---
title: "Beyond dashboards: Introducing Decision Execution Platforms"
description: "Databricks Forward Deployed Engineering introduces Decision Execution Platforms (DEPs), an enterprise analytics category intended to connect KPI signals, executive decisions, operational execution, and measured outcomes. The proposal addresses workflows in which dashboards reveal problems but meetings, decks, spreadsheets, and messaging threads leave implementation fragmented and impact measurement disconnected. DEPs run the four-stage loop on governed Databricks infrastructure: agents recommend actions, alternatives, predicted impact, and reasoning; approved choices execute through systems of record; and results persist in a Decision Log for continuous learning. Their architecture combines a foundation of Lakebase, Genie, Unity Catalog, Lakehouse, Agent Bricks, and MLflow with an SDK of reusable primitives and a Databricks Apps executive surface. A retailer case used a DEP to unify fulfillment data and enable simulated, controlled rerouting, with scaling aimed at measurable bottom-line and customer-satisfaction outcomes."
---

# Beyond dashboards: Introducing Decision Execution Platforms

[Databricks](https://yomu.fyi/company/databricks) · Marc Solomon, Marcello Pedersen · Jul 1, 2026

**Type:** Explainer

## Summary

Databricks Forward Deployed Engineering introduces Decision Execution Platforms (DEPs), an enterprise analytics category intended to connect KPI signals, executive decisions, operational execution, and measured outcomes. The proposal addresses workflows in which dashboards reveal problems but meetings, decks, spreadsheets, and messaging threads leave implementation fragmented and impact measurement disconnected. DEPs run the four-stage loop on governed Databricks infrastructure: agents recommend actions, alternatives, predicted impact, and reasoning; approved choices execute through systems of record; and results persist in a Decision Log for continuous learning. Their architecture combines a foundation of Lakebase, Genie, Unity Catalog, Lakehouse, Agent Bricks, and MLflow with an SDK of reusable primitives and a Databricks Apps executive surface. A retailer case used a DEP to unify fulfillment data and enable simulated, controlled rerouting, with scaling aimed at measurable bottom-line and customer-satisfaction outcomes.

## Context

Enterprise dashboards can surface changing KPIs and operational problems, but the subsequent decision process remains manual and fragmented across meetings, decks, spreadsheets, project trackers, messaging threads, and separate measurement systems. The source says this disconnect makes decisions slower and limits organizations’ ability to measure how decisions affect outcomes.

## Approach / What changed

DEPs model executive work as a continuous signal, decision, execution, and outcome loop on governed Databricks infrastructure. They combine a foundation layer, a reusable SDK containing the Genie Ontology, Action Types, Decision Log, Scenarios, and Omnigent Agent Harness, and a Databricks Apps executive surface. Agents recommend and execute approved actions while outcomes are written back for comparison and learning.

## Takeaways

- DEPs separate executive decision-making into four computable stages: signal, decision, execution, and outcome, with each decision and its result persisted in a Decision Log.
- Typed Action Types let planners and agents simulate constraints, reroute fulfillment capacity, and write approved decisions back to production systems without raw write-access.
- In the retailer case, divergent delivery and fulfillment data created an internally estimated bottom-line impact of over nine figures annually; the DEP unified the relevant ontology and data on the client’s Databricks workspace.

**Tags:** [AI Agents](https://yomu.fyi/topic/ai-agents), [Architecture](https://yomu.fyi/topic/architecture), [Lakebase](https://yomu.fyi/topic/lakebase), [Ontology](https://yomu.fyi/topic/ontology), [Unity Catalog](https://yomu.fyi/topic/unity-catalog)

- Source: [Databricks](https://www.databricks.com/blog/beyond-dashboards-introducing-decision-execution-platforms)
- Source URL: https://www.databricks.com/blog/beyond-dashboards-introducing-decision-execution-platforms
- Ingested by Yomu: 2026-08-30T16:59:35.982Z

[Read original post](https://www.databricks.com/blog/beyond-dashboards-introducing-decision-execution-platforms)