Hidden business logic
Important calculations may live in an old pipeline or a spreadsheet, rather than the source system.
For technology leaders
Built for the data you actually have.
The difficult part is often the space between systems: inherited pipelines, spreadsheets, local definitions and permissions that vary by team.
The messy middle
Start with what makes your numbers disagree.
Definitions in people’s heads
Two teams can use the same label for different measures or time windows.
Uneven permissions
A source can allow access by role, location or customer in ways a single dashboard does not capture.
Partial histories
Gaps and delayed updates need to be visible when an answer is produced.
Implementation
A staged path to trusted answers.
Connect
Start with the core source and a second source, including spreadsheets where necessary.
Prove
Compare answers with trusted existing reports and have data owners sign off on definitions.
Go live
Open plain-language questions and recurring reports to the agreed user groups.
Extend
Add sources, questions and use cases after the first view is reliable.
Technical principles
The agreements to make before rollout.
Source access
Define the minimum access required for every connector.
Reconciliation
Record how conflicting fields and business rules are resolved.
Parallel checks
Prove results against known reports before broader use.
Technical conversation
Show us where reporting gets complicated.
We can map the source systems, definitions and access rules that a first Polymind rollout would need.
Plan a walkthrough