Discussion concept · Synthetic / illustrative data only · No live integrations
Land Intelligence | Concept
IBM + VARCARA discovery discussion

Phased roadmap / 05

Land first. Finance in parallel. Broaden later.

Sequencing is a hypothesis to be co-defined. Targets and timelines are not set, and no ROI or pricing is implied.

Synthetic / illustrative
Phase 1

Land pilot

watsonx.data · integration · Unstructured.io · data intelligence · watsonx.ai / Orchestrate

  1. 1Scope one formation and one decision question with a named owner
  2. 2Parse a representative lease/exhibit sample; measure extraction quality with reviewers
  3. 3Define net acres and NRI metrics with lineage
  4. 4Run cited Q&A and exception review; record corrections
Phase 2

Finance discovery & parallel validation

Planning Analytics · PAfE

  1. 1Review structure of monthly outsourced actuals files
  2. 2Prototype actuals ingestion alongside existing workbooks (parallel run)
  3. 3Centralize forecast versions and cash-flow / pricing scenarios
  4. 4Assess whether engineering assumptions should integrate
Later

Broader operational & geology integration

Extend existing stack; Confluent only if streaming need is confirmed

  1. 1Extend document processing to geology reports at scale
  2. 2Evaluate operational data sources and latency needs
  3. 3Revisit streaming only against a confirmed requirement