Mosaico
Mosaico is an Italian open-source data management platform for robotics and Physical AI, providing on-premise ingestion, querying, and streaming of multi-sensor data through a Python SDK and Arrow Flight-based daemon, serving industrial, deep tech, and defence organizations.
- Company typePrivate
- Founded2025
- HeadquartersParma, Italy
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Mosaico does
Mosaico is an Italian open-source data management platform purpose-built for robotics and Physical AI workloads. Legally incorporated as dilica s.r.l. in Parma, Italy and founded in 2023 by three former autonomous driving engineers from Ambarella and Magneti Marelli, the company addresses the fragmented data infrastructure that impedes robotics development by transforming petabyte-scale multi-sensor recordings from sources including ROS bags, MCAP, HDF5, Parquet, and TFRecords into queryable, training-ready assets. The platform is designed to run entirely on-premise, enabling customers in defence, industrial, and regulated environments to keep sensitive sensor data within their own infrastructure.
The product architecture consists of two components: the Mosaico Python SDK, which exposes ingestion, querying, and streaming through three primitives (push, find, stream) using strongly-typed ontology models for common robotics sensors such as IMU, GPS, Image, Pressure, RobotJoint, Pose, Velocity, and ForceTorque; and mosaicod, a server-side daemon built on the Apache Arrow Flight protocol that handles storage, catalog management, and retrieval. Technical differentiators include precomputed min/max statistics and skip indices that enable sub-second queries across thousands of sequences, a session-based immutable data model with atomic commits and concurrent multi-worker extensions without data races, and a K-way merge sort streaming engine that delivers synchronized multi-sensor replay in exact chronological order regardless of sampling rate. The optional Mosaico Alchemy add-on product provides ready-to-use ingestion pipelines organized in domain-specific packs, such as Robotic Manipulation, that automate the translation of heterogeneous robotics data formats into the unified Mosaico ontology.
Mosaico operates a dual go-to-market model that combines open-source distribution under AGPL via GitHub for community adoption and self-serve evaluation, with direct enterprise sales for commercial licensing. The open-source tier has driven strong initial traction, accumulating over 1,076 GitHub stars and 15+ organizational users across industrial, deep tech, and defence sectors since its December 2025 public launch, while the commercial license tier offers AGPL bypass, custom DB and data connectors, Mosaico Link for online acquisition, IAM for end-clients, a dashboard toolkit, and custom pipeline certification on a quote-based subscription. The company raised its first institutional capital in January 2026, a $1.16M pre-seed round led by Connect Ventures with co-investment from Vento and Deep Tech angels, to fund the transition from a three-founder research-stage team toward commercial sales execution and ecosystem expansion through integrations with tools such as PlotJuggler and ros2_medkit.
Mosaico firmographics
Firmographics- Name
- Mosaico
- Legal name
- dilica s.r.l.
- Website
- https://mosaico.dev
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Mosaico is an Italian open-source data management platform for robotics and Physical AI, providing on-premise ingestion, querying, and streaming of multi-sensor data through a Python SDK and Arrow Flight-based daemon, serving industrial, deep tech, and defence organizations.
- Ownership category
- akta.pro rank
Mosaico industry classification
Industry- Product category
- Robotics Data Platform
- NAICS
- Software Publishers (5132), Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)
- akta.pro industry
- Data Exploration & Ad-Hoc Query ToolsPlatform Engineering & Internal Developer Platforms (IDP)Business & Public Services/IT & Digital Services (Managed Services, Systems Integration)/DevOps, Platform Engineering & SRE ServicesEnterprise Application Reporting, BI & Analytics EnablementBusiness & Public Services/IT & Digital Services (Managed Services, Systems Integration)/Enterprise Applications Services (ERP/CRM/HRIS)
Keywords
Where Mosaico is headquartered
LocationHeadquarters
- HQ city
- Parma
- HQ country
- Italy
- HQ region
- Europe
Offices1 record
Markets served
Mosaico business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- Open Source (AGPL): Free AGPL-licensed open source platform for community and internal projects. Provides core Mosaico engine without vendor lock-in, with community support via Discord.
