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Granica

Cloud storage PII detection with pay-per-use

Head of Finance - Strategic Finance & Corporate Development

Full-TimeUpdated on 10/23/2026
$140k - $180k/yr+ Performance bonus + Equity
Expert
San Francisco, CA, USA
In PersonOn-site in the San Francisco Bay Area.
Finance & BankingCorporate Finance & FP&A

About the job

Requirements
  • Experience raising $50M–$100M or more for a high-growth startup.
  • Experience scaling a company from Series B/C through Series D and toward IPO readiness.
  • Deep expertise in performance-based compensation systems across technical and go-to-market teams.
  • Hands-on ownership of financial planning and analysis, pricing, forecasting, and model optimization.
  • Strong understanding of software-as-a-service and artificial intelligence infrastructure economics; usage-based experience is preferred.
  • Ability to operate with founder-level perspective, clarity, speed, and disciplined execution.
Responsibilities
  • Partner with the CEO to lead growth rounds of $50M–$100M or more across Series B and later stages.
  • Own the long-range financial model, capital strategy, and investor narrative.
  • Build and manage relationships with venture, growth, and crossover investors.
  • Lead diligence, investor questions and answers, and board-level financial communications.
  • Build forecasting, scenario modeling, pricing, and long-range planning systems.
  • Establish the operating discipline needed to scale through Series B, C, and D to an initial public offering.
  • Drive analysis across unit economics, go-to-market efficiency, research and development leverage, and infrastructure cost modeling.
  • Partner with Product, Engineering, and Sales to align economics with the roadmap and go-to-market scale.
  • Translate system-level and technical value into finance-relevant outcomes, including infrastructure cost reduction, margin expansion, and multi-year cost predictability.
  • Apply firsthand experience evaluating large-scale data, cloud, or infrastructure spend to pressure-test pricing, return-on-investment models, and replacement economics versus incumbent providers.
  • Serve as an internal proxy for enterprise chief financial officer decision-making, anticipating concerns around switching costs, procurement, risk, and budget governance.
  • Inform early design-partner conversations and commercial structuring by embedding economic-buyer judgment into product, pricing, and go-to-market strategy.
  • Ensure the financial story withstands investor diligence and enterprise customer scrutiny.
  • Design and operationalize a company-wide performance-based compensation system (NPUs).
  • Build key performance indicator-driven models for engineering, research, go-to-market, and operations.
  • Own governance, payout logic, and transparency across total rewards.
  • 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.
  • Build audit, compliance, and governance frameworks for late-stage scale.
  • Drive S-1 readiness, revenue recognition compliance, and investor-grade reporting.
  • Hire and scale financial planning and analysis, accounting and controllership, revenue operations, and analytics teams.
  • Transition from outsourced support to a high-velocity internal team.
Desired Qualifications
  • Experience with usage-based software-as-a-service or artificial intelligence infrastructure economics.

About the company

Granica.ai provides data security and AI services focused on identifying sensitive information, like PII, in cloud storage such as S3 and Google Cloud Storage. Its Byte Precise Detection technology achieves high precision and recall for detecting sensitive data while keeping costs low through a pay-per-use model. The product works by scanning data streams in cloud storage to locate sensitive bytes with statistical correlations, enabling scalable, autonomous operation across regions and clouds. Differentiators include pay-per-use pricing, scalable distributed systems, and a focus on lowering the cost and risk of using AI with privacy-aware data. The goal is to improve the signal-to-noise ratio of information to make AI safer, more affordable, and easier to use.

Company Size

11-50

Company Stage

Early VC

Total Funding

$45M

Headquarters

Mountain View, California

Founded

2019

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Simplify's Take

What believers are saying

  • Granica launched Myelin in July 2026, expanding into agent infrastructure beyond data security.
  • The company reported 68 employees in March 2026, with 14 active roles this year.
  • FinOps Foundation listing and Google Cloud partnership validate enterprise visibility and channel access.

