---
title: "How CFOs in consulting can recover margin with Databricks"
description: "Consulting firms are facing margin pressure despite growing deal pipelines, with 2024 EBITDA margins at 9.8%, utilization at 68.9%, and revenue growth at 4.6%. The post attributes this to fragmented finance workflows spanning Salesforce, SAP, Workday, Concur, and spreadsheets, plus inconsistent metrics and manual reconciliation. It proposes using Databricks to create a governed data layer with Lakeflow, Lakehouse, and Unity Catalog, then adding Genie for natural-language analysis and finance apps that trigger workflows and write approvals back in real time. A global consulting firm reportedly cut cash forecasting cycles by 3–5 days and reduced reporting-cycle FTE hours by 80%, while Databricks’ own close fell from 15 days to 8. The proposed rollout spans 10–12 weeks and begins with one tightly scoped workflow such as revenue close, unbilled WIP, T&E leakage, or practice-margin analysis."
---

# How CFOs in consulting can recover margin with Databricks

[Databricks](https://yomu.fyi/company/databricks) · Rajaram Suresh, Kateryna Savchyn, Pavithra Rao, Mark Hahn, Kim Hatton, Sharmey Shah, Lisa Fox · May 12, 2026

**Type:** Problem & solution

## Summary

Consulting firms are facing margin pressure despite growing deal pipelines, with 2024 EBITDA margins at 9.8%, utilization at 68.9%, and revenue growth at 4.6%. The post attributes this to fragmented finance workflows spanning Salesforce, SAP, Workday, Concur, and spreadsheets, plus inconsistent metrics and manual reconciliation. It proposes using Databricks to create a governed data layer with Lakeflow, Lakehouse, and Unity Catalog, then adding Genie for natural-language analysis and finance apps that trigger workflows and write approvals back in real time. A global consulting firm reportedly cut cash forecasting cycles by 3–5 days and reduced reporting-cycle FTE hours by 80%, while Databricks’ own close fell from 15 days to 8. The proposed rollout spans 10–12 weeks and begins with one tightly scoped workflow such as revenue close, unbilled WIP, T&E leakage, or practice-margin analysis.

## Context

Consulting firms are experiencing declining profitability, lower utilization, slower revenue growth, and pressure on engagement economics despite larger deal pipelines. Finance teams work across disconnected systems, inconsistent metric definitions, fragmented demand, and manual reconciliation, affecting forecasting, reporting, invoicing, procure-to-pay, and partner-equity modeling.

## Approach / What changed

Use Databricks to unify SAP, Salesforce, Workday, and Concur through Lakeflow and a governed Lakehouse layer, with Unity Catalog providing lineage and access controls. Add Genie for finance questions and build persona-specific apps that connect insights to actions such as invoice nudges, approvals, and real-time workflow updates. The suggested implementation proceeds over 10–12 weeks, starting with one high-impact workflow.

## Takeaways

- A global consulting firm used Databricks Genie to reduce cash forecasting cycles by 3 to 5 days and cut reporting-cycle FTE hours by 80%.
- Databricks’ Office of the CFO reduced its revenue close from 15 days to 8 and reported approximately 1,280 hours of total savings.
- Unity Catalog provides lineage, row-level security, access logs, and change history across the finance data layer, supporting SOX audit readiness.

**Tags:** [Databricks](https://yomu.fyi/topic/databricks), [Lakeflow](https://yomu.fyi/topic/lakeflow), [Unity Catalog](https://yomu.fyi/topic/unity-catalog)

- Source: [Databricks](https://www.databricks.com/blog/how-cfos-consulting-can-recover-margin-databricks)
- Source URL: https://www.databricks.com/blog/how-cfos-consulting-can-recover-margin-databricks
- Ingested by Yomu: 2026-08-31T03:34:50.460Z

[Read original post](https://www.databricks.com/blog/how-cfos-consulting-can-recover-margin-databricks)