Discovery
Understand the people, the problem and the intended outcome. Surface the questions still open.
Sales and operations describe the same business from different angles. We connect relevant indicators to follow the journey from demand to order and delivery.
Let’s discuss your ideaSales and operations analytics connects commercial metrics with delivery steps. Definitions of orders, enquiries and outcomes need consistency.
It can show bottlenecks between enquiry and delivery. Team activity and commercial outcomes need context rather than automatic judgements about individuals.
Management covers sources, periods and report access. Tests and incomplete records are separated, while qualification is business-defined.
We begin with the decision, the definition of each indicator and the available data. We connect relevant sources and make calculation rules, refresh schedules and data limitations visible. People reading the report can understand what they see and what needs investigation.
We agree what belongs in the project, what implementation involves and what is better left for a later stage.
Understand the people, the problem and the intended outcome. Surface the questions still open.
Choose the first useful version, dependencies and the milestones for evaluating progress.
Put workflows in front of you before they become features that are expensive to change.
Build in stages you can see, test and discuss.
Check usage scenarios, accessibility and the application’s sensitive points.
Prepare the environment, content, access and agreed administration steps.
Prioritise improvements and agree the support that fits the product.
We identify the decisions it needs to support and define each metric, source and update frequency. Results are checked against source data before operational use.
We assess formats, APIs, shared identifiers and access rights. Explicit rules handle duplicates, missing values and differences in update frequency.