- Commercial License: Paid commercial license for enterprise and commercial projects. Includes AGPL bypass, custom DB and data connectors, Mosaico Link (online acquisition), IAM for end-clients, dashboard toolkit, and custom pipeline certification. Pricing is quote-based.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Open Source tier for community and internal projects - free with community support |
| Subscription | Annual | Commercial license for enterprise and commercial projects - quote-based pricing |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels5 records
Mosaico product offering
Product offeringCore offering
Mosaico provides an open-source, on-premise data management platform purpose-built for robotics and Physical AI. It transforms petabytes of multi-sensor robotic data into training-ready assets through a unified semantic ontology, Python SDK, server-side daemon, and ingestion pipelines that translate heterogeneous formats (ROS bags, MCAP, HDF5, TFRecords, Parquet) into queryable archives. Commercial licensing adds AGPL bypass, custom connectors, IAM, dashboard toolkit, and pipeline certification for enterprise customers.
Product overview
Mosaico is a unified open-source data platform for robotics and Physical AI consisting of the core Mosaico Engine, mosaicod daemon, and Python SDK. The core engine provides on-premise data management for petabyte-scale sensor data with standardized ontology models. The mosaicod daemon handles storage, indexing, and retrieval using Apache Arrow Flight protocol. The Python SDK enables data ingestion, querying, and streaming with three primitives: push, find, stream. Optional Mosaico Alchemy add-on provides ready-to-use ingestion pipelines that translate heterogeneous formats (ROS bags, MCAP, HDF5, TFRecord, Parquet) into the unified ontology. Commercial licensing adds AGPL bypass, custom connectors, Mosaico Link, IAM, and dashboard toolkit.
Differentiator
Problem solved
Functional benefit
Brands
- Mosaico Alchemy: A collection of ready-to-use data ingestion pipelines for Physical AI and Robotics, organized in Packs targeting specific domains like Robotic Manipulation.
Products and services
- Mosaico Core Engine (Open Source Edition) AGPL-licensed open-source data platform for robotics and Physical AI. Runs entirely on-premise (servers, cloud account, or edge hardware) and provides ontology, ingestion, and query layers with zero vendor lock-in, middleware-agnostic design, and full ROS compatibility. Includes core Mosaico engine and community support via Discord.
- Mosaico Alchemy Collection of ready-to-use data ingestion pipelines for Physical AI and Robotics, organized in Packs targeting specific domains (e.g., Robotic Manipulation Pack). Translates heterogeneous dataset formats including HDF5, ROS bags, MCAP, TFRecord, and Parquet into Mosaico's unified semantic ontology.
- Mosaico Commercial License Paid annual subscription license for enterprise and commercial projects. Provides AGPL bypass, custom database and data connectors, Mosaico Link (online acquisition), IAM for end-clients, dashboard toolkit, and custom pipeline certification. Includes dedicated support and development. Quote-based pricing.
Companies that use Mosaico
Customer profileNamed customers1 record
Segments3 records
Ideal customer profiles3 records
Mosaico technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability4 records
Feature8 records
Mosaico partnerships and signals
Strategic signalScale indicators4 records
Recent moves5 records
Expansion highlights5 records
Mosaico competitors and assessment
Company assessmentDirect peers
- Roboflow: Roboflow provides a data platform for computer vision and robotics covering ingestion, annotation, versioning, and export. Its robotics and physical-world focus overlap with Mosaico's robotics data lifecycle, though Roboflow leans more vision-centric.
- Kognic: Kognic offers a data platform purpose-built for sensor data management, annotation, and feedback loops for autonomous driving and robotics. It targets a similar enterprise buyer (OEMs, autonomy stack developers) with comparable sensor-data workflows to Mosaico.
- Encord: Encord is a data development platform for multimodal AI (images, video, sensor) with strong robotics and autonomous-system use cases. It competes for ML-data infrastructure budgets and offers comparable curation, query, and lineage capabilities.
- Foxglove: Foxglove provides visualization, debugging, and data management tooling for robotics teams, including native support for ROS/MCAP. It is the closest direct peer to Mosaico, competing for the same developer and enterprise buyer for robotics data infrastructure.
