BI and analytics
One set of numbers your whole leadership team agrees on
When sales, finance and operations each bring different figures to the board, the problem is rarely the dashboard. It is definitions, data quality and disconnected systems. We fix those first, then build live reporting across Zoho, Odoo and finance data that people trust and use.
- Zoho Premium Partner
- Official Odoo Partner
- ISO 9001:2015 certified
Your reporting today
How does month-end reporting feel right now?
Tick the ones that ring true. Most reporting pain traces back to two or three root causes, not dozens of separate problems.
Board packs take days of spreadsheet work
Root cause: Data is exported from each system and stitched together by hand because there is no shared reporting layer.
Cost if ignored: Senior time lost every month, and errors that nobody spots until later.
Sales and finance quote different revenue figures
Root cause: Each team uses its own definition, such as booked versus invoiced, and nobody has agreed which one leads.
Cost if ignored: Meetings spent reconciling numbers instead of deciding what to do next.
We only ever see last month's position
Root cause: Reports are produced on a monthly cycle from static exports rather than refreshed automatically from source systems.
Cost if ignored: Problems with margin, stock or cash surface weeks after you could have acted.
We have hundreds of reports but few answers
Root cause: Reports were added on request over the years without anyone asking which decision each one supports.
Cost if ignored: People ignore the reporting and go back to running on gut feel.
Nobody trusts the CRM data enough to report on it
Root cause: Required fields, stages and ownership rules were never enforced, so pipeline data is incomplete or out of date.
Cost if ignored: Forecasts become guesswork, and good data elsewhere gets dismissed alongside it.
Only one person knows how the reports work
Root cause: The logic lives in personal spreadsheets and macros, with no documentation or shared data model behind them.
Cost if ignored: Holidays or a resignation can leave the business without its key numbers.
Tick the ones that apply
Each of these has a root cause we can fix. We will start with the one that hurts most.
How we approach it
Decisions first, dashboards last
We start by asking what leadership needs to decide, then work backwards to the measures, the data and finally the visuals. SCALE sign-offs keep each stage agreed before the next begins.
01Agree the decisions
List the decisions each audience makes and how often.
What we do
We interview the board, finance and operational leads to understand which decisions they make weekly, monthly and quarterly, and what they look at today. Reports that support no decision become candidates to retire.
You receive
- Decision and audience map
- Report rationalisation list
- Priority KPI shortlist
“Which number, if it moved tomorrow, would change what you do this week?”
02Define every KPI
Write one agreed definition for each measure.
What we do
For each KPI we document the formula, source system, owner, refresh frequency and known exceptions, then get sign-off from the people who will be held to it. This is usually where conflicting numbers get resolved.
You receive
- KPI dictionary
- Named metric owners
- Signed-off definitions
“When sales and finance disagree on revenue, whose definition should win, and why?”
03Connect and model data
Bring sources together into one clean model.
What we do
We connect Zoho, Odoo, finance and operational sources, check data quality at source and build a model that applies your definitions consistently. Zoho Analytics, for example, offers native connectors for Zoho apps and for Odoo.
You receive
- Data source connections
- Data quality findings
- Documented data model
“Which source system do you trust least, and what would it take to fix it?”
04Build and validate
Create dashboards and prove the numbers reconcile.
What we do
We build board, management and team dashboards with drill-down from headline to transaction. Before launch, finance reconciles key figures against the ledger, so nobody’s first experience of the dashboard is spotting an error.
You receive
- Board and team dashboards
- Reconciliation sign-off
- Scheduled report delivery
“Which figure would you check first to decide whether to trust this dashboard?”
05Embed and evolve
Make reporting part of how meetings run.
What we do
We train each audience, align dashboards with meeting agendas and set up scheduled reports and alerts. As the business changes, we add measures, retire unused views and keep definitions under change control.
You receive
- User training
- Usage review
- KPI change log
“Which meeting will use this dashboard first, and who will lead it?”
What changes
From assembling numbers to acting on them
Month-end
Days of exports and spreadsheet stitching
Board pack refreshed automatically from source
Definitions
Every team has its own version of revenue
One documented definition per KPI, with an owner
Timeliness
Decisions made on last month’s figures
Figures refreshed on a schedule matched to the decision
Depth
Headline totals with no way to dig in
Drill down from a board KPI to individual transactions
Ownership
One analyst holds all the logic
A documented model the wider team can maintain
What we deliver
The full reporting stack, not just the charts
Dashboards are only the visible part of a reporting project. We also deliver the definitions, data connections and governance underneath that keep them reliable.
