AI Migration

Move your upstream reporting workflows from traditional BI to AI.

We replace workflows in Spotfire, Power BI and Tableau with AI-powered reporting and analysis for upstream oil and gas. We connect your data, carry forward your business logic, build the applications and support them.

Talk about your migration

Implementation deliverables

Carry trusted work forward into AI reporting.

Source integrations

Connect the data sources required for the reporting workflows in scope.

Reusable business logic

Carry forward calculations and business rules with clear documentation.

AI applications and reporting

Build applications and reporting around the upstream workflows your team uses.

Validated outputs

Compare outputs with reference results agreed with your team.

Deployment and handover

Deploy, train users and hand over the work, with optional monthly support.

How we deliver

A clear path from workflow to handover.

01

Scope the workflow

Agree on the workflow, its source data, calculations and business rules, and the reference outputs used for validation.

02

Build and validate

Integrate required data, build the application and reporting, and validate outputs against the agreed reference results.

03

Transition and support

Deploy, train users and hand over the work. Arrange optional monthly support if it suits your team.

Technology and validation

Use the tools that fit your requirements.

Customer SQL Server/Azure, Snowflake or Databricks environments can provide data and compute. Claude, ChatGPT or Microsoft AI are options selected according to requirements.

Your source systems remain authoritative. Calculations run in the data or application layer, and outputs are checked against reference results agreed with your team.

Project scope

Scoped project fee

We define the workflow, deliverables and acceptance criteria as part of your implementation. Project fees are scoped to the selected workflow and delivery requirements. Optional monthly support can be arranged after handover.

Start a conversation

Talk about your migration

Tell John about the reporting workflow you want to move and the systems and business logic it depends on.

John reads every message and takes every call himself.