Emerging players
- Datagen: Datagen focuses on synthetic data generation for computer vision and AI. It is thematically adjacent to Mosaico's data-infrastructure thesis for robotics, but specialises in synthetic generation rather than real-sensor data management.
Broad incumbents
- Scale AI: Scale AI provides data infrastructure, annotation, and evaluation for ML across multiple verticals including autonomous systems. It is a much larger, broader incumbent competing for robotics data budgets with significantly greater capital and sales coverage.
- NVIDIA Isaac / Omniverse: NVIDIA's Isaac and Omniverse platforms provide robotics simulation, synthetic data, and increasingly data-management tooling tightly integrated with NVIDIA hardware. As a broad incumbent, it bundles robotics data capabilities with GPU/cloud economics that Mosaico must compete against.
- AWS RoboMaker: AWS RoboMaker is a cloud robotics platform providing development, simulation, and data-management services. As a hyperscaler offering, it competes for enterprise robotics workloads with bundled cloud-economics pricing that pressures niche on-premise players like Mosaico.
Others
- MongoDB: MongoDB is a general-purpose document database frequently used in robotics and IoT backends. It is not a direct competitor on sensor-data semantics, but it represents the alternative architecture (general-purpose DB + custom pipelines) that Mosaico replaces.
- ClickHouse: ClickHouse is a high-performance OLAP database often used for time-series and telemetry analytics. Robotics teams sometimes assemble ClickHouse-plus-custom-code as an alternative to Mosaico's purpose-built ontology and query layer.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Mosaico social profiles
Digital presenceMosaico financial estimates
Financial estimateRevenue estimate
Valuation estimate
Mosaico leadership team
Management profileNumber of profiles
Profiles3 records
Mosaico funding detail
Funding detailFunding overview
Funding rounds1 record
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Mosaico M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Mosaico
What does Mosaico do?
Mosaico provides an open-source, on-premise data management platform purpose-built for robotics and Physical AI. It transforms petabytes of multi-sensor robotic data into training-ready assets through a unified semantic ontology, Python SDK, server-side daemon, and ingestion pipelines that translate heterogeneous formats (ROS bags, MCAP, HDF5, TFRecords, Parquet) into queryable archives. Commercial licensing adds AGPL bypass, custom connectors, IAM, dashboard toolkit, and pipeline certification for enterprise customers.
Is Mosaico a public or private company?
Mosaico is a private company. It is classified as venture growth investor backed and is currently operating.
When was Mosaico founded?
Mosaico was founded in 2025. It employs 1 to 10 people.
Where is Mosaico based?
Mosaico is headquartered in Parma, Italy, in the Europe region.
How does Mosaico make money?
Two revenue lines are on record. Open Source (AGPL) is the primary driver. The others are commercial License.
Who are Mosaico's main competitors?
Direct peers on record are Roboflow, Kognic, Encord and Foxglove. Datagen is listed as an emerging player. Broad incumbents are Scale AI, NVIDIA Isaac / Omniverse and AWS RoboMaker. Others are MongoDB and ClickHouse.
Does Mosaico have an API?
Yes. Mosaico provides a public API via the mosaicod daemon using gRPC with Apache Arrow Flight protocol. The API exposes administrative actions for sequence management (sequence_create, sequence_delete), topic management (topic_create, topic_delete), session management (session_create, session_finalize, session_delete), notification system (*_notification_create, *_notification_list, *_notification_purge), query actions, and version retrieval. Authentication is via API keys with coarse-grained permissions (read, write, delete, manage). API keys follow a three-part format: msco_[PAYLOAD]_[FINGERPRINT]. The Python SDK (mosaicolabs) is the primary client library for interacting with the platform. Developer documentation is at docs.mosaico.dev.
What industry is Mosaico in?
Mosaico's product category is Robotics Data Platform. Its primary akta.pro industry code is HDAEAMAL, Data Exploration & Ad-Hoc Query Tools, with a secondary code of BPAEAKAC, Platform Engineering & Internal Developer Platforms (IDP). Its NAICS code is 5132 and its SIC code is 7372.