Cascading AI, Inc. (Casca)

Building AGI for Banking

Casca (formerly known as Cascading AI) is fundamentally rewiring how banks process commercial and small business loans, taking on a monumental challenge in the financial technology sector. Founded by an elite team of banking IT experts and artificial intelligence researchers hailing from Stanford University, Casca operates on the bold yet calculated premise that responsible, cutting-edge AI can unlock an estimated $1 trillion in untapped value for global banking institutions. Small businesses are universally recognized as the lifeblood of the American economy, driving innovation, employment, and local growth. Yet, paradoxically, many traditional banks actively avoid funding them. This hesitation is largely due to the immense, economically unviable manual effort required to process these smaller-scale loans using outdated systems. Casca is systematically replacing 30-year-old, deeply entrenched legacy banking infrastructure with a state-of-the-art, AI-native Loan Origination System (LOS). This revolutionary platform automates up to 90% of the tedious, manual workflows previously required by human loan officers, fundamentally altering the economics of small business lending.

At the very core of Casca's transformative platform is "Sarah," a sophisticated, built-in AI agent designed to communicate directly and intuitively with small business loan applicants via email or SMS. Sarah is not just a simple chatbot; she is an intelligent guide that seamlessly navigates applicants through the notoriously complex and opaque application process. She proactively collects necessary documentation, answers applicant queries in real-time, and meticulously prepares a comprehensive, highly accurate loan file for human underwriters to review. By significantly reducing the friction, time delays, and operational costs associated with traditional loan origination, Casca empowers banks to profitably and efficiently serve the estimated 30 million small businesses operating in the United States. This offers these businesses a crucial lifeline of affordable and rapid funding, serving as a vital alternative to the exorbitant interest rates often charged by predatory online alternative lenders. Bolstered by a recent, highly successful $29 million Series A funding round—backed by top-tier, industry-leading investors including Y Combinator, Canapi Ventures, Live Oak Ventures, and Peterson Ventures—Casca is currently in a phase of hyper-growth, rapidly scaling its deployment across major Tier 1 US banks and cementing its position as a transformative force in the industry. The implications for the broader economy are profound, as democratizing access to capital for small businesses can spur widespread economic revitalization. For prospective employees, this represents an opportunity to work on a product that has immediate, tangible, and overwhelmingly positive real-world impact.

A Culture of Competition & Excellence

The organizational culture at Casca is deeply and unapologetically rooted in high performance, extreme ownership, and an unrelenting drive to win in a highly competitive market. The founding team, which notably consists of former competitive athletes and high-level gamers, brings a relentless, disciplined focus on continuous improvement to every facet of their engineering and operational challenges. At Casca, the concept of "Ownership" is not just a buzzword; it means taking absolute responsibility for outcomes without ever assigning blame. When something inevitably breaks within their highly complex, mission-critical software systems, the immediate, ingrained reflex across the team is "How can I fix it?" rather than pointing fingers or seeking to deflect responsibility. This creates an environment of profound psychological safety combined with intense accountability.

As an early-stage company building ambitiously at the very frontier of artificial intelligence and financial infrastructure, Casca operates with an exceptionally high degree of intensity and commitment. The team fully embraces a "Culture of Innovation" where calculated risk-taking is not just tolerated but actively encouraged, and where learning from inevitable failures is viewed as a strictly necessary, valuable step in pushing the boundaries of what is possible in fintech. Employees at all levels are expected to work with a palpable sense of urgency and a strong bias for action, particularly during critical major product launches and high-impact development sprints. The environment is highly collaborative, with cross-functional teams working in tight synchronization, but it is undeniably demanding. It requires team members to be fully aligned with the explicit expectation of putting in the extra focus, dedication, and time needed to revolutionize a massive, heavily regulated $7 trillion industry. Notably, Casca strongly emphasizes the irreplaceable value of in-person collaboration, strictly requiring team members to work on-site five days a week at their vibrant San Francisco office. This physical proximity fosters rapid iteration, immediate feedback loops, and a tight-knit camaraderie that remote environments often struggle to replicate. For those who thrive in a high-stakes, fast-paced, and deeply collaborative setting, the culture at Casca offers an unparalleled crucible for professional growth and achievement.

What You'll Actually Do

Working at Casca means positioning yourself squarely at the fascinating, high-stakes intersection of cutting-edge artificial intelligence and deeply entrenched, highly regulated financial infrastructure. For engineering roles, such as a Staff Software Engineer, the day-to-day work involves driving critical architectural decisions that must delicately balance long-term system stability and security with the rapid, relentless pace of feature development required by a hyper-growth SaaS platform. Engineers typically spend approximately 70% of their time deeply focused on contributing high-quality, scalable code, and the remaining 30% collaborating intensely with stakeholders, mentoring junior team members, and driving broad technical alignment across the organization. The technology stack is deliberately modern and robust, utilizing TypeScript, React, Next.js, Python, PostgreSQL (interfaced with Prisma), AWS, Vercel, and Elastic to build highly performant, resilient systems.

