Metric definitions
Agree canonical KPIs.
Problem
The operational issue this addresses
When each desk builds private spreadsheets, leadership cannot trust the numbers.
Audience:Brokerage operators
Audience:CTOs and product owners
Audience:Implementation leaders
Outcomes
What success looks like
- Clear scope for reporting & business intelligence
- Integration points documented before build
- Operational ownership defined for go-live
Capabilities
What we design and deliver
Pipelines
Extract from CRM/BO and related systems.
Dashboards
Role-based views.
Exports
Governed datasets for analysts.
Components
Building blocks
Typical composition — adapted per engagement.
Warehouse/lake hooks
Data landing
Semantic layer
Definitions
Dashboards
Visual views
Access control
Row/role security patterns
Architecture
Capability context
Requirements
Operating needs and constraints
Design
Module boundaries and UX
Delivery
Configuration or engineering
Run
Support and iteration
Integrations
Systems commonly connected
CRM/BO systemsClient portalTrading platforms where relevantPayments/KYC where relevantReporting tools
Use cases
Where this shows up in practice
New capability introduction
Add Reporting & Business Intelligence into an existing brokerage stack.
Replacement program
Modernize a weak or missing data layer.
Integrated delivery
Include this module inside a turnkey or custom program.
Delivery
How engagements typically run
- Step 1
Discovery
Clarify operating model, constraints, and success criteria for Reporting & Business Intelligence.
- Step 2
Solution design
Define architecture, integrations, delivery scope, and acceptance criteria.
- Step 3
Build & configure
Implement modules, branding, workflows, and environment settings.
- Step 4
Validation
Run functional, integration, and operational readiness checks.
- Step 5
Go-live support
Support cutover, monitoring setup, and early production stabilization.
- Step 6
Continuous improvement
Iterate on backlog, reporting needs, and scale-related enhancements.
Security & access
Control considerations
- Role-based access
- Audit of sensitive actions
- Secure integration credentials
- Environment separation
FAQ
Questions about Reporting & Business Intelligence
Reporting programs on request; accuracy depends on source data quality.
Next step
Share your stage and constraints. We will propose consultation, demo scoping, or a written outline — without fabricated pricing.