We build reporting, analytics, and healthcare data platforms that hold up in production. That means strong models, governed definitions, and an architecture that survives upgrades, vendor change, and operational reality.
Most reporting programmes don’t fail because Power BI, Logi, or a warehouse product is “bad”. They fail because the organisation never agreed who owns the meaning of the numbers, and the reporting stack was built without an architectural boundary.
KPIs change meaning by team, report, or vendor. Leaders stop trusting outputs.
Dashboards break after PAS/EMR upgrades because queries hit unstable tables.
Direct queries impact clinical systems, creating performance and safety risk.
No one owns the model, the pipeline, and the change process after go-live.
A robust reporting capability is a system, not a dashboard. We typically deliver across these layers:
Trusted KPIs, performance tuning, and upgrade-safe models designed for executive and clinical decision-making.
Stable, repeatable operational reporting with clear definitions that remain reliable as systems evolve.
Modern pipelines for large-scale analytics, machine learning readiness, and governed data products.
Secure, scalable warehousing for multi-domain reporting with strong access control and auditability.
When you need operational data, governed APIs, and integration-grade reliability, IRIS can sit between clinical systems and analytics platforms as a practical fabric.
We design for longevity: clarity, performance, and ownership beyond go-live.
Performance-aware extraction patterns that protect clinical systems and reduce upgrade risk.
Stable models, reusable definitions, and KPI governance so leadership trusts the numbers.
Right-sized platform choices (IRIS, Snowflake, Databricks) with clear boundaries and security controls.
Change management, versioning, and run-books so reporting survives staff turnover and vendor change.
Talk directly with a senior consultant. We’ll confirm whether we can help, outline the fastest path forward, and be clear if we’re not the right fit.
Book a fit check