Find what you need

Solution / A configurable workflow pattern

Data, reporting & dashboards

Connect operational data to reporting that people can understand, reconcile, and export.

Illustrative scenario

A program analyst opens a report and can trace a disputed number back to its source records.

The work should not get stuck here.

  • Reports depend on repeated manual spreadsheet work.
  • Different systems use different definitions for the same measure.
  • Pipeline failures are discovered when a report is missing.
  • Reports cannot be reconciled to the underlying records.

Start with the workflow. Build in increments.

  • Agree report definitions, source systems, and reconciliation rules before building dashboards.
  • Design repeatable ingestion and transformation pipelines with visible failure handling.
  • Scope dashboard access to the same program and role boundaries as source data.
  • Include export formats and data dictionary review in acceptance.

A reference foundation.

Reference architecture

A configurable core, with clear boundaries

A configurable core, with clear boundariesPortal / PWA connects to Configurable workflows connects to Services & integration connects to Data / audit / export. These are proposed architecture patterns, not a deployed customer system.Portal / PWAConfigurable workflowsServices & integrationData / audit / export

Portal / PWA → Configurable workflows → Services & integration → Data / audit / export

Pattern illustration. Hosting, identity, storage, and control requirements are selected for each engagement.

Explore the configurable core

Controls to agree during design.

  • Define least-privilege access to source and reporting data.
  • Propose pipeline validation, event logging, and reconciliation checks.
  • Agree retention and reporting refresh requirements instead of assuming real-time delivery.
Review assurance status

Routine changes within your control.

Proposed configurable areas, subject to the agreed architecture, role model, and acceptance criteria.

Report definitionsReference mappingsDashboard viewsScheduled exportsValidation thresholds

Plan the exit path from the start.

Offer pipeline source, schemas, a data dictionary, export samples, reconciliation tests, and operations runbooks.

See transition deliverables

Design targets.

Targets are proposed acceptance intentions, not delivered performance results.

  • Reports use agreed definitions and can be reconciled.
  • A failed ingestion is visible to the responsible team.
  • The customer can operate and change reporting after transfer.

Start a conversation

Let’s make the complex work better.

Tell us where the work gets stuck. We’ll start with the workflow, the people, and the constraints.

Talk through your workflow