Observability Consulting
Design, implement, and optimize production-grade observability with OpenTelemetry, Prometheus, Grafana, and SigNoz. We help teams replace expensive SaaS monitoring, cut costs 60-80%, and take full ownership of their telemetry data.
Full-stack observability across metrics, logs, and traces
Datadog/New Relic replaced with self-hosted open-source
SLO-based alerting that catches issues before users notice
Your team trained and running the platform independently
CNCF Certified
CKA & CKAD Engineers
60-80%
Cost Savings vs Datadog
8+ Years
Observability Experience
50+
Production Stacks Deployed
Trusted by organizations worldwide
Expert Observability Consulting for Cloud-Native Infrastructure
Our observability consulting services help organizations move beyond basic monitoring to full-stack visibility across metrics, logs, and traces. Whether you are building an observability practice from scratch, migrating from Datadog or New Relic to open-source alternatives, or optimizing an existing Prometheus and Grafana deployment — our engineers deliver production-proven solutions.
We specialize in OpenTelemetry-native architectures that eliminate vendor lock-in. Our team implements observability stacks on Kubernetes, deploys platforms like SigNoz and Prometheus, and designs alerting strategies aligned with SLOs — all built on CNCF best practices.
For organizations with data residency requirements — whether UK GDPR, UAE PDPL, or GCC regulations — we deploy self-hosted observability stacks that keep your telemetry data within your jurisdiction while delivering the same capabilities as global SaaS platforms.
The Hidden Costs of SaaS Observability
Datadog and New Relic bills growing faster than your infrastructure? You are not alone. We help teams take back control.
Typical Datadog infrastructure cost — multiplied across hundreds of containers and pods
Log ingestion costs that spike unpredictably with traffic and verbose microservices
Proprietary agents, formats, and query languages that make migration painful
Your telemetry data sits on vendor infrastructure — a compliance risk for regulated industries
Custom metrics pricing that punishes teams for adding the instrumentation they need
GCC organizations cannot send sensitive telemetry to US/EU data centers — self-hosted is the answer
Why Organizations Switch to Open-Source Observability
Transform your monitoring from expensive and locked-in to cost-effective and portable
Our observability consulting helps teams move from reactive, vendor-dependent monitoring to proactive, self-owned observability.
With SaaS Monitoring
- Expensive per-host and per-metric licensing
- Proprietary agents and vendor lock-in
- Data sent to third-party infrastructure
- Unpredictable bills that spike with scale
- Siloed metrics, logs, and traces
- Limited customization and cardinality caps
With Our Observability Consulting
- Open-source with zero licensing costs
- OpenTelemetry-native, vendor-neutral telemetry
- Self-hosted with full data sovereignty
- Predictable infrastructure costs you control
- Unified observability with correlated signals
- Unlimited custom metrics and retention
Observability Case Studies
Real-world results from our monitoring and observability engagements
Prometheus & Grafana Monitoring for 400+ Servers
B2B SaaS Company · Technology
Built comprehensive monitoring solution with Prometheus and Grafana, reducing MTTR and improving observability.
- MTTR: 80% Reduction
- Alert Accuracy: 95%
- System Visibility: 100% Coverage
End-to-End DevOps Transformation with 10x Deployment Increase
Jupiter Investments · Finance
Implemented end-to-end DevOps transformation with automated CI/CD, infrastructure as code, and monitoring.
- Deployment Frequency: 10x Increase
- Change Failure Rate: 70% Reduction
- Lead Time: 85% Faster
Observability Consulting Services
End-to-end expertise from strategy and assessment to production-grade implementation
Observability Strategy & Assessment
Evaluate your current monitoring maturity, identify blind spots, and design a vendor-neutral observability roadmap. We assess your logs, metrics, and traces coverage to build a plan that aligns with your DevOps objectives and compliance requirements.
- Observability maturity assessment
- MELT coverage gap analysis
- Tool selection & architecture
- Cost-benefit analysis vs SaaS
OpenTelemetry Implementation
Instrument your applications and infrastructure with OpenTelemetry — the CNCF standard for vendor-neutral telemetry. We deploy OTel collectors, configure pipelines, and ensure your telemetry data is portable across any backend.
- OTel SDK instrumentation
- Collector architecture & deployment
- Pipeline configuration & routing
- Vendor-neutral data portability
Datadog & SaaS Migration
Migrate from Datadog, New Relic, or Dynatrace to self-hosted, open-source observability stacks. We ensure zero-gap cutover with parallel running, metric parity, and typically deliver 60-80% cost savings while giving you full data ownership.
- Datadog to SigNoz/Prometheus migration
- Metric & dashboard parity mapping
- Parallel running & phased cutover
- 60-80% cost reduction
Kubernetes Monitoring
End-to-end observability for Kubernetes clusters across EKS, AKS, and GKE. We implement Prometheus Operator, kube-state-metrics, container-level tracing, and production dashboards for full cluster visibility.
