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Access and AI Exposure Assessment
See who and what can access your systems
Spitfyre combines integration, governance, infrastructure, and an accountable operating team into one managed service. You rely on trusted data. We operate what produces it.
Where are you most at risk?
Learn where your most criticial vulnerabilities are, and recommended next steps.
In the span of 2-3 weeks, a senior Spitfyre architect works with you to map who and what can reach your systems, including AI tools your team adopted. You keep the findings and roadmap, whether or not you choose Spitfyre for the next step.
Apply for your Assessment
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What to Expect
In the span of 2-3 weeks, a senior Spitfyre architect works with you to map who and what can reach your systems, including AI tools your team adopted. You keep the findings and roadmap, whether or not you choose Spitfyre for the next step.
Two starting points
Existing data lake or platform.
Keep the platform that already works. Spitfyre adds and operates the policies, data quality gates, lineage, approval workflows, audit history, and governed AI access your team would otherwise need to assemble and run.
No forced platform replacement
Governance applied to existing data investments
One accountable operating team
Portable policies, lineage, metadata, and history
Starting from Scratch
Deploy the full trusted data service. Spitfyre runs the end-to-end solution on open foundations, from source connections and transformation through governance, analytics, AI access, and ongoing operations.
Open, customer-controlled data foundation
Managed ingestion and transformation
Governance and quality built in from day one
Infrastructure, monitoring, and support included
Fully Managed
Spitfyre delivers trusted data as a managed service. We combine the platform, the operations, and the expertise into one solution—so our customers focus on leveraging their data, not managing it.
AI Governance
Enable AI with confidence. Governed, secure, lineage-aware, policy-driven data with complete auditability.
Advanced Analytics
Understand the business. AI-ready data for reporting, forecasting, dashboards, and data-driven decisions.
Intelligent Operations
Run the business. Trusted, real-time data powers operational systems, workflows, automation, and applications.
Data Independence
Your data. Your rules. Open formats. Portable. No vendor lock-in.
Governed Human and Agency Access
Employees and AI agents alike reach data based on what their credentials allow, not what their task requires. Every new integration widens that gap instead of closing it.
Unified Governed Data Foundation
Customer, financial, and operational data lives scattered across systems that were never built to agree. Every dashboard, model, and workflow inherits that fragmentation instead of resolving it.
Fully Managed Outcome Delivery
Standing up the software, the platform, and the expertise to run it all falls on teams that already have a full-time job. Most organizations end up with pieces of a solution and no one accountable for the whole.
Governed Human and Agency Access
Employees and AI agents alike reach data based on what their credentials allow, not what their task requires. Every new integration widens that gap instead of closing it.
Unified Governed Data Foundation
Customer, financial, and operational data lives scattered across systems that were never built to agree. Every dashboard, model, and workflow inherits that fragmentation instead of resolving it.
Fully Managed Outcome Delivery
Standing up the software, the platform, and the expertise to run it all falls on teams that already have a full-time job. Most organizations end up with pieces of a solution and no one accountable for the whole.
The refresh, on your schedule
Every source, pulled on its own cadence, moved through in stages.
Dagster brings each source in on whatever schedule you set: hourly, daily, weekly, or triggered by an event. From there, data moves through bronze, silver, and gold, and only the gold layer that clears every quality check is promoted to production.
-Sources connect once and refreshautomatically on the cadence you choose
-Nothing skips a stage on the way to production
-A stalled or missed refresh shows up immediately, not after someone notices bad output
The blueprint
The operating definition of trusted data.
A Blueprint specifies the data that should exist, where it comes from, how it is transformed, what it means, how it is classified, who may use it, and what quality it must meet.
Promotion, not blind publishing
A completed pipeline is not the same as trusted data.
Spitfyre separates processing from approval. Data reaches production only after the quality and governance gates pass. Run the check below to see a gate block — and clear — a promotion.
Governed AI access
You choose the AI. Spitfyre controls how it reaches your data.
Models and agents connect as governed readers, subject to the same classifications, policies, and accountability applied to human users and analytical tools.
- Scope which data each model or agent may access
- Apply masking, filtering, and policy at query time
- Record access alongside other queries and exports
- Change AI providers without rebuilding the data foundation




