Cambio AI Inc.

The Catalyst for Commercial Real Estate Decarbonization

Commercial real estate stands as a colossal $20 trillion industry that is currently responsible for nearly 40% of global carbon emissions, presenting an existential challenge that demands immediate technological intervention. Yet, despite the staggering scale of this environmental footprint, the underlying systems utilized to manage these critical assets and strategize for a sustainable future remain shockingly antiquated and deeply inefficient. Institutional investors, asset managers, and property operators find themselves frequently buried beneath thousands of pages of unstructured building data, opaque utility bills, disjointed environmental assessments, and static PDF reports that offer little in the way of dynamic insight. Multi-million dollar capital planning decisions and complex regulatory compliance mandates are still predominantly guided by fragmented, error-prone spreadsheets and months of painstaking manual review processes. Cambio AI Inc. was deliberately founded to dismantle this analog paradigm and usher in a new era of digital transformation. Built from the ground up around sophisticated, agentic artificial intelligence, Cambio functions as a comprehensive operations platform that fundamentally transforms raw, siloed building data into actionable, investment-grade insights. By intelligently reasoning across vast amounts of unstructured information, the platform empowers real estate investors to systematically evaluate and prioritize retrofit opportunities across thousands of buildings simultaneously, effectively compressing what used to be months of arduous analysis into mere minutes of computation.

The foundational genesis of Cambio is deeply and inextricably rooted in the firsthand professional frustrations experienced by its visionary founders, Leia de Guzman and Stephanie Grayson. Both leaders spent formative years deploying billions of dollars in real estate capital at globally recognized firms such as Oxford Properties, OMERS, KKR, and Goldman Sachs. During their respective tenures, they intimately experienced the painful, slow, and highly fragmented cycle of gathering property data and constructing one-off financial models for every single asset within a sprawling portfolio. Meeting at Stanford University while pursuing their master's degrees, they collectively realized that the rapid advancements in large language models (LLMs) and agentic workflows could successfully automate the very administrative tasks that were stifling industry innovation and delaying critical climate action. Today, Cambio proudly serves some of the most influential and demanding names in the commercial real estate sector, including Principal Real Estate, Nuveen Real Estate, BGO, LaSalle Investment Management, and Oxford Properties Group. By strategically reframing regulatory compliance not as a burdensome cost center but as a powerful catalyst for operational performance, Cambio is definitively proving that environmental sustainability, streamlined operations, and robust return on investment (ROI) are inextricably linked in the modern real estate landscape. For prospective candidates looking to make a tangible difference, joining Cambio represents a unique opportunity to fundamentally rewire the operating system of the built environment while addressing one of the most pressing climate challenges of our generation.

A Culture of Customer Obsession and Fearless Experimentation

At the core of Cambio's operational philosophy, the company culture is defined by a rigorous dual commitment to unwavering customer obsession and a mandate for fearless experimentation. The team consciously operates not merely as a transactional software vendor, but rather as a deeply integrated extension of their clients' internal staff. The dedicated Partner Strategy team brings meticulously tailored playbooks, proactive strategic check-ins, and granular, deal-by-deal guidance, ensuring that enterprise clients feel they have a true institutional joint venture partner sitting on their side of the table during high-stakes decisions. This profound empathy for the customer experience is a direct and intentional reflection of the founders' own professional backgrounds; they have effectively built the exact technological solution they desperately wished they had access to during their intensive tenures in private equity and asset management. The overarching organizational goal is to rapidly move clients from the vague, generalized ambition of "we should probably decarbonize eventually" to a concrete, financially modeled, and highly actionable execution plan in a matter of weeks rather than years.

Simultaneously, Cambio actively fosters an internal environment of relentless, high-velocity innovation. The company positions itself squarely at the frontier of technological advancement within the historically slow-moving real estate sector, constantly prototyping new AI models, refining agentic workflows, and deploying novel product features. Software engineers and data scientists are empowered to rigorously test everything from complex retrofit ranking algorithms to comprehensive data quality heuristics. This pervasive culture of fearless and frequent experimentation dictates that the team is always actively pushing the boundaries of what agentic AI can realistically achieve in a complex enterprise context. Employees across all departments are actively encouraged to tackle ambiguous, poorly defined challenges, ship product iterations quickly, and fundamentally shape the company's long-term trajectory from the ground up. The underlying mission is recognized as profoundly urgent—the escalating realities of climate change simply cannot wait for perfect information—and the entire team is tightly united by the shared drive to build real, highly scalable solutions for one of the most carbon-intensive and economically significant industries on the planet. This environment demands resilience, intellectual curiosity, and a willingness to challenge established industry norms.

