
Granica is a pioneer in AI-driven data optimization, delivering state-of-the-art technologies to help enterprises manage large-scale data volumes used in AI, machine learning, and analytics. Granica's flagship product, Crunch, is a high-performance data compression solution that significantly reduces cloud storage footprint and improves data pipeline performance. By maximizing the efficiency of enterprise data infrastructure, Granica enables organizations to scale AI and analytics workloads with greater speed and cost-effectiveness. Granica’s product portfolio also includes: Signal – An advanced data refinement solution that intelligently selects high-value data for AI training, improving model accuracy while reducing computational overhead. Screen – A pioneering synthetic data generation technology that creates high-fidelity synthetic datasets, preserving statistical properties while eliminating privacy risks.

Granica is a pioneer in AI-driven data optimization, delivering state-of-the-art technologies to help enterprises manage large-scale data volumes used in AI, machine learning, and analytics. Granica's flagship product, Crunch, is a high-performance data compression solution that significantly reduces cloud storage footprint and improves data pipeline performance. By maximizing the efficiency of enterprise data infrastructure, Granica enables organizations to scale AI and analytics workloads with greater speed and cost-effectiveness. Granica’s product portfolio also includes: Signal – An advanced data refinement solution that intelligently selects high-value data for AI training, improving model accuracy while reducing computational overhead. Screen – A pioneering synthetic data generation technology that creates high-fidelity synthetic datasets, preserving statistical properties while eliminating privacy risks.
What they do: AI Data Readiness Platform that optimizes and compresses large-scale data for AI/ML and analytics
Flagship product: Crunch — high-performance data compression and query performance solution
Founded / HQ: 2019; Mountain View, California
Founders: Rahul Ponnala (CEO) and Tarang Vaish (CTO)
Funding: $45M Series A (announced June 8, 2023)
Enterprise data infrastructure, data preparation for AI/ML, storage and query optimization, synthetic data and privacy-preserving data tooling.
2019
Software Development
45000000
Series A announced June 8, 2023; investors include NEA and Bain Capital Ventures among others.
“Backed by institutional VCs including New Enterprise Associates (NEA) and Bain Capital Ventures”
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Granica is redefining how enterprises prepare and optimize data at the most fundamental layer of the AI stack—where raw information becomes usable intelligence. Our technology operates deep in the data infrastructure layer, making data efficient, secure, and ready for scale.
We eliminate the hidden inefficiencies in modern data platforms—slashing storage and compute costs, accelerating pipelines, and boosting platform efficiency. The result: 60%+ lower storage costs, up to 60% lower compute spend, 3× faster data processing, and 20% overall efficiency gains.
Why It Matters
Massive data should fuel innovation, not drain budgets. We remove the bottlenecks holding AI and analytics back—making data lighter, faster, and smarter so teams can ship breakthroughs, not babysit storage and compute bills.
Powered by World-Class Investors & Customers
$65M+ raised from NEA, Bain Capital, A* Capital, and operators behind Okta, Eventbrite, Tesla, and Databricks. Our platform already processes hundreds of petabytes for industry leaders
Our Mission: We’re building the default data substrate for AI, and a generational company built to endure.
Smarter Infrastructure for the AI Era:
We make data efficient, safe, and ready for scale—think smarter, more foundational infrastructure for the AI era. Our technology integrates directly with modern data stacks like Snowflake, Databricks, and S3-based data lakes, enabling:
Trusted by Industry Leaders
Enterprise leaders globally already rely on Granica to cut costs, boost performance, and unlock more value from their existing data platforms.
A Deep Tech Approach to AI
We’re unlocking the layers beneath platforms like Snowflake and Databricks, making them faster, cheaper, and more AI-native. We combine advanced research with practical productization, powered by a dual-track strategy:
Backed by the Best
We’ve raised $60M+ from NEA, Bain Capital, A Capital, and operators behind Okta, Eventbrite, Tesla, and Databricks.
Our Mission
To convert entropy into intelligence , so every builder—human or AI—can make the impossible real.
We’re building the default data substrate for AI , and a generational company built to endure beyond any single product cycle.
WHAT YOU’LL DO
This is a deep systems role for someone who lives and breathes distributed infrastructure, understands how data moves at scale, and wants to build the next-generation AI data platform from the ground up.
WHAT WE’RE LOOKING FOR
You’ve built systems where performance, resilience, and clarity of design all matter. You thrive at the intersection of infrastructure engineering and applied research, and care deeply about both how something works and how well it works at scale.
Core Skills
Desired Skills
WHY JOIN GRANICA
If you’ve helped build the modern data stack at a large company—Databricks, Snowflake, Confluent, or similar—you already know how critical lakehouse infrastructure is to AI and analytics at scale. At Granica, you’ll take that knowledge and apply it where it matters most…at the most fundamental layer in the data ecosystem.
COMPENSATION & BENEFITS
Granica is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.