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Homebuilder operating system

Financial operations with source-level traceability.

Bedrock AI engineered a financial operations system connecting company records, shared operating definitions and validated cost-allocation workflows. Outputs trace back to the ledger postings, cost pools, sales basis and recorded plat used to produce them.

In production

The source trace behind a single figure: the cost per lot, and beneath it the ledger postings, the cost pools they footed to, the sales basis applied, the lot count from the recorded plat, and a plain-language account of what moved the number between two versions.
Willow Bend Phase 2’s allocated cost per lot, opened to its source path.Client systemApplication shown with synthetic data

Conflicting definitions across operational systems.

Land, construction, sales and finance worked across systems with conflicting definitions. Recurring reporting depended on manual reconciliation to establish which records and calculations supported each figure.

Shared records. Validated workflows. Explicit exceptions.

The system brings source records and operating definitions into a common environment for recurring financial workflows. It checks reporting readiness, identifies missing inputs and preserves the source path behind each output.

Month end. Four communities can report, one cannot, and one reports with a gap that is named on the face of the report rather than quietly used.

Phase readiness: every community with a readiness verdict and the four cost components as chips, four of them reportable, one partial because its indirect cost pool is out of date, one blocked — and on a wide screen the owner of each gap and the next action beside it.
One month-end carried to a deliverable, with every figure read from company records.Client systemApplication shown with synthetic data

Validated calculations and record-grounded AI.

Validated code performs the financial calculations. The AI interface explains the results from the same supporting records. Missing inputs remain explicit, and unresolved exceptions stay with finance for review. The interface is read-only: each answer is grounded in the records behind the current screen, and every dollar figure it states is checked against them.

The AI interface answering a question from the same company records, with the figures it used and where each came from.
AI analysis grounded in company records, with supporting figures and their sources.Client systemApplication shown with synthetic data

Deployment status

  • Console and recurring workflowsIn productionIn production in the client’s environment and operated by Bedrock AI. Handoff to the client’s finance team is in progress.
  • Record-grounded AI interfaceIn productionIn production, answering from the records the workflows use.
  • Offer reviewIn developmentBuilt and demonstrated to executives. Not in routine use.
  • Measured outcomesNot measuredAdoption, time savings and financial outcomes were not measured, and nothing is estimated in their place.
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