PDS Consulting / Bundles / Insight & Adoption
Insight & Adoption Bundle
BI failures are program failures, not tool failures. The platform was chosen by the loudest demo. The architecture was built against tribal knowledge. The rollout was a Phase 12 email. Adoption sat at 8%. This bundle addresses all three seams — vendor decision, data foundation, and adoption — in a single coordinated program, because fixing any one of them alone almost always recreates the failure.
At a glance
- Includes
- Vendor Evaluation + Data Architecture & Analytics + Change Management & Training — as one program
- Best for
- Companies building net-new analytics, recovering a failed BI deployment, or consolidating multiple BI tools
- Two flavors
- Reporting Sprint (single analytics need) · Architecture Program (full foundation across business units)
- Sponsors
- CFO or COO as primary; CIO co-sponsor for the platform and architecture decision
- Pricing
- Quote, on scope — with a transparent multi-engagement discount
BI failures are program failures, not tool failures.
The most common BI post-mortem looks like this: the platform was installed, the dashboards were built, and the rollout email went out on day one of launch. Adoption sat at 8%. The conclusion was "BI doesn't work for us" — when what actually failed was the program structure. The platform was chosen by the loudest vendor demo, not structured evaluation. The data model was built against tribal knowledge. Change management was invoked after the dashboards were built, not from day one. The bundle exists because the failure lives at all three of those seams, and fixing any one of them alone almost always recreates the other two.
Does any of this sound familiar?
- Two years and a BI tool purchase later, leadership is still asking questions the data can't answer.
- Three teams run three different versions of the same revenue number — all from different tools — and nobody agrees on which one is right.
- The reporting was built by someone who left. Nobody knows what the calculations mean and the dashboards can't be changed without risk of breaking something.
- Hundreds of BI licenses are paid for. A fraction of them see weekly use. The rest are shelfware.
Three engagements, one design language.
The vendor decision drives the architecture. The architecture drives what training has to cover. One program where each component produces what the next one consumes.
Platform first
Vendor Evaluation
Vendor-neutral, structured platform selection across the relevant BI and analytics landscape. The platform decision is documented with rationale — defensible to the board, and locked before heavy architecture work begins.
The foundation
Data Architecture & Analytics Enablement
Source-of-truth metric definitions, semantic layer design, governed data models, source integration, and dashboard development — built on the chosen platform, against the real data, signed off by business stakeholders before dashboards go live.
Adoption that lands
Change Management & Training
Stakeholder engagement starting from day one, user persona analysis, training tracks built against real dashboards (not mockups), dashboard champions per business unit, and adoption measurement active from launch — not as a Phase 12 afterthought.
This bundle is platform-agnostic. PDS is independent — not a BI vendor reseller, with no platform partner tier — so the Vendor Evaluation recommendation serves the program, not a licensing margin.
How it runs — sequencing matters.
The order is not arbitrary. Two hard sequencing rules hold across both flavors: the platform decision must be made before detailed architecture work begins, and change management starts from kickoff, not from go-live.
01 · Joint kickoff
One discovery sprint across all three engagements. Sponsorship matrix locked — CFO or COO primary, CIO co-sponsor. Business-side champion identified. Single SOW.
02 · Platform decision
Vendor Evaluation runs. Change Management begins in parallel — stakeholder mapping, persona analysis, and current-state pain capture happen now, not later. Platform decision is documented and locked before architecture starts.
03 · Foundation build
Data Architecture runs against the chosen platform. Metric definitions signed by business stakeholders before dashboards go live. Training material builds against real dashboards as they take shape — not against mockups.
04 · Rollout & adoption
Phased dashboard rollout — executive layer first, business unit teams second. Training delivered. Champion network active. Adoption measurement runs from day one of launch. Hypercare, then optional retainers.
Two flavors, same discipline. The Reporting Sprint flavor — a Decision Sprint, a focused data and dashboard engagement, and a Training Workshop Series — suits a single analytics need with a smaller user community. The Architecture Program flavor — Structured Selection, a full Architecture Program, and a Change Management Program — is the right shape for building an analytics foundation across business units. The Reporting Sprint flavor is also the natural fit for Reporting Modernization scenarios: failed BI deployments being recovered, or reporting the user community has stopped trusting.
What the bundle delivers that separate engagements don't.
- A platform decision with documented rationale — defensible to the board, not the result of the loudest vendor demo.
- A data architecture built on the chosen platform with intent — not against it — and source-of-truth definitions signed by business stakeholders.
- Change management in scope from day one, not as a Phase 12 afterthought — the single most common BI failure pattern, engineered out.
- One executive narrative covering platform decision, foundation, and adoption — CFO, COO, and CIO with one cadence instead of three competing project updates.
- Trustworthy dashboards — when the user community participates in design and the data model is sound, users believe what they see and actually use it.
What you're aiming at.
- Working dashboards for the executive layer and business units — measurably adopted, not shelfware.
- Role-based training tracks, recorded, with a refresh cadence — built against real dashboards, not documentation.
- Named dashboard champions per business unit who own ongoing quality — not a reliance on the consultants.
- An active governance cadence — monthly data quality reviews, quarterly metric definition reviews — so the foundation stays sound.
- One agreed version of each key metric across finance, operations, and revenue — signed before dashboards go live.
Outcomes are what this bundle is built to deliver, grounded in the constituent services' design and the sequencing discipline that ties them together. As PDS bundle engagements close, this section gets measured numbers.
Who it's for.
- Companies building analytics for the first time — growth has surfaced the need and spreadsheet reporting no longer scales.
- Recovering a failed prior BI deployment — dashboards nobody trusts, a BI tool with low adoption, or reporting the executive team has stopped relying on.
- Consolidating multiple BI tools after an acquisition, a platform migration, or years of siloed team-level reporting.
- With CFO or COO sponsorship and a CIO co-sponsor — and a named business-side champion (Finance Director, FP&A Manager, RevOps Lead, or analytics owner).
- In SaaS, professional services, distribution, mid-market manufacturing, or financial services — data-rich businesses where analytics maturity translates directly to operating performance.
When it's not the bundle.
- When you only want a BI tool deployed, without governance or a data foundation — route to a freelance BI consultant; this program is over-tooling for that.
- When you already have a working analytics capability and want only dashboard development — the Reporting Sprint engagement is available standalone.
- Without an executive sponsor — Change Management cannot substitute for sponsorship gaps, and BI engagements without executive ownership are the most common failure mode.
- Pre-revenue or pre-data — the foundation program assumes there is data worth analyzing and decisions worth informing.
Already have a BI platform chosen? If the vendor decision is finalized, Vendor Evaluation isn't in scope — the bundle reshapes as Data Architecture plus Change Management. A short conversation is enough to confirm which shape fits.
No pitch, no pressure
One analytics program, not three engagements that fail at the seams.
A 30-minute call is enough to tell whether your analytics need is bundle-shaped — and whether Reporting Sprint or Architecture Program scope fits.
Book a call →Or explore the other bundles or individual services.