RLH Equity Partners Backs Climb to Bridge the Enterprise AI Production Gap

LOS ANGELES – September 16, 2026 — For the past three years, corporate boardrooms have been captivated by the promise of artificial intelligence. Yet, as the initial euphoria settles, a stark reality has emerged: the vast majority of enterprise AI initiatives remain trapped in the experimental phase. Today, RLH Equity Partners announced a strategic growth equity investment in Climb, a Databricks-native data and AI consultancy, signaling a decisive shift in how the market plans to bridge the gap between AI aspiration and production-grade reality.

The transaction, which marks the second platform investment in RLH’s Fifth Institutional Fund, pairs a private equity firm with a four-decade track record in technology services with a founding team that has repeatedly proven its ability to scale ecosystem-specific consultancies. Founded earlier this year by technology services entrepreneur JP La Torre, Climb is purpose-built to help enterprises build, migrate, and scale data solutions exclusively on the Databricks Data Intelligence Platform.

The "Pilot-to-Production" Chasm

Industry analysts estimate that between 70% and 85% of enterprise AI and large language model (LLM) initiatives fail to reach production. The root causes rarely stem from a lack of ambition or capital. Instead, they are structural. Enterprises are hindered by fragmented data architectures, siloed data lakes, and severe gaps in the governance and lineage required by stringent regulatory frameworks.

Databricks has rapidly evolved to address these foundational issues. Transitioning from an open-source analytics vendor to a behemoth Data Intelligence Platform—boasting a valuation north of $100 billion and an annual recurring revenue run-rate exceeding $5.4 billion in 2026—the company has unified the data lakehouse architecture. With native primitives like Unity Catalog for governance and integrated generative AI infrastructure, Databricks provides the necessary plumbing for enterprise AI.

However, possessing the right software is only half the battle. Enterprises face a severe talent deficit in orchestrating end-to-end data pipelines for machine learning operations (MLOps) and AI deployment. Traditional global system integrators often treat platforms as software lines on a massive rate card, deploying generalist teams that struggle with the nuanced complexities of modern AI architectures. This is the exact market void Climb was engineered to fill.

The Hyperscaler Playbook Validated

The investment in Climb is not an isolated bet; it is the continuation of a highly successful, multi-decade playbook. RLH Equity Partners has systematically deployed capital behind specialized IT services firms that attach themselves deeply to tier-one enterprise tech stacks. The firm has previously backed and successfully exited pure-play consultancies in the Microsoft, Oracle, and Salesforce ecosystems, contributing to over $4.2 billion in cumulative exit value over the past decade.

"Our partnership with JP was a natural extension of a relationship we had developed over the past year," said Mark Gartner, Managing Director at RLH Equity Partners. "As a result of the time we spent together, we came to appreciate not only his track record as a technology services entrepreneur, but also his passion for building a differentiated, client-centric firm around one of the most important enterprise technology ecosystems today."

La Torre’s track record is a critical component of Climb’s value proposition. In 2015, he co-founded Caylent, recognizing early the hyperscaler consolidation trend and pivoting the firm to become a pure-play AWS Premier Tier partner. Under his leadership, Caylent achieved 300% year-over-year revenue growth, secured major growth equity, and ultimately executed a highly successful majority recapitalization with Gryphon Investors in 2022.

By applying the "Caylent blueprint" to the Databricks ecosystem, La Torre is capitalizing on a similar inflection point. Just as the massive adoption of cloud infrastructure spawned billion-dollar native services ecosystems, the maturation of enterprise AI is creating a mandate for specialized, high-velocity implementation partners.

Structuring AI for Regulated Industries

Climb differentiates itself by abandoning the traditional time-and-materials billing model that often leads to scope creep and bloated budgets. Instead, the consultancy utilizes fixed-scope engagements, referred to as "Basecamps," providing enterprise sponsors with budget certainty and verifiable return on investment.

Furthermore, Climb deploys its own proprietary Agentic Delivery Operations Framework. This suite of software accelerators, evaluation frameworks, and implementation patterns standardizes delivery code and enforces architectural guardrails. In an era where AI hallucinations and data leaks pose existential threats to brands, these guardrails are non-negotiable.

This structured, secure approach is particularly vital for Climb’s target demographics: highly regulated, data-intensive industries such as Healthcare and Life Sciences, as well as Banking, Financial Services, and Insurance (BFSI). In healthcare, where systems handle protected health information and clinical trial data, or in financial services, where fraud detection and risk modeling require absolute precision, the governance capabilities of Databricks’ Unity Catalog—implemented expertly by Climb—are essential.

"We built Climb around Databricks because enterprises need a unified foundation for data, governance and AI, along with a partner focused on turning that foundation into business results," La Torre stated. "RLH understands how to scale pure-play services firms and shares our belief that investing in people is essential to delivering strong client outcomes. With its support, we can build on the progress we have made since launching earlier this year and accelerate our next phase of growth."

Fueling the Next Wave of Enterprise AI

RLH’s backing provides Climb with the institutional capital necessary to aggressively scale its senior-led delivery teams and expand its market footprint. It also marks RLH’s continued strategic expansion into the AI transformation space, following its inaugural Fund V investment in Valent Partners earlier this year.

As the broader technology market transitions from the era of AI experimentation to the era of AI operationalization, the demand for specialized knowledge will only intensify. Boards of directors are no longer satisfied with isolated proof-of-concept projects; they demand scalable, compliant, and measurable AI deployments.

The partnership between RLH Equity Partners and Climb underscores a fundamental truth about the modern technological landscape: the most powerful software platforms in the world are only as effective as the architects who build upon them. By focusing exclusively on the Databricks ecosystem, Climb is positioning itself not just as a consultancy, but as a critical enabler of the enterprise AI revolution.