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Data & Operations Integrity

Clean Data. Tested Code.
Continuous Operations.

We architect high-volume data pipelines, implement comprehensive test suites to prevent regression, and provide SLA-backed SRE support to keep your systems operational 24/7.

Interactive QA Sandboxsuite_integrity
Unit Tests (Jest/Vitest)
API Contract Testing (Postman/Newman)
Integration Tests (Supertest)
E2E Tests (Playwright)
Chaos Engineering (Fault Injection)
Code Coverage
35%
System Safety
15%

Transform Raw Telemetry into Reliable Analytics

We design high-throughput ETL/ELT pipelines using tools like Spark, DBT, and Airflow. We structure relational and warehouse database layouts (BigQuery, Snowflake) for sub-second query performance and configure automated MLOps pipelines to translate data science into production value.

  • Terabyte-scale message streaming processed with zero event loss.
  • 90%+ query cost reduction achieved through cluster and schema tuning.
  • Automated data drift monitoring with slack notification triggers.
iiiana_mlops_pipeline.svg
Raw Logs / Webhooks
App Databases (Postgres)
ETL Stream (Airflow Orchestration + DBT transformations)
Data Warehouse (BigQuery)
S3 Telemetry Bucket
ML Model Endpoint

Ship with Confidence. Eliminate Regression.

We design custom automated testing structures that compile with every code commit. By scripting unit, integration, and E2E browser tests, we block code regressions and ensure dependencies stay clean.

  • 85%+ Code coverage targets across core transactional pathways.
  • Simulated load testing up to 50,000 concurrent virtual users to verify database scaling.
  • 15-minute test execution suite limits to maintain development pipeline velocity.

SLA-Backed SRE Support. Continuous Operations.

We do not just deploy and disappear. Our Site Reliability Engineers (SREs) establish runbooks, configure alerts based on critical metrics (latency, saturation, error rate), and provide guaranteed response SLAs.

  • 99.9% Uptime targets written directly into operational SLAs.
  • 15-minute response times guaranteed for P1 production outages.
  • 100% containerized, version-controlled system recovery runbooks.
SLA Response SimulatorIncident Level
SEVERITY: P1Critical Incident

Core business service offline (e.g., checkout endpoint returning 500s or gateway downtime).

Escalation Checklist
1.Automated PagerDuty trigger alerts SRE lead.
2.SRE team joins war room bridge within 5 minutes.
3.Status page updated automatically.
4.Root cause analysis (RCA) delivered within 24 hours.

Secure your production systems today.

We execute comprehensive quality audits, write recovery runbooks, and optimize pipelines. Request a reliability assessment with an SRE engineer to review your setups.