BI pilot phase: from use case to an actively used, value-adding dashboard in 90 days

A BI pilot prevents an initiative from turning into an endless implementation project: instead of tackling all departments, all sources, and all metrics at once, it proves the value of a single use case. This approach is established among solo entrepreneurs, SMEs, and large enterprises alike.

Ninety days are long enough for real data connections, real parallel operation, and a well-founded decision. At the same time, they are short enough to use attention and budget effectively.

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This article takes you through the 90 days operationally: how to select the right use case, what to do in each of the four phases, which milestone concludes each phase, and how to recognize when you should stop or adjust course. Develop a BI strategy provides the overall strategic framework. Here, the implementation of the first cycle becomes concrete.

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Why a pilot instead of a project

A project implements a decision that has already been made. A pilot tests whether the decision is right and delivers the first usable result on which you can plan and build reliably.

This produces three advantages that matter especially in the context of larger organizations such as SMEs:

• Limited risk: If a pilot fails, only a few weeks and a manageable budget are affected. It is not a months-long initiative involving multiple departments.
• Fast evidence: After twelve weeks, you do not have a concept but a working dashboard with real numbers. Instead of theory, practical value convinces through real experience and evidence.
• Less resistance: A team that sees a working pilot discusses expansion instead of fundamentals.

In addition, a finding from user research argues against large-scale implementations:

Fact

According to the BARC user survey, the fastest-implemented BI projects deliver the highest business value, while projects with long implementation times achieve fewer benefits.

Source

Speed is a quality characteristic. The pilot is the method for organizing that speed. It makes it easier to gather feedback, adjust the strategy and implementation, and achieve faster and greater success.

Prerequisite: choose the right use case

Once the right BI strategy is in place, the next step is selecting the first use cases. The table shows the five criteria that identify a good pilot case. The more of them apply, the stronger the choice.

The classic fit for an SME is recurring management or marketing reporting: the effort is known, the recipients are identified, and the value becomes apparent quickly. If several candidates are suitable, ask: for which report would the elimination of manual work be noticed most quickly? Where could the data provide the most value for decisions?

It helps to create a prioritized list of use cases for further expansion.

The 90-day plan at a glance

Planning the phases with a clear purpose and one verifiable milestone each helps. The table shows one possible framework; the sections that follow cover each phase in detail.

This keeps responsibilities, tasks, and time commitment manageable. A realistic commitment is a few hours per week for one responsible person, plus occasional support. A pilot project like this can be handled internally, but it needs a fixed place in the responsible person’s calendar.

Afterward, the solution is expanded to more departments. Managers should remain in continuous dialogue with their teams, encourage feedback, and optimize their processes, dashboards, and operations accordingly.

The four phases in detail

Phase 1 (day 1–14): lock down the use case and metrics

Record the following in a brief: the pilot’s guiding question, responsibilities, recipients, required metrics and their definitions, data sources, and target cadence. One page is enough. It must have been discussed with the users and recipients.

Data availability and connection are decisive. Which data is available, which data do we still need, and how do we connect it to our business intelligence solution?

Responsibilities, roles, and permissions should be clearly defined. You need to clarify who can see which data and who makes adjustments. You should also establish a framework for feedback and optimization. Managers embed the solution in existing processes such as meetings and performance reviews. Employees adapt their processes accordingly and are actively involved in designing the new processes.

Definitions must be clear. “Revenue” can mean order intake, invoicing, or cash received. For each metric, define what it measures, where it comes from, and who is responsible for it. Clear targets for these metrics create clarity for everyone involved (the underlying system is explained in Data and KPIs in BI).

Milestones: The brief is approved, and all sources are confirmed as accessible.

1. The data sources are confirmed as accessible
2. Responsibilities, roles, and permissions are defined
3. The relevant metrics and targets are defined

Phase 2 (day 15–45): connect and build

Connect the sources from the brief to the application using a connector, upload, or API. For each source, use a sample to check whether the transferred values match the source system (the process is described in Connecting data sources).

Use dashboard templates where available and focus on the essentials: the dashboard should answer the targeted guiding questions. Do not add more without a reason “because the data is already there.” Extensions come after the pilot and in consultation with users (for design guidance, see Build effective dashboards).

