Coding agents and implementation capacity
Q: How do coding agents affect FTE capacity and hiring plans?
A: Daniel Dines stated that results are encouraging, but the focus is on accelerating customer time to value rather than changing hiring plans. The company is prioritizing the improvement of coding agent performance on the platform.
AI monetization and contracting
Q: How is the conversation evolving regarding agentic and AI monetization, and how do tokenomics influence contracting?
A: Daniel Dines explained that customers want a platform combining intelligence with exactness. UiPath is model agnostic and provides the rails for business processes, allowing customers to choose their preferred AI intelligence.
Net new ARR and guidance
Q: Can you break down net new ARR contribution from AI products versus new client lands, and are there caveats for the second half?
A: Ashim Gupta noted that AI deals lead to higher ROI and larger deal values. Hitesh Ramani added that they maintain a prudent guidance philosophy, accounting for the resonance of the platform in Q3 and Q4.
Sales execution and demand
Q: Where are you in the sales execution cycle, and is the demand environment improving?
A: Daniel Dines stated the company is working on both product innovation and sales execution. Customers have reduced confusion about when to use AI versus automation, and there is increased appetite for outcome-based deals.
Q: Is the high 100% range the right way to think about NRR, or can it go back above 110%?
A: Ashim Gupta noted the trajectory is upward and stable, ending last year at 106% and currently at 109%. The company is focused on consumption and scaling more products, though they do not provide long-term forecasts.
Federal business and use cases
Q: What is the outlook for the federal pipeline, and what use cases are resonating?
A: Ashim Gupta stated the federal business is performing well with strong partnerships. Daniel Dines noted increased demand for revenue cycle management, financial crimes, and office of the CFO solutions.
Sales adaptation to AI
Q: How is the sales team adapting to the new AI environment, particularly for large new customer lands?
A: Daniel Dines stated the company is focusing on education and shifting toward use-case-based selling, a strategy perfected in the U.S. and being rolled out globally.
AI models and deterministic automation
Q: How do you view the competition from new AI models versus your deterministic approach?
A: Daniel Dines argued that AI models cannot learn on the job like employees. Enterprises need a map of work and a framework to control business processes, which UiPath provides while keeping data on the customer's property.
Q: How should we think about the relationship between revenue and ARR growth going forward?
A: Ashim Gupta noted that the mix shift between subscription and license revenue is influenced by 606 accounting and platform bundling. ARR is the better reflection of business trajectory, which is currently accelerating.
AI deal composition and strategic priorities
Q: Is the AI attachment in top deals similar in impact, and what are the near-term strategic priorities?
A: Hitesh Ramani stated that AI-attached deals are naturally larger. Ashim Gupta noted that near-term priorities include faster delivery, better coordination between partners and services, and strengthening the connection between product and go-to-market teams.
Sales execution factors and incentives
Q: What factors drive improved sales execution, and how are you incentivizing AI product adoption?
A: Ashim Gupta stated success is driven by experienced leadership in market units and reduced bureaucracy. The company uses sales bumps and quota retirement uplifts selectively to incentivize new product adoption.
Agentic pricing and ARR targets
Q: How are you thinking about pricing for agentic offerings, and what drives the high end of ARR guidance?
A: Daniel Dines noted the company is experimenting with transaction-based and outcome-based pricing. Ashim Gupta reiterated that the platform story and the combination of deterministic and agentic offerings are driving deal sizes and supporting guidance.
Governance and orchestration urgency
Q: Where is the greatest urgency in customer engagements, and do discussions start with governance or orchestration?
A: Daniel Dines stated customers are looking for the best platform to run processes faster with less human error. The combination of orchestration and governance to preserve intellectual property is what drives platform adoption.