For operational and deployment roles, such as a Founding Deployment Strategist, the day-to-day reality is distinctly different and involves embedding directly and deeply with Tier 1 bank clients. In these critical roles, you will translate ambitious, abstract AI capabilities into robust, functional production systems, expertly navigating Byzantine core banking integrations, rigid API specifications, and highly complex data mapping exercises. This is absolutely not a remote, hands-off coordination role; it requires being physically on the ground, working shoulder-to-shoulder with bank stakeholders when decades-old legacy systems are systematically ripped out and replaced in a matter of mere months. You will be responsible for gathering nuanced product requirements directly from end-users within the bank, proactively surfacing obscure edge cases, and meticulously translating complex client needs into clear, actionable engineering tasks for the development team. Across all roles at Casca, employees are expected to rapidly build deep, authoritative domain expertise in banking operations, compliance frameworks, and intricate lending workflows. This ensures that Casca's AI solutions not only function flawlessly from a technical standpoint but also rigorously meet the stringent, non-negotiable regulatory requirements of the global financial sector. The work is challenging, deeply intellectual, and requires a unique blend of technical acumen and business empathy.

Compensation & Benefits

Casca offers highly competitive, comprehensive compensation packages that are meticulously designed to attract, retain, and motivate top-tier talent within the notoriously competitive San Francisco technology market. The company provides a thoughtfully structured mix of strong base salaries, robust comprehensive benefits, and significant equity potential that is typical of a high-growth, heavily backed Series A startup poised for massive scale.

Based on detailed recent job postings and market analysis, the compensation architecture at Casca is structured as follows, reflecting their commitment to rewarding top performers:

* Staff Software Engineer: A highly competitive base salary ranging from $185K to $352K, commensurate with experience and technical depth.

* Founder's Associate: A strong base salary ranging from $135K to $160K, reflecting the strategic importance of the role.

* General Engineering/Product Roles: Base salaries ranging from $100K to $200K, which notably includes highly competitive positions for exceptional new graduates entering the industry.

In addition to these strong base salaries, Casca provides a full suite of health, dental, and vision benefits designed to ensure the well-being of their employees and their families. They also offer crucial visa sponsorship for highly qualified international candidates, demonstrating their commitment to building a globally diverse, elite team. The equity component of the compensation package is a significant, heavily emphasized part of Casca's total rewards philosophy. It is designed to offer early employees a true, meaningful ownership stake in a company that is rapidly scaling its operations, expanding its market share, and fundamentally disrupting the highly lucrative banking technology sector. This equity potential represents a significant opportunity for long-term wealth creation for those who contribute to the company's ultimate success.

The Interview Process

While the highly specific, granular details of Casca's interview process are not extensively documented in public forums, the process is widely known within industry circles to be exceptionally rigorous, deeply probing, and highly selective. This reflects the company's uncompromisingly high standards and the "all-Stanford" pedigree of its founding team. Candidates who enter the pipeline can expect a demanding, multi-stage evaluation process that meticulously tests both deep, practical technical competence and strong cultural alignment with their intense, high-performance environment.

For engineering roles, the interview process likely begins with challenging technical screens that focus heavily on modern web architectures, complex system design (particularly concerning the nuances of relational databases and distributed cloud platforms), and rigorous, practical coding exercises typically conducted in TypeScript or Python. Given the company's laser focus on operating within highly regulated industries, candidates should also expect to be rigorously evaluated on their intuitive, practical understanding of security protocols, system reliability engineering, and compliance best practices. The technical bar is set exceptionally high, requiring candidates to demonstrate not just theoretical knowledge, but the ability to write clean, scalable, and secure code under pressure.

For operational, product, and strategic roles, the interview process will heavily index on assessing advanced problem-solving abilities, exceptional communication skills, and the demonstrated capacity to navigate highly complex, ambiguous, multi-stakeholder environments. Candidates should be fully prepared to provide concrete examples demonstrating how they handle deep ambiguity, drive relentless execution under intense pressure, and successfully manage critical client relationships at the executive level. Across all interviews and all roles, Casca is actively looking for individuals who consistently exhibit a strong, undeniable bias for action, a deeply ingrained quality-first mentality, and the specific type of mental resilience required to not just survive, but truly thrive in a high-velocity, high-stakes startup environment.

Why Join / Why Not

Why Join:

Casca offers an exceptionally rare, potentially career-defining opportunity to be inside the room—and driving the strategy—when America's largest and most conservative banks finally transition from decades-old, brittle legacy systems to agile, AI-native infrastructure. If you are deeply motivated by the prospect of operating at massive scale and delivering tangible, measurable real-world impact, Casca provides the unique platform to revolutionize a massive $7 trillion industry. In doing so, you will help unlock crucial funding for millions of small businesses, directly contributing to broader economic vitality. The company is exceptionally well-funded, backed by top-tier, highly respected investors including Y Combinator and Canapi Ventures, and boasts a world-class, visionary founding team. For ambitious, highly driven professionals, Casca provides an unparalleled platform for accelerated career growth, the opportunity to take deep, meaningful ownership of critical, company-defining initiatives, and the chance to work alongside a highly talented, fiercely competitive, and exceptionally driven team of peers.

Why Not:

Casca is absolutely not the right environment for those seeking a relaxed, predictable 9-to-5 lifestyle or the flexibility of remote work. The company operates with an extremely high level of intensity, demanding significant focus, emotional investment, and substantial time commitments, especially during critical development sprints and major client deployments. The strict, non-negotiable requirement to work on-site five days a week in their San Francisco office may be a significant dealbreaker for candidates who prefer or require hybrid or fully remote working arrangements. Furthermore, the high-pressure environment, which is frequently characterized by a "competitive athletes" culture, requires a very specific, robust type of mental resilience and internal drive. If you are generally uncomfortable with high degrees of ambiguity, the necessity for rapid context switching, or the intense, unrelenting pressure of deploying mission-critical software in highly regulated, unforgiving environments, Casca may simply not be the right fit for your working style or career preferences.