This phase is also the solution’s test phase if the tool decision is still open. Missing connectors, unclear permissions, and awkward operation are identified early here, and appropriate corrective action can be taken if necessary.

Milestones:

1. The dashboard shows real data
2. A sample from each source matches the source system

Phase 3 (day 46–75): run in parallel and validate

As a rule, parallel operation should not be skipped. For four to six weeks, the dashboard and the previous report run side by side because discrepancies become visible here and can be corrected: every identified difference should be investigated accordingly.

Usage begins in parallel. Give recipients access, plan the integration into existing processes, and introduce it to your team. For example, integrating it into recurring meetings is useful.

Create an open feedback and optimization culture during this phase and ideally collect questions and requests in writing. They provide the foundation for clean integration, further optimization, and subsequent expansion. They also reveal whether the dashboard is understood and used.

Milestone:

1. Parallel operation has been planned strategically, and usage is integrated into existing processes
2. The team received an introduction tailored to the use case
3. Everyone involved has the appropriate access and permissions, and responsibilities and points of contact are clear
4. A clear feedback culture has been introduced and is actively encouraged

Phase 4 (day 76–90): evaluate and decide

The final outcome is a documented decision: roll out, adjust, or stop. It is based on the measured criteria in the next section.

If the decision is to expand, it should include a concrete next scope: the next use cases, the next recipient group, and the date. Ideally, these processes should be planned, implemented, and evaluated using targets based on the SMART framework.

Milestone:

1. Clear usage and success metrics are available
2. They are used to decide whether the pilot project is marked as complete
3. If successful, the next use cases are planned and implemented

Success and termination criteria

Criteria should be defined before the start, not on day 85. These four dimensions are decisive:

Adjustment is the most common outcome, not pure success or termination. Even after a successful conclusion, you should regularly check for optimization potential and maintain the feedback culture. Typical adjustments include a narrower set of metrics, a different recipient group, or better integration into meeting rhythms and other processes.

Termination is also a legitimate result. A pilot that is properly concluded after twelve weeks has prevented an expensive wrong decision. A lack of follow-up and the absence of action after the pilot phase are the only truly poor outcome.

Roles in the pilot: who does what

A 90-day pilot does not need its own project organization, but it does need named individuals. Otherwise, the task belongs to everyone and therefore to no one.

• Subject-matter contact for each use case: Usually the department manager: knows the source system and processes, builds the dashboard, and answers questions about the processes.
• Pilot lead: keeps the schedule, manages the briefs, and coordinates the other contacts. Realistic effort: a few hours per week.
• Decision maker or sponsor: is informed about progress, removes obstacles, and makes the decision on day 90.

Common mistakes during the 90 days

It is best to avoid these common mistakes in your pilot phase:

Scope is too large: Three departments at the same time mean three times the coordination. One use case, one recipient group. Insights may also be transferable to further expansion.

Implementation before strategy: Clearly define goals, responsibilities, metrics, and processes before you begin. This gives everyone involved a clear structure to follow.

Skipping parallel operation: With a hard cutover, potential insights may be lost. Trust also increases when the benefits of the new processes become clear in a direct comparison.

No end to the old processes: Parallel operation needs a clear end so that duplicate maintenance and the corresponding additional effort do not remain, and the benefits of the new solution continue on their own after the transition.

Frequently asked questions about the BI pilot

How much time does a 90-day pilot really take?

In addition to the cost of the new solution, a realistic commitment is a few hours per week for the responsible person, plus occasional support from subject-matter experts.

Can I run the pilot during a tool’s free trial?

The trial period usually covers phases 1 and 2 and answers questions about connectivity and ease of use. It is usually not long enough for parallel operation and usage. Plan the transition to a regular account before phase 3 begins.

What if requirements grow during the pilot?

Collect requests in writing and incorporate them continuously into the processes. This collection is exactly what makes expansion sustainable and stable and protects the new processes as they continue to grow.

Conclusion

A BI pilot is the most reliable method for introducing BI: one use case, four phases, four milestones, and one documented decision. The narrow scope, clarified definitions, and parallel operation are what make it work.

Start with planning before you make the solution accessible.