Palantir AIPCon 10: McCarthy, L3Harris, SurfAir Mobility + Employee Interviews!!

SUMMARY

Executives and engineers from Palantir, Surf Air Mobility, McCarthy, and L3Harris convened at Palantir's 10th AIPCon to discuss advancements in AI, data integration, and enterprise software deployment. The event highlighted Palantir's unique approach to ontology-driven solutions, forward deployed engineering, and the transformative impact of AI across sectors including aviation, construction, and defense.

MAIN POINTS

• Surf Air Mobility describes its dual business model of scheduled airline operations and on-demand air charter, both powered by a custom-built operating system developed with Palantir. [1:00]
• Surf Air Mobility details the creation of a comprehensive air mobility ontology, integrating operational data and enabling rapid deployment of AI agents for business optimization. [6:00]
• Chad from Palantir explains the forward deployed engineering model, emphasizing its role in accelerating product development and aligning engineering incentives with customer outcomes. [15:00]
• Discussion centers on Apollo's role in active security management, enabling organizations to patch vulnerabilities at scale and integrate AI-driven workflows for software deployment. [22:00]
• Chad addresses the divergence between Palantir's brand perception online and real-world customer experiences, highlighting the importance of authenticity and hands-on engagement. [29:00]
• Rico from McCarthy outlines how the construction firm partnered with Palantir to build an ontology from 160 years of data, streamlining operations and enabling AI-native solutions. [37:00]
• Vicki from L3Harris discusses integrating disparate data systems into a unified ontology with Palantir, emphasizing the value of modular digital capabilities and close collaboration with forward deployed engineers. [45:00]
• George, a Palantir engineer, elaborates on Apollo's technical infrastructure, which enables simultaneous software deployment across diverse environments and supports rapid iteration. [51:00]
• A senior Palantir architect reflects on the company's evolution, the philosophy of human-computer symbiosis, and the foundational role of ontology in enabling enterprise-specific AI applications. [59:00]
• The event concludes with reflections on Palantir's rapid pace of product development, the autonomy granted to employees, and the compounding innovation enabled by its platform architecture. [1:09:00]

DETAILED ANALYSIS

Palantir's 10th AIPCon brought together leaders and engineers from across the technology, aviation, construction, and defense sectors to discuss the evolving landscape of artificial intelligence and enterprise software. The event opened with Surf Air Mobility, whose co-founder Liam detailed the company's dual business model: operating a scheduled airline in Hawaii and on the US mainland, and providing on-demand air charter services through a network of over 400 operators. Central to Surf Air's operations is Surf OS, an end-to-end air mobility platform developed in partnership with Palantir.

This platform integrates real-time operational data, pricing intelligence, and predictive maintenance, all underpinned by a robust ontology that serves as the 'superbrain' of their business. The ontology enables Surf Air to rapidly adapt to industry changes, such as the electrification of aviation and the emergence of new aircraft types, by providing a unified data foundation for both current operations and future expansion.

A key theme throughout the conference was the importance of ontologies—structured frameworks that unify disparate data sources and encode business logic. Surf Air's experience demonstrated how building a comprehensive ontology, in collaboration with Palantir, allowed the company to streamline broker operations, optimize crew scheduling, and respond swiftly to external shocks like fuel price volatility. The flexibility of Palantir's AIP (Artificial Intelligence Platform) was highlighted, particularly its ability to orchestrate multiple large language models (LLMs) without locking customers into a single AI provider.

This model-agnostic approach ensures that organizations can leverage the best available AI capabilities while maintaining control over their proprietary data and workflows.

Chad Walquist, a forward deployed engineer at Palantir, provided insight into the company's unique engineering culture. Unlike traditional sales engineering roles, Palantir's forward deployed engineers are embedded with clients, tasked with both building custom solutions and feeding real-world requirements back into product development. This creates a feedback loop that accelerates innovation and ensures that new features are directly aligned with customer needs.

Chad emphasized that this model, combined with Palantir's Apollo and Foundry platforms, enables rapid iteration and outcome-based delivery, rather than billing by the hour. He also addressed misconceptions about the commoditization of AI models, arguing that while LLMs are becoming more accessible and less differentiated, the true value lies in the orchestration of these models within a business-specific ontology.

Apollo, Palantir's software deployment and management platform, was a focal point of several discussions. Both Chad and George Cooper, another senior engineer, described how Apollo enables organizations to manage software updates, security patches, and new feature rollouts across highly heterogeneous environments—from cloud data centers to edge devices in the field. Apollo's release channel system allows customers to control the pace and scope of software distribution, tailoring deployments to the stability and risk tolerance of each operational context.

This capability is particularly critical as the volume of software changes increases, driven by both human engineers and AI agents generating new code. Security Forge, an Apollo-powered workflow, exemplifies how AI can be used defensively: AI agents identify vulnerabilities, Apollo recalls affected releases, and automated tools generate and deploy patches, closing the loop on software security.

The value of ontology-driven solutions was further illustrated by McCarthy, a 160-year-old construction firm. VP of Digital Innovation Rico explained how McCarthy partnered with Palantir to unify fragmented data systems and encode decades of operational knowledge into a single ontology. This foundation enabled the rapid development of AI-native tools, such as systems that distill thousands of project documents into actionable design recommendations.

McCarthy's approach, which began with a focused proof of concept in renewable energy, demonstrated the scalability and adaptability of Palantir's methodology. Rico stressed the importance of overcoming organizational biases and being willing to experiment with new AI capabilities, even when initial use cases seem ambitious.

L3Harris, a major defense contractor, shared a similar journey. Product owner Vicki described how the merger of L3 and Harris created a complex landscape of disparate systems. By building a unified data layer and ontology with Palantir, L3Harris was able to normalize and transform data across the enterprise, supporting modular digital capabilities such as the 'program digital cockpit.' The close collaboration with Palantir's forward deployed engineers was cited as a key factor in bridging business logic and technical implementation, enabling rapid integration of new AI tools and fostering a culture of continuous improvement.

Throughout the event, Palantir employees reflected on the company's evolution and the philosophical underpinnings of its technology. The concept of human-computer symbiosis, articulated in early talks by company leaders, remains central to Palantir's approach. Rather than seeking to replace human expertise with AI, Palantir aims to augment it, encoding tribal knowledge and operational nuance into ontologies that empower organizations to act more intelligently.

The architecture of Foundry and Apollo supports this vision by enabling secure, scalable, and context-aware deployment of AI-driven workflows.

The conference also addressed the challenges of public perception and media narratives. Chad noted the stark contrast between online discourse—often driven by sensationalism and misunderstanding—and the tangible impact Palantir delivers to customers. Authenticity, hands-on engagement, and a focus on real-world outcomes were repeatedly emphasized as differentiators.

Employees described the company's culture as one that grants significant autonomy, encourages creativity, and rewards the pursuit of meaningful problems. The rapid pace of product development, enabled by the compounding effects of a robust ontology and modular platform architecture, was cited as both exhilarating and demanding.

In summary, Palantir's 10th AIPCon showcased how ontology-driven platforms, forward deployed engineering, and model-agnostic AI orchestration are transforming industries as diverse as aviation, construction, and defense. By focusing on the integration of business logic, data, and AI, Palantir and its partners are delivering solutions that are not only technologically advanced but also deeply aligned with the operational realities of their customers.

KEYWORDS