
auth-svc
payment..
notif-svc
redis
postgres
worker-svc
5 healthy1 degraded1 error
Live →
OpenTelemetry native
LLM-driven insights

Zero instrumentation required

One install. See everything.

Deploy a lightweight eBPF host agent and Kubernetes agent to auto-collect every signal — no restarts, no code changes. Or use any OpenTelemetry SDK.

App Layer
HTTP/1.1·HTTP/2·HTTP/3 · QUIC·gRPC·WebSocket·Thrift·GraphQL·REST · JSON·tRPC·JSON-RPC·XML-RPC·Protobuf·HTTP/1.1·HTTP/2·HTTP/3 · QUIC·gRPC·WebSocket·Thrift·GraphQL·REST · JSON·tRPC·JSON-RPC·XML-RPC·Protobuf·HTTP/1.1·HTTP/2·HTTP/3 · QUIC·gRPC·WebSocket·Thrift·GraphQL·REST · JSON·tRPC·JSON-RPC·XML-RPC·Protobuf·
Data Stores
PostgreSQL wire·MySQL protocol·Redis RESP3·MongoDB wire·ClickHouse binary·etcd gRPC·Memcached text·Elasticsearch HTTP·Cassandra CQL·CockroachDB·ScyllaDB·RocksDB·PostgreSQL wire·MySQL protocol·Redis RESP3·MongoDB wire·ClickHouse binary·etcd gRPC·Memcached text·Elasticsearch HTTP·Cassandra CQL·CockroachDB·ScyllaDB·RocksDB·PostgreSQL wire·MySQL protocol·Redis RESP3·MongoDB wire·ClickHouse binary·etcd gRPC·Memcached text·Elasticsearch HTTP·Cassandra CQL·CockroachDB·ScyllaDB·RocksDB·
Messaging
Kafka protocol·RabbitMQ AMQP·NATS JetStream·MQTT 5.0·Apache Pulsar·ActiveMQ·AWS SQS/SNS·Azure Service Bus·Google Pub/Sub·ZeroMQ·Redis Streams·NATS KV·Kafka protocol·RabbitMQ AMQP·NATS JetStream·MQTT 5.0·Apache Pulsar·ActiveMQ·AWS SQS/SNS·Azure Service Bus·Google Pub/Sub·ZeroMQ·Redis Streams·NATS KV·Kafka protocol·RabbitMQ AMQP·NATS JetStream·MQTT 5.0·Apache Pulsar·ActiveMQ·AWS SQS/SNS·Azure Service Bus·Google Pub/Sub·ZeroMQ·Redis Streams·NATS KV·
Linux · Infra
eBPF L4/L7·TLS 1.3 decrypt·OpenSSL uprobes·cgroups v2·DNS · UDP/TCP·TCP flow·UDP datagrams·systemd journal·procfs · sysfs·perf events·kprobes·tracepoints·eBPF L4/L7·TLS 1.3 decrypt·OpenSSL uprobes·cgroups v2·DNS · UDP/TCP·TCP flow·UDP datagrams·systemd journal·procfs · sysfs·perf events·kprobes·tracepoints·eBPF L4/L7·TLS 1.3 decrypt·OpenSSL uprobes·cgroups v2·DNS · UDP/TCP·TCP flow·UDP datagrams·systemd journal·procfs · sysfs·perf events·kprobes·tracepoints·
Kubernetes
pod crashes·OOM kills·K8s events·HPA scale events·CRI logs·kubelet metrics·node pressure·PVC events·ingress access·admission webhooks·resource quotas·network policies·pod crashes·OOM kills·K8s events·HPA scale events·CRI logs·kubelet metrics·node pressure·PVC events·ingress access·admission webhooks·resource quotas·network policies·pod crashes·OOM kills·K8s events·HPA scale events·CRI logs·kubelet metrics·node pressure·PVC events·ingress access·admission webhooks·resource quotas·network policies·
AI · GPU
LLM token usage·model latency·GPU utilisation·CUDA kernels·VRAM pressure·cost per call·prompt tokens·completion tokens·RAG retrievals·tool calls·agent steps·MCP sessions·LLM token usage·model latency·GPU utilisation·CUDA kernels·VRAM pressure·cost per call·prompt tokens·completion tokens·RAG retrievals·tool calls·agent steps·MCP sessions·LLM token usage·model latency·GPU utilisation·CUDA kernels·VRAM pressure·cost per call·prompt tokens·completion tokens·RAG retrievals·tool calls·agent steps·MCP sessions·
What's inside

Everything you need to observe, understand, and act

One platform. Zero blind spots — from raw telemetry to AI-powered insights.

01

Unified Telemetry

Logs, traces, and metrics through a single OTEL-native endpoint. Search across billions of events in milliseconds — no silos, no glue code.

3signals in one endpoint
OpenTelemetryClickHouseREST API
02

AI Root Cause Analysis

Automatic incident investigation that correlates signals across all telemetry. Root cause found and explained before your team opens a war-room.

95%fewer war-rooms
Auto-correlationSignal fusionAI-generated insight
03

LLM Observability

Trace every model call — latency, tokens, cost, errors. Full visibility into agents, RAG pipelines, tool calls, and MCP sessions.

100%LLM call coverage
Cost trackingAgent flowsRAG tracing
04

Intelligent Alerting

Context-aware alerts with automatic dedup and incident grouping. Route P1–P3 to Slack, PagerDuty, email, or webhooks — only signal, no noise.

80%noise reduction
Auto-dedupPagerDutySlackWebhooks
05

Self-hosted & Enterprise

Deploy on your own infra. RBAC, SSO via OIDC and SAML, per-project ClickHouse storage isolation, and full audit logs — all built in.

0data leaves your cloud
RBACOIDC / SAMLAudit logsAir-gap
06
NEW

AI Detection & Response

AIDR scans every LLM interaction for prompt injection, jailbreaks, PII leakage, and toxic content — with automatic incident creation and audit trail.

20+threat patterns
Prompt injectionPII detectionJailbreak guard
Pricing

Transparent pricing, launching soon.

We're finalizing our plans. Early adopters get 30% off, forever. Leave your email and we'll notify you the moment pricing goes live.

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SaaS
Managed cloud, no ops overhead
Enterprise
Self-hosted + compliance
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