Granica is an AI research and systems company building the infrastructure for a new kind of intelligence: one that is structured, efficient, and deeply integrated with data.
Our systems operate at exabyte scale, processing petabytes of data each day for some of the world’s most prominent enterprises in finance, technology, and industry. These systems are already making a measurable difference in how global organizations use data to deploy AI safely and efficiently.
We believe that the next generation of enterprise AI will not come from larger models but from more efficient data systems. By advancing the frontier of how data is represented, stored, and transformed, we aim to make large-scale intelligence creation sustainable and adaptive.
Our long-term vision is Efficient Intelligence: AI that learns using fewer resources, generalizes from less data, and reasons through structure rather than scale. To reach that, we are first building the Foundational Data Systems that make structured AI possible.
Introduction
As we scale toward a generational structured AI company, we’re hiring our Founding Head of Finance to lead Strategic Finance, Capital Markets, FP&A, and Company-Wide Performance Architecture.
This role is for a finance leader who wants to help build a generational company—designing the financial engine, raising capital, and creating a performance model tied directly to long-term value creation.
What You’ll Own
Capital Strategy & Fundraising
Partner with the CEO to raise $50M–$100M+ growth rounds.
Build relationships with top-tier venture, growth, and public-market investors.
Own financial narrative, long-term projections, and investor communications.
Strategic Finance, FP&A & Systems
Build forecasting, scenario modeling, pricing, and long-range planning systems.
Establish the operating discipline required to scale through Series B, C, D → IPO.
Drive analysis across unit economics, GTM efficiency, R&D leverage, and infra cost modeling.
Partner with Product, Engineering, and Sales to align economics with roadmap and GTM scale.
Performance & Compensation Architecture
Design and operationalize a company-wide performance-based compensation system (NPUs).
Build KPI-driven models for engineering, research, GTM, and operations.
Own governance, payout logic, and transparency across total rewards.
Operational & Strategic Leadership
Lead planning cycles, resource allocation, and financial readiness.
Build global reporting and financial systems that scale with enterprise demand.
Partner with the CEO on board materials, product strategy, pricing, and market expansion.
Risk, Controls & IPO Readiness
Build audit, compliance, and governance frameworks for late-stage scale.
Drive S-1 readiness, revenue recognition compliance, and investor-grade reporting.
Team Building
Hire and scale FP&A, accounting/controllership, revenue operations, and analytics.
Transition from outsourced support to a high-velocity internal team.
What You Bring
Experience raising $50M–$100M+ for a high-growth startup.
Scaled a company from Series B/C → Series D → IPO readiness.
Deep expertise in performance-based compensation systems across technical and GTM teams.
Hands-on ownership of FP&A, pricing, forecasting, and model optimization.
Strong understanding of SaaS/AI infrastructure economics (usage-based preferred).
Ability to operate at founder altitude with clarity, speed, and disciplined execution.
Why Granica
Fundamental Research Meets Enterprise Impact. Work at the intersection of science and engineering, turning foundational research into deployed systems serving enterprise workloads at exabyte scale.
AI by Design. Build the infrastructure that defines how efficiently the world can create and apply intelligence.
Real Ownership. Design primitives that will underpin the next decade of AI infrastructure.
High-Trust Environment. Deep technical work, minimal bureaucracy, shared mission.
Enduring Horizon. Backed by NEA, Bain Capital, and various luminaries from tech and business. We are building a generational company for decades, not quarters or a product cycle.
Compensation & Benefits
Competitive salary, meaningful equity, and substantial bonus for top performers
Flexible time off plus comprehensive health coverage for you and your family
Support for research, publication, and deep technical exploration
Join us to build the foundational data systems that power the future of enterprise AI.
At Granica, you will shape the fundamental infrastructure that makes intelligence itself efficient, structured, and enduring.
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