luminovainfotech

Analytics & BI

Data Observability

Trust your dashboards — because you know when data breaks

Bad data quietly destroys trust faster than any outage. Data observability gives you the same level of monitoring for data that you already expect for applications — and a process for responding when something is off.

What we deliver

Data Observability capabilities, end to end

Coverage and instrumentation

Instrument the right pipelines at the right granularity — and resist the urge to monitor everything badly.

  • Critical-data inventory and tiering
  • Freshness, volume, schema, and distribution monitoring
  • Anomaly detection on key metrics
  • Lineage-aware blast-radius analysis

Alerting and incident workflows

Alerts that go to the right person, with the context they need to act.

  • Routing by dataset ownership
  • Severity tiers and escalation
  • On-call schedules and runbooks
  • Post-incident reviews

Data SLOs and contracts

Service-level objectives for critical datasets — with consumer contracts that hold producers accountable.

  • SLO definition for freshness, completeness, validity
  • Producer / consumer contracts
  • Burn-rate monitoring and budget management
  • Quarterly reviews

How we work with you

Engagement shapes

Three typical ways we engage on data observability — adapted to your scope, timeline, and team.

4–6 weeks

Observability Setup

Instrument the critical-data tier and establish alerting and incident process.

8–14 weeks

Observability Program

Full program with coverage, SLOs, contracts, and team rituals.

Tools & technologies

Built on what your teams already know

We work with industry-standard tooling and open standards — no proprietary lock-in.

Observability platforms
Monte CarloBigeyeSodaAcceldataElementary
Open source
Great ExpectationsOpenLineageMarquez

Let's talk

Tell us what you're building.

Share the shape of your initiative and we'll respond within one business day with a tailored point of view — and the names of the senior people who would lead the work.

Opens in your email app — review and click Send.