Why OSO

The OSO Advantage

All of your strategic data accessible from one secure platform, to your entire team of humans and agents. Accelerate time-to-insight for fast business decisions.

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Top-performing organizations trust OSO to drive value

EthereumOptimism
Arbitrum
Current AI
Octant
Allo CapitalProtocol Labs

Accelerating growth

The fastest-growing organizations win. OSO powers your growth strategy with the right data and software, delivering custom-tailored insights instantly, at scale.

Quality-first, velocity-second

OSO gives everyone their own AI-powered data team, delivering trustworthy insights at a fraction of the traditional cost, every answer as reliable as your own analysis.

How it works

From raw data to real decisions, in four steps.

01Ingest1 / 4
Step 01: Ingest

Connect data from everywhere.

OSO ingests data from anywhere, internal systems and data warehouses to deep research across the web. We scrape, connect, index, and organize it into structured data ready for processing.

02Clean2 / 4
Step 02: Clean

Automatically clean and unify your data.

OSO automatically de-duplicates rows, joins on common identifiers, and normalises values to match your ideal semantic model, so analysts work with trusted data, not raw noise.

SourceProjectStars
GitHubreact220k
GitHubReact220,000
npmreactNULL
githubvue46k
GitHubVue46k
PyPInumpy27k
Raw data loaded, 6 rows
03Analyse3 / 4
Step 03: Analyse

AI agents that surface what matters.

Agents automatically create models to derive novel insights that tackle your most important business problems, from growth attribution to ecosystem health to predictive risk scores.

AI
OSO Analysis Agent
Loading 1,240 repositories across 6 ecosystems…
Correlating commit velocity with contributor growth
Running regression on test coverage vs star growth
Insight: repos with >50% test coverage grow 3.2× faster
Ecosystem Health Score, 12 quarters
04Visualise4 / 4
Step 04: Visualise

Instant dashboards. Infinite integrations.

Instantly create arbitrary dashboards and integrations so data becomes actionable. Push live metrics to Slack, embed charts in Notion, or wire up your own BI tool, in seconds.

Repos Tracked
0
↑ 12.4% from last month
Weekly Commits
Star Growth
Live Insights
ethereum/solidity contributors ↑ 18%+18%
rust-lang/rust velocity anomaly
3,401 new dependency links mappednew
Security & governance

Security built into the data harness, not bolted on.

OSO is a secure-by-design substrate for your data and your agents, governed, traceable, and reversible from the ground up.

Data-native permissioning

Govern what every user and every agent can touch with access controls attached to the data itself, not bolted on at the application edge.

Information-flow control

Track data lineage and the flow of data across the pipeline to enforce end-to-end security and privacy policies in a controlled environment.

Isolation & sandboxing

Agents run in restricted, sandboxed runtimes that enforce your governance policies, so you can use any LLM without trusting the code it produces.

Versioned, revertable data

Unlike harnesses built on mutable OS sandboxes, everything on OSO is a read-only snapshot. Every version an agent produces is kept, so you can experiment freely and roll back instantly.

Organization-wide monitoring

Work on a shared substrate across your entire organization, with full logs and audits of exactly what your users and agents are doing.

Continuous auditing

Behavior is audited as it happens, so the harness can fail fast the moment it detects anomalous activity.

Auto-scaling compute

From kilobytes to petabytes, OSO operates across every scale of data, so your usage grows seamlessly as your business needs grow.

Full-service expertise

A global network of world-class data experts.

OSO is backed by 100+ contributors and data scientists who live and breathe data science, including people who have built, researched, and shipped at:

Google
Microsoft
Y Combinator
Porsche
U.S. Department of Defense
MIT
Columbia University
University of Washington

Frequently Asked Questions

OSO is not meant to be a replacement for your data warehouse. OSO is typically used to solve strategic data problems end-to-end, which might require integrating with various data systems. We have integrations with most databases and data warehouse platforms to achieve this.

From there, we will unify data into a clean semantic model to power insights, visualizations, dashboards, and automations.

OSO can easily integrate into any business intelligence tool via database connectors or any notebooks via our SDKs.

OSO acts as a highly compatible middle layer, focusing on accelerating all of the data workflows to bring high quality answers to your most important questions. This starts from gathering and cleaning messy data, and extends to organizing insights into dashboards.

We always prioritize exceptional quality first, and velocity as a close second. When your business is making important decisions off our data, there is absolutely no room for hallucinations. Our projects are always staffed with best-in-class domain experts, who are trained to most effectively use the OSO platform to accelerate their work without sacrificing quality.

Our team comes from top companies and universities, from MIT to Google. But top talent is just table-stakes in this environment.

OSO's strength comes from its community. The OSO platform is designed for secure collaboration and institutionalization of knowledge. As the OSO platform grows in data, models, and contributors, it accelerates time-to-insight for new use cases.

Empower everyone with an agentic data team.

An AI-powered semantic layer that fuels conversational, strategic analysis. Together, we are forming the collective intelligence superorganism.