Signal +

Our approach

A trusted path from data to decision.

Financial understanding starts with a governed foundation. We connect the sources, agree the definitions, validate the reporting and configure AI around the questions that matter.

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Proposed architecture

One foundation. Visual and conversational intelligence.

The deck’s proposed architecture uses Databricks and Unity Catalog as the governed core, with Power BI and AI/BI Genie delivered through a secure branded portal. The final deployment is scoped to your environment.

  1. 01

    Accounting and operational sources

    Initial collaboration establishes system access, account mapping and source reconciliation.

  2. 02

    Governed financial core

    Standardized pipelines, curated reporting views, approved definitions and traceability form the foundation.

  3. 03

    Analytics and AI experience

    Dashboards and conversational investigation share the same financial context, delivered through Insight Portal.

Governance before launch

Trust is a delivery requirement.

We validate the financial picture with your team before asking anyone to act on it.

  1. 01

    Reconcile the results

    Compare financial outputs with existing statements and resolve accounting and data-quality differences.

  2. 02

    Validate the questions

    Test representative finance questions against expected results and review the assistant’s explanations.

  3. 03

    Keep people in control

    Read-only analysis, agreed access permissions and human review keep financial interpretation with the responsible team.

Implementation roadmap

From readiness to a controlled pilot.

12–14 weeks estimated

Weeks 1–4

Data & infrastructure

Assess sources, secure access, profile and reconcile accounting data, and establish the governed environment.

Weeks 5–10

Customization & AI

Configure financial views, dashboards and terminology; validate 10–20 representative finance questions.

Weeks 11–14

Pilot & training

Validate reports and permissions, resolve exceptions, train the team and launch the pilot.

Estimate subject to data readiness, system access, stakeholder availability, security approvals and reconciliation complexity. Not a guaranteed launch date.

Build the financial foundation once. Understand more from it.

Let’s assess data readiness, the reporting landscape and the governance requirements for your pilot.

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