Why SRE & Observability Matter
Modern systems require more than monitoring—they need end-to-end visibility, automation, and operational discipline.
Engineering teams rely on SRE to ensure systems are:
Incidents are detected before customers notice.
Clear Service Level Objectives (SLOs) guide engineering investments.
Playbooks, runbooks, alerts, and response pipelines reduce manual firefighting.
Self-healing infrastructure prevents cascading failures.
Systems adapt to user growth without degrading performance.
Most organizations struggle with reactive operations, no clear KPIs, scattered monitoring tools, and unpredictable outages.
Xotiv removes these blockers with battle-tested SRE & observability frameworks.
We provide a complete reliability engineering practice tailored to your product stage, scale, and growth projections.
Monitoring & Alerting Engineering
Modern, actionable visibility for every layer of your stack.
Includes
- Metrics instrumentation (Prometheus, CloudWatch, Grafana, Datadog)
- Log aggregation & correlation (ELK, Loki)
- Intelligent alerting (threshold, anomaly, predictive)
- Dashboards for engineering, leadership & operations
Outcomes
- Faster incident detection
- Zero noise alerts
- Real-time health visibility
Distributed Tracing & Observability
Deep visibility into microservices and distributed architectures.
Capabilities
- OpenTelemetry instrumentation
- Jaeger / Tempo / X-Ray tracing
- Span & latency diagnostics
- Root-cause mapping across services
Outcomes
- Pinpoint failures instantly
- Improve performance bottlenecks
- Full request-path transparency
SLO / SLA Design & Error Budgets
Data-driven reliability targets aligned to business outcomes.
Deliverables
- SLO definition (latency, availability, throughput)
- Error budget planning & policy creation
- Reliability scorecards
- Executive reporting
Outcomes
- Predictable reliability roadmap
- Balanced innovation vs. stability
- Improved stakeholder trust
Incident Response & On-Call Automation
Reduce chaos and improve response speed.
Includes
- Automated on-call rotation setup
- Escalation policies
- Incident playbooks & runbooks
- Post-incident review automation
- ChatOps workflows (Slack, Teams, PagerDuty)
Outcomes
- Faster MTTR
- Fewer repeated incidents
- High-confidence operations
Resilience & Fault-Tolerance Engineering
Build systems that withstand failures gracefully.
Approach
- Chaos engineering simulations
- Load & stress testing
- Failover systems & auto-healing
- Capacity planning & forecasting
Outcomes
- High availability (HA) architecture
- Consistent performance under load
- Reduced production emergencies
Observability Platform Engineering
Setup, scale and manage centralized observability platforms.
Capabilities
- Self-hosted or managed observability stack
- Data pipelines & retention strategies
- Event correlation & analytics
- Cost-optimized logging & monitoring
Outcomes
- Unified operational visibility
- Predictable monitoring spend
- Seamless integration across teams
Process — How Xotiv Delivers SRE & Observability
Analyze current monitoring, uptime, alert configurations, SLAs, risks.
Define SLOs, observability gaps, automation opportunities.
Deploy monitoring, tracing, dashboards, alerting, on-call workflows.
Build SLO dashboards, runbooks, playbooks, ChatOps automation.
Run stress tests, failover tests, resilience validations.
Iterative tuning, incident reviews, capacity forecasting, SRE coaching.
Explore new services
Case Studies
ReadMyRhythm
InspireX
Sitenna
Immilink
Elevate
BathBoat
SnT Properties
Affco
Turf Assistant
UHC
Teen Therapy
Cultural Saree
Fuudie
Engagement Models
SRE Discovery Assessment (Short-Term)
Full reliability audit, SLO design, observability gaps, and strategic roadmap.
SRE Implementation Program (Project)
End-to-end observability setup, tracing, monitoring, reliability automation.
Managed SRE / 24×7 Operations
Xotiv runs on-call, monitoring, response, dashboards, and reporting.
Dedicated SRE Engineers
Augment your team with senior SRE & observability experts.
Why Xotiv
- Proven SRE implementations across high-scale SaaS, fintech & retail
- Deep observability expertise (Prometheus, Grafana, ELK, Jaeger, Datadog)
- Strong automation-first mindset
- Error-budget driven engineering discipline
- Clear operational KPIs and transparent reporting
- 24/7 on-call capability with global DevOps coverage
Frequently Asked Questions
1. Do you set up full monitoring dashboards and alerts?
Yes — metrics, logs, tracing, dashboards, and alerts are included.
2. Can you help define SLAs and SLOs?
Absolutely — we create SLOs, SLAs, and error-budget policies
3. Do you support 24/7 on-call monitoring?
Yes — Xotiv provides managed SRE operations and escalation workflows.
4. Can you integrate with our existing observability tools?
Yes — we work with Datadog, New Relic, ELK, Prometheus, Grafana, and others.
5. How long does an SRE implementation take?
Most organizations start seeing results in 4–10 weeks, depending on scope.
Let’s build a resilient, observable, high-uptime system for your product.
Tarun Kumar
India Office 
A, 152, Sector 63 Rd, Industrial Area, Sector 63, Noida, Uttar Pradesh 201309
US Office 
Canada Office