What critics are saying

  • Google, Microsoft, and Databricks can bundle similar AI governance features into existing platforms.
  • Granica still shows Series A funding from June 2023, limiting war-chest against incumbents.
  • Myelin’s invite-only launch signals product-market uncertainty; weak adoption kills the agent-platform thesis.

What makes Granica unique

  • Myelin extends Granica beyond storage into persistent agent state across sessions.
  • Granica Screen and Crunch combine PII detection, compression, and access analytics in one stack.
  • Google Cloud partnership and marketplace presence anchor Granica inside enterprise data workflows.

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Benefits

  • Health Insurance
  • Flexible PTO
  • Parental Leave
  • Family Planning Benefits
  • Fertility Treatment Support
  • Conference Attendance Budget
  • Professional Development Budget
  • Wellness Program
  • Mental Health Support
  • Gym Membership
  • Remote Work Options
  • Hybrid Work Options

Growth & Insights and Company News

6 month growth

0%

1 year growth

5%

2 year growth

-6%
The Bakersfield Californian
Oct 15th, 2024
Granica Crowned a Winner in the 2024 A.I. Awards

Granica, a leading AI data readiness platform, has been announced as a winner in The 2024 A.I. Awards program in two categories: 'AI Solution of the Year' and 'Best Use of AI in Manufacturing'.

Business Wire
Sep 26th, 2024
Granica Named a Finalist in the 2024 A.I. Awards

Granica named a finalist in the 2024 A.I. Awards.

Business Wire
Mar 14th, 2024
Granica Joins Google Cloud Partner Advantage

MOUNTAIN VIEW, Calif.--(BUSINESS WIRE)--Granica, the training data platform for trusted AI, announced today that it has joined Google Cloud Partner Advantage as a Partner in the Build engagement model, giving customers the ability to make their AI-powered data products more effective, more efficient, and safer to use.Granica offers customers data management solutions for AI, which assist generative and traditional AI teams in several critical areas: ensuring the privacy of sensitive data sets used in model training, improving their models, controlling their costs, and scaling up data operations. Key services include:A training data privacy service, called Granica Screen, which delivers highly accurate and highly cost-efficient identification, protection, and monitoring of all sensitive information in structured, semi-structured and unstructured text data in Google Cloud data lakes, at any scale. Granica Screen improves data security posture and prevents breaches, preserves privacy for safe use of data for AI/ML/analytics, streamlines data security and privacy monitoring, and enables regulatory compliance.A training data compression service, called Granica Crunch, which pre-processes petabyte-scale data in cloud data lakes before it is used in downstream stages and environments. It provides deep and fast data compression in order to reduce the cost to store and access data by up to 80%, while ensuring data remains “hot” and accessible.A training data visibility service, called Granica Chronicle AI, which facilitates data lake exploration and cost optimization with a deep focus on data access. It offers a genAI-powered text to query interface that generates relevant visualizations in graphs and tables to uncover actionable insights, fast, with no SQL knowledge required.“ Our mission is to enable enterprise AI teams to build trusted AI that is effective, efficient, and safe. We believe that a data-centric approach holds the key to unlocking the transformative potential of AI and machine learning,” said Rahul Ponnala, co-founder and CEO of Granica

Datanami
Sep 15th, 2023
Granica Introduces Chronicle AI for Deep Data Visibility for Amazon S3 and Google Cloud Storage Customers

MOUNTAIN VIEW, Calif., Sept. 15, 2023 - Granica has announced Chronicle, a new generative AI-powered SaaS offering that provides visibility and analytics into how data is accessed in cloud object stores.

iTechSeries
Sep 14th, 2023
Granica Introduces Chronicle AI for Deep Data Visibility for Amazon S3 and Google Cloud Storage Customers

"Granica is showing impressive momentum, being recognized as a Gartner Cool Vendor two months after launching out of stealth and already introducing a new AI-powered product on their platform," said Vanessa Larco, Partner, NEA.