- Multi-cluster monitoring
- Pod & container-level tracing
- Resource usage & cost dashboards
- Auto-discovery & service mesh
Distributed Tracing Setup
Implement distributed tracing across microservices with OpenTelemetry, Jaeger, or Tempo. We design trace sampling strategies, configure context propagation, and build trace-driven debugging workflows that reduce MTTR by up to 70%.
- End-to-end trace instrumentation
- Context propagation setup
- Sampling strategy design
- Trace-driven debugging workflows
Alerting & SLO Engineering
Design SLO-based alerting with Alertmanager that reduces noise while catching real incidents. We build error budgets, burn-rate alerts, and integrate with PagerDuty, OpsGenie, and Slack for actionable incident response.
- SLO/SLA-based alerting
- Error budget & burn-rate alerts
- PagerDuty / OpsGenie / Slack routing
- On-call runbook integration
Dashboard Engineering
Production-ready Grafana dashboards and SigNoz panels for infrastructure, Kubernetes, application performance, and business KPIs. We design actionable visualizations that help teams detect issues before users are impacted.
- Kubernetes & infrastructure dashboards
- Application performance panels
- SLO & availability views
- Business metrics visualization
Log Management & Analytics
Centralized log aggregation with Loki, OpenSearch, or ClickHouse. We configure log pipelines with Fluent Bit or Vector, implement structured logging standards, and build log-to-trace correlation for faster root cause analysis.
- Loki / OpenSearch / ClickHouse setup
- Fluent Bit & Vector pipelines
- Structured logging standards
- Log-to-trace correlation
Observability Platform Security
Secure your observability infrastructure with TLS encryption, RBAC, data masking, and audit logging. We ensure your monitoring stack meets enterprise security requirements and data residency regulations — critical for GCC and regulated industries.
- TLS & mTLS encryption
- RBAC & multi-tenancy
- Data masking & redaction
- Data residency compliance
The Observability Stack We Master
Deep expertise across the complete cloud-native observability ecosystem
OpenTelemetry
The CNCF standard for vendor-neutral instrumentation. We deploy SDKs, collectors, and pipelines that make your telemetry portable across any backend.
Prometheus
Prometheus for metrics collection, PromQL querying, and alerting — the foundation of cloud-native monitoring.
Grafana
Grafana for dashboards, data exploration, and unified visualization across all your observability data sources.
SigNoz
SigNoz — the open-source Datadog alternative with unified metrics, traces, and logs in a single platform, built on OpenTelemetry and ClickHouse.
Grafana Loki & Tempo
Lightweight log aggregation with Loki and distributed tracing with Tempo — cost-efficient, self-hosted, and deeply integrated with Grafana.
ClickHouse
ClickHouse as the high-performance columnar backend for storing and querying massive volumes of telemetry data at scale.
Our Observability Consulting Approach
A proven methodology for building production-grade observability
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Assess & Strategize
We evaluate your current monitoring maturity, infrastructure landscape, and business objectives. We identify gaps in your MELT (Metrics, Events, Logs, Traces) coverage and design a tailored observability roadmap with clear milestones.
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Architect & Instrument
Design the observability architecture — selecting the right tools, deploying OpenTelemetry collectors, configuring Prometheus scrape targets, and instrumenting your applications with SDKs for traces and custom metrics.
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Build & Integrate
Deploy the full stack: SigNoz or Prometheus + Grafana, configure alerting with SLO-based rules, build production dashboards, set up log pipelines, and integrate with your incident response workflows (PagerDuty, OpsGenie, Slack).
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Enable & Optimize
Comprehensive knowledge transfer, runbooks, and documentation. We train your team on PromQL, dashboard creation, and alert engineering. Post-handover, we optimize for performance, cost, and coverage as your infrastructure evolves.
Technologies We Integrate
Deep expertise across the cloud-native observability ecosystem
Metrics & Monitoring
Prometheus, Thanos, Grafana Mimir, VictoriaMetrics, Cortex, kube-state-metrics, Node Exporter
Distributed Tracing
OpenTelemetry, Jaeger, Grafana Tempo, Zipkin, SigNoz
Log Management
Grafana Loki, OpenSearch, Elasticsearch, ClickHouse, Fluent Bit, Vector, Fluentd
Visualization & Alerting
Grafana, SigNoz UI, Alertmanager, PagerDuty, OpsGenie, Slack, Microsoft Teams
APM Platforms
SigNoz, OpenObserve, Uptrace, Elastic Observability
Infrastructure & Deployment
Kubernetes, AWS EKS, Azure AKS, Google GKE, Terraform, Helm, Argo CD
Why Choose Our Observability Consulting
Production-proven expertise with data residency compliance
OpenTelemetry-First Approach
We build on the CNCF standard for vendor-neutral instrumentation — your telemetry data is always portable.
50+ Production Stacks
Proven experience deploying observability across startups, enterprises, and regulated industries.
UK & Gulf Data Residency
Self-hosted deployments that meet UK GDPR, UAE PDPL, and GCC data sovereignty requirements. Learn more about our data residency observability services.