What You'll Actually Do

Working at Cambio means engaging daily with highly complex, intellectually stimulating, and deeply impactful problems that sit precisely at the intersection of advanced artificial intelligence, applied building science, and sophisticated financial strategy. The day-to-day realities of the work are demanding but offer unparalleled opportunities for professional growth and tangible industry impact.

For software engineers, machine learning specialists, and AI product developers, the work inherently involves designing, meticulously implementing, and continuously optimizing AI-driven features that simultaneously enhance the customer experience and drive measurable business outcomes. You will be actively responsible for building and maintaining robust machine learning and LLM pipelines, ensuring highly scalable and secure deployments utilizing a modern, enterprise-grade technology stack that prominently features AWS infrastructure, PostgreSQL databases, Next.js for frontend architecture, Django REST framework for backend services, and a variety of foundational models sourced from OpenAI, Anthropic, and AWS Bedrock. Engineers are frequently tasked with developing innovative, LLM-based internal automation tools designed to dramatically streamline complex workflows and improve overall team productivity, while continuously performing the delicate balancing act of optimizing model performance, execution speed, and underlying infrastructure costs. The engineering culture is deeply collaborative and cross-functional, requiring close, daily partnership with data scientists, domain experts, and product management teams to precisely define AI use cases, establish rigorous evaluation metrics, and share emerging best practices across the organization.

For professionals stepping into customer success, partner strategy, and broader go-to-market roles, the daily cadence involves taking complete ownership of the end-to-end experience for highly demanding enterprise real estate clients. You will confidently lead complex onboarding processes, ensuring that sophisticated customers derive maximum strategic value from the platform as rapidly as possible. A critical, high-stakes component of these roles involves expertly guiding customers through the rigorous quantitative reporting processes required for major sustainability frameworks such as GRESB, TCFD, and CDP. This necessitates a exceptionally strong analytical mindset, the ability to confidently manage massive, often messy datasets, and an uncompromising commitment to ensuring 100% data accuracy for regulatory compliance. Customer success professionals at Cambio act as trusted, strategic advisors to senior real estate executives, proactively identifying lucrative opportunities for account expansion and meticulously translating nuanced customer feedback into highly actionable, prioritized insights for the product and engineering teams. Across all departments and functions, employees are explicitly expected to take an unusually high degree of ownership over their work, actively contributing to a dynamic, hyper-growth environment where the direct impact of their daily efforts is immediately visible in the accelerated decarbonization of massive global real estate portfolios.

Compensation & Benefits

Cambio is committed to offering a highly competitive and thoughtfully structured compensation package that is specifically designed to attract, retain, and motivate top-tier talent within its intensely mission-driven environment. While specific, individualized salaries will naturally vary based on a candidate's precise level of experience, technical specialization, and geographic location, carefully sourced market data indicates that the base salary range for critical technical roles, such as an AI Engineer or Senior Software Engineer, is currently positioned between approximately $130,000 and $181,000 annually. In addition to a robust and competitive base salary, Cambio provides meaningful, early-stage equity grants to its employees. This equity component is a crucial aspect of the compensation philosophy, deliberately allowing team members to directly share in the significant financial upside of the company's rapid commercial growth and its recently secured $18 million Series A funding round.

The broader benefits package at Cambio is comprehensive and designed to support the holistic well-being of its workforce, although highly specific, granular details regarding the exact tiers of health, dental, and vision insurance coverage are not exhaustively detailed in public-facing job postings. However, as a exceptionally well-funded startup backed by prominent, top-tier institutional investors such as Y Combinator and Maverick Ventures, the company is widely expected to offer standard, highly competitive health and wellness benefits commensurate with its funding stage. Employees significantly benefit from a flexible, modern hybrid work model, which generally requires two to three days of in-person collaboration per week at one of their designated corporate hubs located in San Francisco, Waterloo, New York City, or London. This carefully calibrated model is intentionally designed to foster strong team cohesion, facilitate rapid, collaborative problem-solving, and build a strong company culture, while simultaneously maintaining a reasonable degree of flexibility for focused, independent work. Furthermore, the unique opportunity to work alongside and learn from a world-class team of seasoned professionals who bring diverse experience from top-tier technology and financial firms (such as Google, Goldman Sachs, and Faire) represents a highly significant intangible benefit, offering immense potential for accelerated mentorship and long-term career trajectory enhancement.

