Emburse

Automation Isn’t Enough. Intelligence Is What Finance Needs Next.

March 23, 2026

4 min read

Picture of Ken Ringdahl
Logo of Emburse

Ken Ringdahl

CTO

Emburse

Fast Company Most Innovative Companies 2026 logo on a blue background, featuring a lightbulb icon with an upward arrow.

Summary

Named one of Fast Company’s Most Innovative Companies, Emburse is redefining finance beyond automation. In this piece, CTO Ken Ringdahl explains why embedding intelligence directly into financial workflows is the key to guiding decisions, reducing risk, and controlling spend before it happens.

    For years, innovation in finance technology has been framed as a race for speed: faster approvals, quicker reimbursements, more automation layered onto already complex systems. But speed without intelligence doesn’t solve the problem; it just accelerates it. Real innovation happens when technology helps organizations make better decisions, not just faster ones.

    At Emburse, we’ve been deliberate about this distinction. As CTO, my job isn’t just to ship features or adopt the latest AI techniques — it’s to build systems that scale trust, discipline, and clarity across some of the most sensitive workflows in a business: how money moves.

    That’s why being named one of Fast Company’s Most Innovative Companies matters. This recognition is about impact and building technology that holds up in the real world, where finance teams are balancing growth, governance, compliance, and constant change.

    Read the press release to learn more.

    From Automation to Intelligence

    Traditional expense and spend systems were designed to record what has already happened.

    Agentic systems introduce a different kind of risk. They don’t just surface insights — they take action. Without the right controls, that can mean approving spend, moving money, or enforcing policy based on incomplete or misunderstood context. Intelligence has to be built into the finance workflows it supports.

    In today’s environment, that’s no longer enough. Finance leaders need foresight, such as the ability to understand risk, spot anomalies, and guide behavior before spend happens.

    Expense Intelligence is our answer to that challenge. It’s not a single feature or model. It’s a shift in how the system is designed: embedding intelligence directly into workflows so that policy, context, and insight are present at the moment of decision, not weeks later in a report.

    This means:

    • Intelligence that learns from real spend patterns, not static rules, and balances autonomy with governed oversight, ensuring every automated action is transparent and explainable
    • Controls that adapt to business realities instead of slowing teams down
    • Systems designed to surface risk and opportunity early, when action still matters

    Building for Scale, Governance, and Trust

    AI has raised the stakes for finance technology. Models move fast, but without governance, they also amplify risk. This is especially true as more complex, multi-step ‘agentic’ models enter the market.

    Our approach is designed to counter the common pitfalls of these systems —namely, that they can be insecure, cost-prohibitive, and offer limited ROI when applied to complex financial operations. We’ve designed our approach to embed AI responsibly from the start: prioritizing transparency, auditability, and explainability alongside performance. Every automated action must be governed, explainable, and auditable before it operates at scale.

    Our platform is built to support scale without sacrificing control. That means designing systems that finance, IT, and procurement teams can trust; systems that deliver measurable ROI and make it easier to do the right thing, even as organizations grow more complex.

    Why This Recognition Matters

    Fast Company’s recognition validates a core belief we’ve held from the start: innovation isn’t about chasing trends. It’s about solving hard problems with intention, discipline, and respect for the people who rely on the technology every day.

    For our customers, this moment reinforces that Emburse is building for the long term by investing in architecture, intelligence, and governance that will withstand whatever comes next.

    Innovation should earn trust. We’re proud that Fast Company sees our work the same way.

    Read the press release to learn more.