Bobsled Labs
Building infrastructure for the AI-first data business.
Bobsled Labs is a forward-deployed product engineering studio for data companies. We help your team turn the AI roadmap into production capabilities customers can use.
Trusted by the world’s largest data providers
Why now
The golden age of the data business is coming. Are you ready?
AI is moving data from a specialist resource into a staple enterprise product.
Every frontline decision maker now has an analyst-grade interface at hand. Traders are testing signals. Marketers are building segments. Underwriters are comparing risk. Work that used to wait on a technical team is moving directly into the flow of business.
That means a bigger market for data companies. But it also means a new type of buyer with different requirements. The AI-native data buyer does not wait for a sales cycle, sign a multi-year contract before seeing value, or spend weeks wiring up an integration. They expect to find the right data, understand it, access it, and use it where the decision is already happening.
Our customers see the opportunity ahead of them, but the work does not fit neatly inside one roadmap. It cuts across product, engineering, entitlements, delivery, governance, and customer workflows. Every vendor wants to own a piece of that system. Nobody owns the whole path from data product idea to customer value.
Bobsled Labs exists for that gap. We put product engineers inside your team to turn the AI roadmap into production capability your data business can keep building on.
What we build
Agentic infrastructure for
the AI data factory.
A new architecture for how to build data products is emerging.
Production
Turn any data into a governed, agent-ready product.
Data Product Engine
Turn any raw source into a sellable, AI-ready data product in days: one standard line from intake to revenue.
Agentic Data Quality
Prove the concordance, hierarchy and provenance behind your data. Trust you can demonstrate, not just claim.
Context Factory
Agents assemble the context layer from what you already have. You review every change. Usage keeps it current.
Distribution
Take it to market, everywhere your customers work.
Dynamic Commercialization
Flexible pricing and packaging across channels, with granular entitlements, policy enforcement and usage tracking.
Universal Access
Put your data wherever the question gets asked: findable, legible and ready to use by every agent, everywhere.
Unified Usage Analytics
See who uses your data, how they use it, and where it falls short, reconciled across every platform you sell through.
Cloud
S3
BigQuery
Snowflake
DatabricksAgents
Claude
ChatGPT
GeminiTraditional
SFTPDatabasesReal-timeSources feeding the line: Web scraping, Public documents, Private sources, Financial disclosures, Government reporting. Destinations: S3, BigQuery, Snowflake, Databricks, Claude, ChatGPT, Gemini, APIs, SFTP, Databases, Real-time.
How we work
We deliver outcomes, not tools.
Bobsled Labs embeds with your team to build end-to-end agentic workflows that connect your data and systems to deliver real results.
Outcome-driven
We're accountable for results, not deliverables. We embed with your team and stay until the workflow is live in production and moving the metric you care about.
Forward-deployed AI engineers
Forward-deployed experts who've spent years inside the world's largest data businesses work alongside your team — not a rotating bench of generalists.
Built for your workflow
Every engagement is shaped around your data, your systems, and how your team already works — and you own what we build, outright.
Why us
Trusted by the world's largest data companies for a reason.
Bobsled has spent four years inside the largest data providers in the world, working on exactly these problems. We're not learning your business on your budget, and we're not here to tell you the last twenty years were wrong. Your vision is the right one. We help you build it in a world that just changed.
The benchmark
Where does your data business actually stand?
We score data providers across all six dimensions and show you where you land against the rest of the market. Twenty minutes of your time. You keep the scorecard whether or not we ever work together.
Request your benchmark