Thinklytics

Reporting takes too much work

My team spends days assembling the monthly pack, and most of it is reconciliation rather than analysis.

What is actually going on

The time goes into making numbers agree before anything can be published, so faster tooling does not help. Fixing the inputs and certifying the metrics is what collapses the cycle. The reporting layer is the last step, not the first.

Who usually owns this

CFO, FP&A director, COO

How people describe it

  • "how to automate monthly management reports"
  • "combine reports from multiple systems"
  • "reduce ad hoc reporting requests"

What resolves it

  • AI Reporting Automation for Tableau & Power BI. Automate KPI summaries, dashboard commentary, anomaly detection, executive briefings, and data-quality alerts on top of Tableau, Power BI, and your warehouse.
  • Business Intelligence & Analytics Consulting. Business intelligence and analytics consulting: Tableau and Power BI on clean, governed data. Dashboards leaders trust, self-service, and BI migration done right.
  • Agentic BI Implementation Consulting. Vendor-neutral agentic BI on top of your certified metrics: natural-language questions, trusted answers, suggested actions, and governance grounded in your data.
  • Decision Support Systems Consulting. Human-in-the-loop AI for high-stakes decisions: scenario models built on certified metrics so executives can test assumptions and see defensible, traceable outcomes.
  • Data Visualization Services. Data visualization services: dashboard design, data storytelling, visualization standards, and embedded analytics in Tableau and Power BI. Senior-led, built on certified metrics.
  • Power BI Consulting Services. Expert Power BI consulting. Workspace setup, semantic model design, performance tuning, Premium and Fabric capacity sizing, and Copilot enablement.
  • Tableau to Power BI Migration Services. Tableau to Power BI migration. Structured semantic layer rebuild, Pulse Convert evaluation, ECIF and FastTrack navigation, RLS and LOD translation.
  • Tableau Pulse Consulting. Tableau Pulse consulting: Server-to-Cloud migration, metric certification sprint, subscription strategy, identity hardening, anomaly detection tuning.
  • Tableau Server Managed Services. Tableau Server and Tableau Cloud managed services. Named engineer, SLA backed retainer, upgrades, permissions, extract schedules, performance tuning.
  • Power BI Copilot Consulting. Power BI Copilot consulting. Premium P-sku vs Fabric F64 capacity sizing, semantic model certification, sensitivity labels, and DAX enablement.
  • SAP Reporting & Analytics Modernization. Keep reporting alive through your S/4HANA migration and modernize it after. BW modernization, SAP Datasphere, and Power BI and Tableau on a governed foundation.

Read up on it first

  • Why Monthly Reporting Takes So Much Manual Work. Start here. 46% of FP&A time goes to collecting and validating numbers, the highest in five years, and 59% where the data is poor. The hours are not in building the report. They are in making the numbers agree before anyone can build it, and that is a different problem with a different fix.
  • Automate Management Reporting Without New Systems. Choosing an approach. 90% of finance teams that already bought planning software still run Excel alongside it, and that figure has not moved in a year. Three routes to a shorter cycle, which step each one actually fixes, and the order of work that collapses the days.
  • How to Scope a Reporting Automation Project. Scoping the work. The baseline to measure before anyone writes a scope, what belongs in it, what gets added by accident, and the seven acceptance criteria to put in the contract as numbers rather than qualities. Five of the seven are checkable on the last day by a sponsor who never attended a working session.

Proof

14 regional definitions into one standard in 11 weeks

The certified metric layer launched in week 11, cutting reconciliation costs from $2.1M a year to under $180K. We enabled the AI readiness initiative, which kicked off six weeks after delivery. Throughout the project, clinical reporting stayed fully operational without any interruptions.

  • $2.1M, Annual reconciliation labor eliminated.
  • 11 wks, Delivery, zero disruptions.
  • 14, Regions on a single metric definition.
  • $180K, Residual annual governance cost.

Getting it approved

Reporting baseline and benefits worksheet

Other problems

What is actually going on

Who usually owns this

How people describe it

What resolves it

Read up on it first

Getting it approved

Three pieces, in the order the question usually arrives. Each one is evidence-led and names its sources.

Whoever signs this off is asking a different question from the one you are asking.

is the worksheet for that conversation. Yours whether or not you hire us.