Peltarion vs Scribble Data

Neither company has publicly disclosed a valuation, making a definitive size comparison difficult. Peltarion employs 1-50 people, while Scribble Data has 10-50 employees.

Peltarion has raised $30M in disclosed funding across 0 known rounds. Scribble Data's funding history is not publicly available.

Peltarion holds the higher Awaira Score at 40/100, compared to Scribble Data's 35/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 5-point gap that reflects meaningful differences in scale or traction.

Peltarion was founded by Niklas Borg in 2004. Scribble Data was founded by Arun Iyengar in 2019. Visit each company's profile on Awaira for a full founder biography.

Peltarion: Peltarion built a deep learning development platform that provided a visual, no-code interface for building and deploying neural network models, enabling data scientists and engineers to construct complex ML architectures through a drag-and-drop graph editor and deploy models via API without writing training code from scratch. The Stockholm company focused on making deep learning accessible to teams without specialist ML engineering expertise.\n\nThe company raised approximately $30 million in venture funding before being acquired by Palantir Technologies in 2021. The acquisition gave Palantir a deep learning platform capability to integrate into its Foundry and Apollo products, supplementing Palantir own data engineering and AI tools with visual model development workflows from the Peltarion team. Prior to acquisition, Peltarion had built a customer base among European enterprises and research institutions seeking to deploy custom neural networks without building internal ML engineering teams.\n\nPeltarion competed in the visual AI development market alongside obvious.ai, Fritz AI, and commercial platforms including Google Cloud AutoML. The acquisition by Palantir reflected a broader trend of large enterprise data companies acquiring specialist ML tooling startups to enhance their platform offerings. The Peltarion team integration into Palantir continued the company focus on making AI development workflows more accessible, but within the context of Palantir existing enterprise relationships rather than as an independent product. Scribble Data: Scribble Data builds a feature store and ML data pipeline platform that enables data science teams to define, compute, store, and serve machine learning features in a unified platform, addressing the significant engineering overhead of building and maintaining feature infrastructure for production ML systems. The platform reduces the time data teams spend on data wrangling and feature engineering by providing reusable feature definitions and automated pipeline orchestration.\n\nThe company is in early Seed stage with limited disclosed funding and targets data science teams at financial services companies, digital consumer businesses, and enterprise analytics organizations that run large-scale ML operations. Scribble Data positions its platform as infrastructure that shortens the path from model ideation to production deployment.\n\nFeature stores have emerged as a recognized production ML infrastructure category, with vendors including Tecton, Feast, and Hopsworks competing for enterprise adoption. Scribble Data's India-based team and pricing model target a segment of the market that cannot justify the cost of US-headquartered enterprise ML platform vendors, while still requiring production-grade feature management capabilities.

Peltarion was founded first in 2004, giving it 15 years of additional market experience. Scribble Data was founded later in 2019. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Peltarion has approximately 1-50 employees, while Scribble Data has approximately 10-50. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, Peltarion and Scribble Data are direct competitors — both operate in the ML Platform space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.