Start where your team is. Become AI-first safely.
Some teams are just beginning. Some already have tools, scripts, and vendor AI showing up in the business. Some need a practitioner sitting on the team. Same destination: AI workflows that are owned, supported, and change-managed.
The biggest cost of AI platforms isn't the license. It's the time it eats before it earns.
Whether you self-serve or sign a year-long engagement, OpenData is managing real workflows by the end of week one. AI-native in 90 days, defensible from day one.
Five minutes to a connected operating layer.
The wizard runs in five minutes and populates a demo workspace tuned to your industry: workflows, owners, policies, support paths, and a starter Factory. Connect live sources when you're ready.
Pick the path that matches how real AI adoption looks inside your business.
For teams starting to explore AI.
You get OpenData, the included Factory, starter workflows, and a governed place to begin before shadow AI spreads.
What's included
- Full Forge, Factory, and Pulse access
- Included open-source software factory
- 30+ connectors
- 5-minute onboarding wizard
- Workflow inventory and accountability records
- Email support · public docs · live chatbot
For teams already trying tools.
We help turn the AI activity already happening across teams, vendors, and scripts into a visible operating model.
What's included
- Dedicated deployment lead
- Software factory mapping
- Connector hardening + fallbacks
- Forge, Factory, and Pulse tuning to your policies
- Per-persona training
- Quarterly business review
For teams with business-critical AI workflows.
We embed with your operators and leaders to grow the operating layer while the business keeps moving.
What's included
- Embedded operations practitioner
- Custom Factory capability authoring
- Direct line to product roadmap
- Executive briefings + governance
- Annual platform review with value and risk review
What it looks like when we sit on the team.
Factory capability authoring, policy tuning, and governance review, all happening alongside your existing rhythm. The point is not another transformation program. The point is work that keeps getting safer.
We sell capacity, not headcount cuts.
Every customer asks the same first question: "Will this let me do more with less?" The honest answer is yes, but the part we care about is what you do with the freed capacity. A senior operator or engineer is worth a lot when they're solving a real problem. They're worth almost nothing when they're chasing ownership, support paths, and status. OpenData handles the second list. You get the first list back.
The things buyers always ask.
How long until we see real ROI?
Self-Serve: usually within 2 weeks. Guided: by week 6. Embedded: ongoing reporting from month 2.
What if our tools aren't on the list?
Build a connector via Model Context Protocol. We provide templates and a validation harness.
Do we have to migrate data?
No. We connect through your existing tools' APIs. Source-of-truth doesn't change.
Can we switch paths later?
Yes. Most customers start Self-Serve and graduate to Guided.
Security and compliance?
JWT auth, row-level security per workspace, encrypted credential storage, policy gates, change records, and replayable output evidence. SOC 2 Type II on the roadmap.
Self-hosted option?
Enterprise customers can. Dedicated instance, SSO, custom RBAC, audit log export.
Question not here?
Not sure which path fits?
Tell us where your teams are trying tools, where vendor AI is entering the business, and which workflows feel outside normal control. We'll come back with a recommended path and a 90-day plan within three business days, or tell you honestly that we're not the right fit.