BI assessment and strategy
A review of your reporting estate, tooling, and metric definitions, with a sequenced plan for what to preserve, rebuild, or retire.
Most BI programmes stall for the same reason. The dashboards were built before anyone agreed what the numbers mean. Brainforge fixes that order: assess the estate, model the data, govern the definitions, then build the reporting on top.
In plain terms
Where teams get stuck
Leadership asks for a number and gets three different answers from three different dashboards.
Reporting depends on spreadsheet exports, copy and paste, and whoever remembers how the query was built.
We bought a BI tool and adoption never happened, so the licence spend is not earning anything.
The warehouse exists but business teams still cannot answer basic questions without an analyst.
Nobody owns metric definitions, so every new dashboard re-litigates the same arguments.
What we deliver
A review of your reporting estate, tooling, and metric definitions, with a sequenced plan for what to preserve, rebuild, or retire.
The modelled foundation behind trusted reporting, built on Snowflake, BigQuery, Databricks, or your existing warehouse.
One agreed definition per metric, with owners, so two teams stop reporting two different numbers for the same word.
Governed dashboards and the training that lets business teams answer their own questions without waiting on an analyst queue.
How deep it goes
The same delivery primitives (context, controls, and review) show up across every engagement.
We find out what you have, what it costs, and what is worth keeping.
The modelled layer that makes reporting consistent instead of dependent on one person's query.
Agreeing what each number means before anyone builds a tile.
Governed reporting built on the foundation, not stapled on top of it.
Leaving your team able to run and extend the system without us.
The stack we build with
Frameworks, platforms, and infrastructure we implement, integrate, and operate end to end.
What changes
Proof in production
Stella Source unified quoting, CRM, and operations data into a governed analytics hub with role-based dashboards, cutting quote turnaround 60%.
Read the governed analytics hub case study →How we built a unified shipment data model that gave full visibility across 3PLs and carriers and cut average shipping cost 15%.
Read the fulfillment data case study →Common questions
Engagements start with a scoped assessment that produces an estate review, a prioritised plan, and metric definition recommendations. Most teams begin there and then sequence the modelling and dashboard work from what the assessment finds.
No, and we will tell you that directly. Tool selection before metric definition is the most common way BI programmes waste a licence. We assess what you have first, and often the answer is to use your existing tool properly rather than replace it.
Usually not. Most engagements build on the warehouse and platform you already own. When a migration is genuinely warranted, we map it as a bounded sequence rather than a wholesale replacement.
A hire works inside whatever foundation exists. A consulting engagement fixes the foundation, the metric definitions and the modelling, then enables your team to run it. That is faster than continuing to work around numbers nobody trusts.
Yes, along with Omni, Sigma, and Rill. We are not tied to one platform. The recommendation follows your team, budget, and what you already run.
We run definition workshops with the people who argue about the numbers, convert the outcome into a governed semantic layer, and assign a named owner per metric with a review cadence. Definition drift is a process problem before it is a tooling problem.
How we work
We review the reporting estate, tooling, metric definitions, and where trust broke. You get a prioritised plan, not a tool recommendation.
We build the modelled foundation and agree one definition per metric with a named owner, so the arguments stop recurring.
We deliver governed dashboards on that foundation and train your team to extend them without us.
Our Trusted Partners
In one working session we'll name what's broken, what's possible, and the first system worth building.