Key Stats
What Autonomous Finance Means for the Operations Leader
What Autonomous Finance Means for the Operations Leader
As operations leader, you likely feel the blind spots: change orders creeping up, material overruns, labor inefficiencies, and often those issues surface too late to correct. Visibility into actual vs forecast is delayed. That kills margins.
Autonomous finance brings insight and action. It lets you see variances early, adjust resources, reduce surprises, and improve decision speed.
What this enables
- Live dashboards of project cost vs. budget.
- Automated tracking of change orders, subcontractor & material costs.
- Predictive cash flow & resource constraint warnings.
- Less time wasted on chasing numbers, reconciling late data.
$3.70
For every $1 invested in generative AI, which autonomous finance relies on, the average ROI is $3.70, with leaders reaching $10x. (IDC’s AI opportunity study)
79%
79% of orgs leveraging GenAI; budget owners increasingly expect real-time, predictive dashboards versus static reporting. (SSO Network)
64%
64% of CFOs believe autonomous finance will be a reality at their company within the next six years. (SSO Network)
How your role evolves
Instead of reacting after the fact, you’ll use predictive signals. You’ll drive alignment with finance and IT so that project financial metrics populate dashboards in near real-time. You’ll push for automation of tasks like change order tracking.
First steps
- Audit the data architecture: find silos, inconsistencies, outdated systems.
- Define governance and security around AI tools and financial data.
- Run pilot integrations with finance/business systems.
- Set evaluation metrics: time to value (e.g. speed of deployment), system uptime, integration cost, data quality.
Let's Start the Conversation
Reach out to us to start a conversation about how you can begin your autonomous finance journey with aec360 and Microsoft.
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