How Modern Finance Teams Are Automating Billing and Revenue Workflows with AI Tools - Riya Grover
•February 25, 2026
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Why It Matters
Automating billing and revenue workflows cuts errors, accelerates cash flow, and forces finance functions to adopt AI‑centric operating models, reshaping the industry landscape.
Key Takeaways
- •Sequence merges deterministic billing with AI agents
- •Legacy billing struggles with complex B2B pricing
- •Human‑in‑the‑loop safeguards auditability
- •AI shifts finance team responsibilities
- •AI‑enabled revenue stack expected within five years
Pulse Analysis
The rise of AI in finance is moving beyond predictive analytics toward end‑to‑end automation of the order‑to‑cash cycle. Companies like Sequence are pioneering this shift by layering deterministic billing foundations—rules‑based, auditable calculations—with intelligent agents that can interpret custom contracts, usage‑based pricing, and dynamic discount structures. This hybrid approach addresses a core pain point for B2B firms: legacy ERP and invoicing systems cannot keep pace with the proliferation of subscription, consumption, and hybrid pricing models, leading to delayed cash collection and revenue recognition errors.
Human‑in‑the‑loop design is the linchpin that separates viable financial AI from speculative hype. While generative AI can draft invoices or suggest pricing adjustments, finance leaders demand traceable decision paths and regulatory compliance. By embedding human oversight at critical junctures—such as contract validation and revenue allocation—Sequence ensures that AI recommendations are vetted, auditable, and aligned with internal controls. This model not only builds trust with auditors and CFOs but also creates a feedback loop that continuously refines the AI’s accuracy, reducing false positives and operational risk.
Looking ahead, the finance tech stack will likely consolidate around AI‑centric platforms that integrate sales, marketing, and finance data in real time. Within five years, we can expect a standardized layer of agentic services that automate quoting, billing, invoicing, and revenue recognition while providing transparent audit trails. Early adopters will gain competitive advantages through faster cash conversion cycles, lower compliance costs, and more strategic allocation of finance talent toward analysis rather than manual processing. As venture capital continues to fund AI‑first fintechs, the industry is poised for a rapid transformation that redefines the role of finance teams from gatekeepers to strategic AI partners.
Original Description
In this episode of Future Finance, hosts Paul Barnhurst and Glenn Hopper sit down with Riya Grover to explore how AI is transforming order-to-cash workflows. The conversation explores billing automation, revenue operations, and the evolving role of finance teams. Riya shares her entrepreneurial journey and how Sequence is building the first agentic AR platform. This episode is packed with practical insights for modern finance leaders navigating AI adoption.
Riya Grover is the Co-founder and CEO at Sequence. Sequence, backed by a16z with $40M raised, is building the first agentic platform for accounts receivable. The company helps B2B businesses automate quoting, billing, invoicing, and revenue recognition, especially for complex pricing and custom contracts. Prior to Sequence, Riya founded Feedr, a venture-backed company that exited to Compass Group in 2020. She holds an MBA from Harvard Business School and a BA in Economics and Management from Oxford University.
In this episode, you will discover:
Why building a two-sided marketplace is incredibly difficult
How modern B2B pricing models break traditional billing systems
The difference between deterministic systems and generative AI in finance
Why human-in-the-loop design is critical for financial AI agents
What the future finance tech stack will look like in the next five years
Riya explains how complex contracts, usage-based pricing, and custom deal structures create massive billing challenges for growing companies. Sequence solves this by combining deterministic billing foundations with AI-powered workflow agents. The discussion highlights where AI should and should not be used in finance operations. Trust, auditability, and human oversight remain central to successful AI implementation.
Follow Riya:
Website: https://www.sequencehq.com/
Sequence Series A Fundraising: Announcement
Follow Glenn:
LinkedIn: https://www.linkedin.com/in/gbhopperiii
Follow Paul:
LinkedIn - https://www.linkedin.com/in/thefpandaguy
Follow QFlow.AI:
Website - https://bit.ly/4i1Ekjg
Future Finance is sponsored by QFlow.ai, the strategic finance platform solving the toughest part of planning and analysis: B2B revenue. Align sales, marketing, and finance, speed up decision-making, and lock in accountability with QFlow.ai.
Stay tuned for a deeper understanding of how AI is shaping the future of finance and what it means for businesses and individuals alike.
In Today’s Episode:
[00:00] - Trailer
[02:05] – Riya’s Startup Journey
[06:55] – Marketplace Challenges
[08:28] – Modern Billing Gaps
[10:46] – AI in Finance
[13:10] – Human-in-the-Loop Design
[18:35] – ML vs. Gen AI
[24:26] – Series A & Scaling
[30:11] – Future Finance Stack
[35:15] – Rapid Fire & Wrap-Up
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