Roboto
Seattle, US · Founded 2022 · 18 employees on LinkedIn · 12 known investors
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Roboto is a data platform for teams working with real and synthetic robotics data, letting them organize log files, search multimodal sensor and video data, and use AI agents to surface anomalies and diagnose failures. It supports robotics formats such as ROS, PX4, MCAP, ArduPilot, and Parquet, and offers a Python SDK and CLI for programmatic access.
Also known as Roboto AI · roboto-ai
Founders & leadership
Roboto was founded in 2022 by Benji Barash.
Investors · 12
Also in the syndicate · 2
Company profile
researched Aug 2026Roboto is a Seattle-based software company that builds an analytics engine for robotics and physical AI. Its platform ingests raw robot log and sensor data, indexes it into queryable datasets, and helps engineering teams understand how robots behave, why they fail, and what to improve. Native support covers robotics formats including ROS (.bag), PX4 (.ulg), MCAP, ArduPilot, Parquet, CSV, JSON, system logs, video (.mp4) and customer-specific binary formats.
The product is organized around four capabilities: ingest, which turns logs into indexed datasets accessible through a single Python SDK; analyze, which uses Actions and Triggers to process raw data into metrics and aggregate fleet-level KPIs; search, which matches on metadata, tags, topics, events and signal patterns across large data volumes; and curate, which extracts slices of recordings into Collections that can be exported to pipelines such as PyTorch, Hugging Face or S3 for training and evaluation. AI agents on the platform automate triage, root-cause analysis and event detection, producing summaries of anomalies such as vibration spikes, GPS jamming, magnetometer drift, sensor clipping and failsafe activations. A conversational assistant lets users ask questions about individual logs.
Roboto markets to industries where uptime and reliability matter, including drones, medical and surgical robotics, and autonomous vehicles. For drone operators it positions the platform as a way to analyze every flight, run automated QA on units at the factory, and build an FAA Part 108 audit trail. The company also distributes open-source tooling on GitHub, including a Python SDK and CLI (installable via pip), Homebrew formulae, project templates for Roboto Actions, an S3 integration Lambda, agent skills for AI coding agents, and a utility for importing LeRobot datasets.
Founding story
Co-founders Benji Barash and Yves Albers-Schoenberg met the problem while working at Amazon, including on Amazon's drone project and at Amazon Robotics, where they spent days writing scripts to filter and transform sensor data in order to debug failures and evaluate performance. They concluded that robotics teams were held back not by algorithms but by data infrastructure, since platforms such as Splunk, Tableau and Datadog do not support multimodal robotics sensor data and teams therefore build janky in-house tooling. Barash spent a year as entrepreneur-in-residence at the Allen Institute for Artificial Intelligence, and Roboto went through the AI2 incubator before emerging from stealth in April 2023.
Business model
Roboto sells its analytics platform to robotics and physical AI engineering teams, offering a free entry tier ("Get started for free") alongside published pricing and demo-led sales; a Python SDK and CLI provide programmatic access.
The website lists a pricing page and a free starting tier for its hosted platform, indicating a self-serve and sales-assisted software subscription model.
Traction
Customers cited on the company site include BRINC, ANYbotics, Telos Health and Moon Surgical, with BRINC reporting roughly 90% less time spent on fleet-wide root-cause analysis. The open-source Python SDK has 54 GitHub stars across an organization with 18 public repositories.
Latest developments
Recent company milestones include selection for the Physical AI Fellowship by AWS and NVIDIA (March 2026) and inclusion in a 50 Most Innovative Robotics Companies 2026 list (May 2026). The site promotes an "Agent Week" featuring AI agents built for robotics data, and the GitHub organization publishes agent skills for AI coding agents building on Roboto.
▸Full profile — market position, technology, go-to-market, geography, history
Market position
Roboto positions itself as purpose-built infrastructure for robotics and physical AI data, filling a gap left by general-purpose observability and analytics tools such as Splunk, Datadog and Tableau that do not handle multimodal sensor logs. At launch it aimed to give smaller robotics firms data-analysis capabilities comparable to those used internally at companies like Tesla and Waymo.
Native handling of robotics-specific log formats and multimodal sensor data rather than tabular business telemetry, combined with automated AI-driven anomaly detection and root-cause analysis, cross-fleet signal and pattern search, and dataset curation with export paths into machine-learning training pipelines.
Technology
The platform ingests robotics log formats (ROS .bag, PX4 .ulg, MCAP, ArduPilot, Parquet, CSV, JSON, MP4 video and custom binary logs) and returns indexed datasets. Actions and Triggers automate processing into metrics and fleet-level KPIs; search operates over metadata, tags, topics, events and time-series signal patterns; AI agents perform triage, root-cause analysis and event detection and generate flight or run summaries. Curated Collections can be exported to PyTorch, Hugging Face or S3. Access is available via a web interface, a Python SDK and a CLI (pip install roboto), with example Actions, Docker images, an S3 integration Lambda and a LeRobot dataset importer published under open-source licenses.
Go-to-market
Self-serve free signup and published pricing combined with demo booking and direct sales, supported by customer case studies (for example BRINC), developer distribution through GitHub, PyPI and Homebrew, technical content on the company blog, and conference presence including ROSCon, the Robotics Summit and RoboBusiness.
Robotics and physical AI engineering teams from prototype through production, initially smaller robotics companies without budgets to build in-house tooling, plus larger industrial firms in sectors such as aerospace and manufacturing. Named customers include BRINC, ANYbotics, Telos Health and Moon Surgical; focus industries are drones, medical and surgical robotics, and autonomous vehicles.
Geography
Headquartered in Seattle, Washington, with a research partnership at the ETH Zürich AI Center in Switzerland.
History
Roboto emerged from stealth on April 6, 2023, announcing a $4.8 million seed round led by Unusual Ventures with AI2 and FUSE Ventures, and released a free sandbox using the nuScenes autonomous driving dataset. At that time it employed five people. The company subsequently expanded the platform toward automated analysis, search and dataset curation, published open-source SDK and integration tooling on GitHub, ran a mini workshop at ROSCon 2025, and in 2026 was selected for the Physical AI Fellowship by AWS and NVIDIA and named to a list of 50 Most Innovative Robotics Companies.
Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Timeline · 6
launches, deals, and filingsRoboto emerged from stealth with a $4.8 million seed round led by Unusual Ventures, with participation from the Allen Institute for Artificial Intelligence (AI2) and FUSE Ventures, to build a data platform for robotics companies.
$4.8M source ↗
Roboto announced it is partnering with researchers and professors at the ETH Zürich AI Center.
Roboto released a free sandbox environment allowing users to try an early version of the platform, including natural-language and time-series signal search over the nuScenes autonomous driving dataset.
Roboto went through the incubator program at Seattle's Allen Institute for Artificial Intelligence, where co-founder Benji Barash spent a year as entrepreneur-in-residence.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
In the news
▸Research sources · 8
primary sources listed
- Robotoroboto.ai · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Roboto do?
- Roboto is a Seattle-based analytics platform that ingests robotics log data and uses AI to automate log analysis and failure triage.
- Who founded Roboto?
- Roboto was founded by Benji Barash in 2022.
- Who are Roboto's investors?
- Roboto's investors include Allen Institute for AI (AI2) Incubator, FUSE, Unusual Ventures, Ancient8, Andreessen Horowitz, Animoca Brands, gumi Cryptos Capital (gCC), Makers Fund and 2 more.
- Where is Roboto headquartered?
- Roboto is headquartered in Seattle, US.