Complete Knowledge Transfer
Training, runbooks, and documentation included. Your team owns and operates the platform long-term.
Trusted Observability Consulting Partner
What our clients say about our monitoring and observability expertise
"Their team helped us improve how we develop and release our software. Automated processes made our releases faster and more dependable. Tasrie modernized our IT setup, making it flexible and cost-effective. The long-term benefits far outweighed the initial challenges. Thanks to Tasrie IT Services, we provide better youth sports programs to our NYC community."
"Tasrie IT Services successfully restored and migrated our servers to prevent ransomware attacks. Their team was responsive and timely throughout the engagement."
"Tasrie IT has been an incredible partner in transforming our investment management. Their Kubernetes scalability and automated CI/CD pipeline revolutionized our trading bot performance. Faster releases, better decisions, and more innovation."
"Their team deeply understood our industry and integrated seamlessly with our internal teams. Excellent communication, proactive problem-solving, and consistently on-time delivery."
"The changes Tasrie made had major benefits. Fewer outages, faster updates, and improved customer experience. Plus we saved a good amount on costs."
Our Industry Recognition and Awards
Discover our commitment to excellence through industry recognition and awards that highlight our expertise in driving DevOps success.
Related Observability & Monitoring Services
Complete observability support across your stack
Prometheus Consulting
Expert Prometheus architecture, implementation, and migration from legacy monitoring tools
Grafana Consulting
Production-ready dashboards, data source integrations, and enterprise Grafana management
Kubernetes Consulting
End-to-end Kubernetes architecture, deployment, and cluster management across EKS, AKS, and GKE
DevOps Consulting
CI/CD pipelines, infrastructure automation, and DevOps transformation for engineering teams
Observability Consulting FAQs
Common questions about observability implementation, OpenTelemetry, and Datadog migration
What is observability consulting?
Observability consulting provides expert guidance on designing, implementing, and optimizing your monitoring, logging, and tracing infrastructure. This includes strategy and maturity assessment, tool selection (OpenTelemetry, Prometheus, Grafana, SigNoz), implementation, and ongoing optimization to give you full visibility across your distributed systems.
How much can we save by replacing Datadog with open-source observability?
Organizations typically save 60-80% by migrating from Datadog or New Relic to self-hosted stacks like SigNoz, Prometheus + Grafana, or OpenObserve. The savings come from eliminating per-host and per-metric licensing. A self-hosted stack on Kubernetes also gives you full control over data retention, sampling, and storage costs.
What is the difference between monitoring and observability?
Monitoring tells you when something is broken through predefined checks and thresholds. Observability tells you why it's broken by correlating metrics, logs, and traces (the MELT signals) to debug unknown-unknowns. Observability consulting helps you build systems where you can ask arbitrary questions about your infrastructure without deploying new instrumentation.
How long does an observability stack implementation take?
A production-ready observability stack for a single Kubernetes cluster typically takes 3-4 weeks. Enterprise implementations with multi-cluster federation, distributed tracing, long-term storage, and comprehensive dashboards usually require 8-12 weeks depending on the number of services and compliance requirements.
Can you set up a self-hosted observability stack that meets GCC data residency requirements?
Yes. We specialize in deploying self-hosted observability platforms (SigNoz, Prometheus, Grafana, ClickHouse) within your own infrastructure — on-premise or in regional cloud zones (AWS Bahrain, Azure UAE, etc.). This ensures telemetry data never leaves your jurisdiction, meeting GCC and UAE data sovereignty requirements without sacrificing functionality.
What is OpenTelemetry and why should we adopt it?
OpenTelemetry (OTel) is the CNCF standard for collecting metrics, traces, and logs. It provides vendor-neutral instrumentation, meaning your telemetry data is portable across any backend — SigNoz, Grafana Cloud, Datadog, or your own stack. Adopting OTel eliminates vendor lock-in and future-proofs your observability investment.
How do you handle migration from Datadog to SigNoz or Prometheus?
We follow a zero-downtime migration approach: first, we deploy the new stack in parallel, map existing Datadog dashboards and alerts to the open-source equivalents, instrument applications with OpenTelemetry (so data flows to both systems), validate metric parity, then perform a phased cutover. Teams typically run both systems for 2-4 weeks before fully decommissioning Datadog.
Do you provide training for our engineering teams?
Yes. Every engagement includes comprehensive knowledge transfer covering observability architecture, PromQL, OpenTelemetry instrumentation, dashboard creation, alert engineering, and operational runbooks. We also offer standalone training workshops for SRE and platform engineering teams.
Ready to Build Your Observability Stack?
Get expert guidance from our certified engineers. We respond within 1 business day.
"We build relationships, not just technology."
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Free Observability Assessment
Evaluate your current monitoring maturity and identify gaps
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Certified Engineers
CKA-certified team with 8+ years of observability experience
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No Sales Pitch
Honest technical guidance focused on your specific requirements
No sales spam—just a short conversation to see if we can help.
Submission received
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