Steering towards a single truth with Claude and Zoho Analytics
Bring data from multiple sources together, centrally define KPI definitions, and let Claude help with analyses, reports, and management insights — operational in two weeks.
×
The problem
Sales works from CRM, finance looks at standalone exports, support at tickets, and management is sent screenshots. Meetings are about numbers instead of decisions.
Data is spread across multiple systems, causing every department to build its own version of the truth — and no one knows for sure which figures are correct.
KPIs are not calculated the same way everywhere. Revenue, margin, or workload turn out slightly differently per team, leading to endless discussions about definitions.
Reports are manual, delayed, or too dependent on one person — while the business actually wants to be able to steer faster.
Trends are only noticed when they are already causing pain. Beautiful dashboards are underutilized because no one knows for sure whether the underlying definitions are still the same.
What does this sprint yield?
A central control layer where data converges, KPIs are uniformly defined, and Claude helps translate questions into insights faster.
Source data comes together in a single analytics workspace. Teams operate from the same starting point — no more comparing separate exports.
The most important metrics are defined centrally. Management, sales, finance, and operations look at the same definitions — instead of four different versions of the same truth.
Not just numbers, but also context and focus. Claude translates issues into analyses, queries, visuals, and management summaries faster.
You see sooner where revenue is slipping away, margins are under pressure, or processes are grinding to a halt — so you can make adjustments before it ends up in a spreadsheet a month later.
What does it do
A smart analytics layer on top of your existing data. Not as an extra dashboard to be parked somewhere, but as a central place where data comes together, is logically modeled, and translated into usable reports.
Core functionality
- Connect or import data sources into Zoho Analytics
- Query tables for combined datasets and logical analyses
- Aggregate formulas and metric definitions for consistent KPIs
- Chart, pivot, and summary reports for various steering questions
- Management dashboard based on key reports
- Engaging Claude for analysis, summaries, and interpretation
Integrations
- Zoho Analytics workspaces, tables, query tables and reports
- Zoho apps, files, databases, or other relevant data sources
- Exports of views and dashboards (PDF, Excel, image or HTML)
- Claude as analysis assistant on top of the analytics layer
Similar to
An analyst available 24/7 to bring data together, identify anomalies, and translate questions about figures into concrete insights — without relying on a single person or manual exports.
Implementation step-by-step plan
We start with a clear steering theme and build a working analytics layer from there — small enough to see value quickly, solid enough to expand on later.
Inventory and steering question
3 hours
We determine which question this sprint needs to solve: better control over sales performance, financial management, service tax, or a management overview. We also determine which data sources and KPIs are required for this.
Delivery: Scope document with steering theme, data sources, and KPI set
Setting up workspace and data sources
1 day = 8 hours
We set up the analytics workspace, connect or import the agreed data sources, and establish the basic structure. Where necessary, we combine tables and establish relationships between datasets.
Delivery: Working analytics workspace with basic data model
Building metrics, queries, and reports
8 hours
We build the most important query tables, aggregate formulas, and reports. This creates a first management layer that not only displays data but also logically aligns with your steering style.
Delivery: First set of steering metrics and reports
Dashboard, review and handover
1 hour
We consolidate the most important reports into a dashboard, test the results with real-world examples, and review with the team how to use Claude and Zoho Analytics together for follow-up questions and periodic reviews.
Delivery: Live dashboard with explanation and handover
Do you want to know if this sprint suits your organization?
Schedule an introductory meeting. We will then look together at which steering theme yields the most results and how small we can start without diminishing the value.
Practical example
Business Services | Management Team + Sales + Finance
Situation: Management received separate monthly exports from CRM, financial figures from a separate system, and operational insights from separate overviews. As a result, it took a lot of time to create a single overall picture, and meetings frequently focused on definitions rather than actions.
Approach: We set up a single Zoho Analytics workspace where multiple data sources converged. Next, we centrally captured the key steering metrics, built query tables for combined analyses, and created reports for pipeline, revenue, margin, and workload. Claude then helped to translate questions about anomalies and trends more quickly into concrete analyses and management summaries.
Result: Fewer separate exports, less discussion about definitions, and faster insight into what needs attention. The team had one central control layer instead of five semi-reliable overviews. Results vary by organization and data quality.
Frequently Asked Questions
Is this intended as a complete BI project?
No. This sprint is specifically designed to start small and focused. We choose one clear steering theme and build a working analytics layer for it, so that you see value first before expanding further.
Can we combine multiple data sources?
Yes. That is precisely where there is a lot of value. The sprint is suitable for bringing together data from multiple sources, as long as we clearly choose in advance which sources and KPIs are truly necessary for the chosen steering objective.
Is this also interesting without your own data analyst?
Especially then. This sprint is designed to lower the barrier, so that you do not remain dependent on separate exports, Excel work, or specialized BI capacity for every steering question.
Do we need extra licenses or subscriptions?
You need a Zoho Analytics license and a Claude API subscription. During the intake, we calculate your expected usage so you know which plan is suitable. We only make minimal adjustments to your existing Zoho environment.
Ready to steer towards one truth?
Schedule an introductory meeting. We will review your data situation together and determine which steering theme has the greatest impact.
Schedule an introductory meetingFrom start to live
2 weeks
Start small
1 steering theme
Your team learns it immediately.
Incl. training
Certainty in advance
This sprint has a fixed scope. What is included is listed below; we will discuss anything outside of it in advance so you know what to expect.
Included
- Intake interview and scope definition
- 1 analytics workspace for 1 steering theme
- Linking or importing 1 to 3 data sources
- Setup of metrics, query tables, and reports
- 1 management dashboard
- Brief handover and training
Not included
- Large enterprise-wide data warehouse projects
- Heavy data cleaning outside the agreed scope
- Extensive write-back automation to other apps
- Complex custom work for custom connectors
- License and API costs of Claude or Zoho Analytics