Purpose-built for AI teams in production

Build, monitor, and scale AI applications with confidence

Custom AI solutions, AI-based analytics, observability, and automation for modern systems—from development to production. Integrate your stack, track behavior, and resolve incidents faster than ever!.

Works with your stack

Elastic
OpenCV
YOLO
Kafka
Prometheus
Kubernetes
Pipeline: Inference
status
Healthy

Latency & Errors

Last 60 minutes

Recent Events

Autoscaler raised to 12 pods (p95 latency > 180ms)
12:41:03 UTC
Anomaly detected in region us-east-1 (error rate spike)
12:37:12 UTC
Consul health check recovered for cache-service
12:30:21 UTC
Zookeeper quorum stable (5/5)
12:16:48 UTC
Signed in as ops@sevenfire.ai

Trusted across data, platform, and MLOps teams

Realtime NLP
Vision Ops
FinTech AI
Health ML
Gaming
E‑commerce

What we do

End‑to‑end visibility for AI workloads, proactive automation, and resilient infrastructure operations.

Analytics

Track model performance, data drift, cohort metrics, and experiment results with flexible dashboards and alerts.

  • p50/p95 latency, throughput, cost, SLOs
  • Experiments & variant comparisons
  • Drift and anomaly detection
  • CV metrics: mAP, IoU, precision/recall

Monitoring & Automation

Unified telemetry, incident routing, and playbooks. Integrate logs, metrics, traces, and service discovery.

  • Elastic-compatible log analytics
  • Alerting, on‑call, runbooks
  • Auto-remediation via playbooks

DevOps & AIOps

Provisioning, configuration, and rollout strategies that keep ML services reliable and cost‑efficient.

  • CI/CD pipelines, blue‑green & canaries
  • Service mesh, discovery, and config
  • GPU orchestration & autoscaling

Governance & Reliability

Access controls, audit trails, lineage, and SLO‑driven operations for compliant AI systems.

  • SSO, RBAC, secrets
  • Audit & lineage
  • Policy & SLAs

Unified telemetry for AI systems

Connect your logs, metrics, traces, and events. Enrich with model metadata, inputs/outputs (including CV frames and embeddings), and infra signals. Correlate issues across application and platform layers.

Correlated timelines
Span stitching across inference, feature stores, queues, and databases.
Turnkey integrations
Drop‑in collectors for popular telemetry and orchestration ecosystems.
AIOps
Noise reduction, automated triage, and suggested remediations.
Services
API Gateway
Inference (LLM/CV)
Feature Store
Queue
Vector DB
Cache
Telemetry
Logs
Metrics
Traces
Control plane
Alerting
Playbooks
SLOs
Access
SDKs: Python, JS, Go
Cloud or self‑hosted

Expert services

Engage our team for deployments, migrations, and advanced automation.

Observability rollouts

Deploy log/metric/trace pipelines, index strategies, and retention policies tuned to cost and scale.

  • Index templates & ILM
  • Sampling & tail‑based tracing
  • High‑cardinality safeguards

AIOps automation

Noise reduction, correlation, and automated remediation tailored to your SLOs and playbooks.

  • Alert dedup & routing
  • Predictive incident detection
  • Runbook automation

Platform engineering

Design scalable, secure, and compliant infrastructure for AI—automation first.

  • Service mesh & discovery
  • Multi‑region rollouts
  • Security & governance

Stories & resources

Guides, architectures, and case studies from production AI teams.

Ops
Guide

Designing observability for high‑QPS inference

Sampling strategies, index design, and on‑call ergonomics.

Read more
AI
Case Study

Reducing P95 latency 37% with adaptive autoscaling

Closing the loop from SLOs to infrastructure in real‑time.

Read more
Data center
Playbook

Incident response for AI: from signal to fix

Runbooks that codify expertise and reduce MTTR.

Read more

See it in action

Request a guided walkthrough tailored to your architecture and SLOs.

Included in demo
  • Latency & error analytics
  • Automated playbooks
  • Root cause exploration
  • Multi‑tenant controls

Get in touch

Tell us about your stack and goals. We’ll follow up within one business day.

Remote‑first, global delivery
Enterprise and startup programs
hello@sevenfire.ai
We respond quickly
Popular integrations
Elastic OpenCV YOLO Kafka Prometheus Kubernetes
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