The Interview Process

The interview process at Cambio is intentionally rigorous, multifaceted, and deeply probing, accurately reflecting the company's uncompromising commitment to hiring exceptional talent capable of driving its ambitious, world-changing mission forward. While highly specific, step-by-step details of the individual interview stages are not extensively documented in the public domain, candidates can generally expect a structured process that typically begins with an initial, exploratory screening call conducted by a specialized recruiter or a hiring manager. This foundational conversation is designed to assess basic technical qualifications, evaluate genuine mission alignment, and gauge overall cultural fit within the organization. Given the highly specialized and technically demanding nature of the roles across the company, candidates should subsequently expect a deep, comprehensive dive into their specific technical capabilities or functional domain expertise.

For candidates pursuing engineering and technical roles, the evaluation process will likely involve challenging technical assessments that focus heavily on complex system design, the architecture of distributed systems, and demonstrable, hands-on experience with deploying LLMs and constructing robust machine learning pipelines in production environments. Candidates may be explicitly asked to articulate their strategic approach to solving highly ambiguous AI challenges, their methodologies for rigorously optimizing model performance, and their strategies for building scalable, cost-effective infrastructure. For individuals targeting customer-facing or strategic roles, the interview panels will heavily emphasize the candidate's proven ability to successfully navigate and manage complex, multi-stakeholder enterprise relationships, their deep understanding of commercial real estate dynamics or corporate sustainability reporting, and their advanced quantitative and analytical skills. Across all prospective roles, Cambio places an exceptionally high premium on exceptional collaboration and articulate communication skills, as seamless cross-functional teamwork is absolutely essential to the company's operational model. All candidates should be thoroughly prepared to confidently demonstrate their ability to thrive in a highly dynamic, fast-paced, hyper-growth startup environment and clearly articulate their genuine, intrinsic passion for fundamentally decarbonizing the built environment.

Why Join / Why Not

Why Join:

Cambio offers an exceedingly rare and compelling opportunity to work precisely at the cutting edge of applied artificial intelligence while simultaneously addressing one of the most critical and urgent global challenges of our time: climate change. The company has already achieved exceptional, clearly demonstrable product-market fit, proudly serving some of the largest and most demanding institutional real estate investors in the world and successfully tripling its annual recurring revenue on a year-over-year basis. Backed by a syndicate of top-tier investors, including Y Combinator and Maverick Ventures, Cambio is exceptionally well-capitalized following its recent, highly successful $18 million Series A financing round. The founding team brings unparalleled, deeply authentic domain expertise and a profound, empathetic understanding of their customers' most acute pain points, having personally lived through them firsthand during their own careers in finance. Employees are consistently granted high levels of operational ownership, the thrilling ability to ship impactful products rapidly, and the unique chance to fundamentally shape the foundational culture of a fast-growing, category-defining company. If you are deeply passionate about leveraging advanced, frontier technology to drive tangible, measurable environmental impact alongside robust financial returns, Cambio represents an exceptional environment in which to build your career and leave a lasting legacy.

Why Not:

Conversely, as an early-stage, hyper-growth startup operating in a complex domain, Cambio is decidedly not suited for individuals who are seeking a highly structured, predictable, or slow-paced corporate environment. The daily work intrinsically requires successfully navigating significant ambiguity, comfortably wearing multiple hats, and adapting quickly to rapidly changing strategic priorities. The established hybrid work model strictly mandates two to three days of in-person attendance per week in specific, designated geographic locations (San Francisco, Waterloo, NYC, or London), which may not appeal to professionals who are exclusively seeking fully remote work opportunities. Additionally, the inherently complex nature of the core product—which sits squarely at the challenging intersection of advanced AI, technical building science, and sophisticated enterprise finance—demands a steep, continuous learning curve and a remarkably high degree of intellectual rigor. If you strongly prefer operating within established, well-documented processes over the messy reality of building them from scratch, or if you are not deeply, intrinsically motivated by the specific mission of decarbonizing commercial real estate, the intensity, pace, and demands of the environment at Cambio might ultimately not be the right long-term fit for your career aspirations.