KPI framework
Agreed measures for each audience, with formulas, owners and targets documented in a KPI dictionary your team can maintain.
Data integration
Connections to Zoho apps, Odoo, accounting, spreadsheets and databases, using native connectors where they exist and APIs where they do not.
Data modelling
A clean model that joins customers, products and transactions across systems, so every report applies the same logic.
Dashboards and drill-down
Board, management and team dashboards that move from headline figures to the underlying records in a few clicks.
Scheduled reports and alerts
Reports emailed on a schedule and alerts when a measure crosses a threshold, so issues find people instead of waiting to be found.
AI-assisted analysis
Plain English questions through Ask Zia in Zoho Analytics, with answers grounded in your governed data model rather than guesswork.
Honest fit
Is this the right next step for you?
This is right for you if
- Leadership reporting takes more than a day to assemble each month
- Teams regularly argue about whose numbers are correct
- Your data lives in Zoho, Odoo, a finance system or several of these
- You are ready to agree and own KPI definitions, not just view charts
It is probably not right if
- You need a single report from one system. Built-in Zoho CRM or Odoo reports may be enough, and we can configure them.
- Your source data is badly incomplete. Start with a CRM or ERP health check, then report on the cleaned data.
- You need data science on very large datasets. A specialist data engineering partner will suit you better.
Why Thoughtlogik
Why Thoughtlogik for reporting
We know the source systems
We implement Zoho and Odoo every day, so we understand how their data is structured and where reporting problems usually begin.
Tool choice without bias
We work with Zoho Analytics, Odoo’s own dashboards and Microsoft Power BI, and recommend whichever fits your systems, skills and licensing.
Quality is a process
Our ISO 9001:2015 certified quality management means definitions, reconciliations and sign-offs are documented, not left in one person’s head or inbox.
Finance-ready validation
Key figures are reconciled with your finance team before launch, so the first dashboard leadership sees is one they can rely on.
- Zoho Premium Partner
- Official Odoo Partner
- ISO 27001 certified
- ISO 9001:2015
- Cyber Essentials
Bring us the report that takes longest to build
Show us the report or board pack that costs your team the most time. We will explain why the numbers are hard to produce and what a reliable, automated version would take.
Related services
Often combined with analytics.
FAQs
Questions buyers ask us
Should we use Zoho Analytics or Power BI?
It depends on where your data and skills sit. Zoho Analytics has native connectors for Zoho apps and for Odoo, which suits Zoho-centred businesses. Power BI often suits organisations standardised on Microsoft. Odoo’s own dashboards may be enough for Odoo-only reporting. We compare the options against your sources, users and licensing before recommending one.
Can you combine Zoho and Odoo data in one dashboard?
Yes. Many businesses run Zoho CRM for sales and Odoo for operations and finance. We bring both into one model, matching customers and products across systems, so a single dashboard can show pipeline, orders, margin and cash together. Matching rules are agreed with you, because the two systems rarely share identical identifiers.
How up to date will the data be?
It depends on the tool, the plan and the source. Zoho Analytics, for example, offers scheduled syncs from Odoo at intervals that vary by plan, from daily up to hourly on its Enterprise plan. We match refresh frequency to the decision: most board measures need daily figures, while service queues may need more frequent updates.
Do we need a data warehouse?
Not always. For many SMEs, a BI tool with native connectors is enough. A warehouse earns its place when you have many sources, large volumes, complex history or several tools reading the same data. We recommend the simplest architecture that meets your needs and explain what would trigger a move to something bigger.
Can AI answer questions about our data?
Yes, with care. Zoho Analytics includes Ask Zia, which lets users ask questions in plain English and returns reports and insights. The answers are only as good as the underlying model, so we put definitions and data quality right first. We also train users to check what an AI-generated chart is actually measuring.
How do we stop dashboards going stale after launch?
Give every KPI an owner, review usage regularly and treat definition changes as controlled changes rather than quick edits. We set this up during the Evolve phase and can run quarterly reviews to retire unused views, add new measures and keep reporting aligned with how the business is changing.
Start your project
Ready for reporting you can trust?
Tell us about your business and goals. A certified consultant will get back to you within one working day with practical next steps.
- Free, no-obligation consultation
- UK-based Zoho and Odoo partner
- Clear plan, milestones and pricing