Data Filtering
for Confident AI
Secuvy ensures only appropriate data ever enters your AI pipeline — filtered, governed, and optimized. Know exactly what's fueling every model, with a verifiable data bill of materials as your system of record.
Only appropriate data reaches your models
for Every AI Pipeline. Automatically.
Secuvy continuously discovers, classifies, and governs your data so only appropriate, fit-for-purpose data feeds every AI pipeline — automatically, at enterprise scale.
Appropriate data. Better outputs. AI on schedule.
Data Security Shouldn’t Require a PhD in RegEx
Legacy tools were built for structured databases, not the reality of unstructured files and GenAI.
Before Secuvy
With Secuvy
What data is appropriate for each AI application?
Data preparation falls behind as data grows, continuously increasing risk and exposure of input data.
All data is automatically discovered, classified, and governed for security and compliance.
Is that data accessible and optimally fed to data pipelines?
Siloed visibility, suboptimal hardware usage, and inappropriate data limiting results.
Unified visibility, GPU/storage optimization, and cleansed data.
Will production AI deliver ROI in time?
Quarters of prep before a single workload runs.
First results in days, compounding ROI across the entire data pipeline.
The challenge
Most AI programs don't fail at the model — they fail at the data.
The same data has to win over six people at once
Cost, risk, and time — six stakeholders judging one dataset from six angles. Pick your seat and see what Secuvy solves for you.
0%
of IT leaders cite classifying data for AI as their top technical challenge.
— Komprise, 2026 State of Unstructured Data Management ↗What does that mean for your seat?
Strategy & Cost
CEO
Turn AI spend into board-level returns
Most AI budgets get absorbed by data wrangling before a model ever ships. Filtering the inputs first means faster pilots, clearer ROI, and a story you can take to the board with confidence.
Cost
CFO
Stop paying premium compute to process the wrong data
Scarce GPU and Tier-0 cycles get burned on duplicate, wrong-context data. Filtering upstream cuts the spend that never reaches a useful model — so every dollar of compute earns its keep.
Operations
CIO
Ship AI initiatives without the integration drag
Data scattered across systems is what stalls most AI programs. Secuvy connects, classifies, and filters at the source — agentless and on-prem-first — so projects move in weeks, not quarters.
Risk
CISO
Keep classified data, IP, and PII out of your models
Sensitive data can quietly slip into training sets and prompts — exposure that's costly to undo. Secuvy filters it out before it ever reaches the pipeline, with proof of what made the cut.
Time & Data
CDO
Give every AI project data that's ready to use
Up to 80% of effort goes to data prep, turning weeks into quarters. Self-learning classification and contextual linkage deliver context-right data on day one — no manual labeling marathon.
Time
Data Scientist
Spend your time on models, not on data cleanup
Hunting, deduping, and labeling eats the real work. Secuvy hands you filtered, labeled, use-case-ready datasets so you can build and iterate instead of wrangling sources.
Under the hood
So, how does it actually work?
A self-learning model that classifies your data continuously — no rules to babysit.
Self-Learning Filtering
An unsupervised engine that adapts to real content and gets more accurate as it runs — no constant rule management.
Self-Learning Filtering
An unsupervised engine that adapts to real content and gets more accurate as it runs — no constant rule management.
It all works in your environment — no matter what it is
On-prem, hybrid, SaaS, or cloud — Secuvy connects across 250+ sources without disrupting production.
- Deploy and start seeing results within the first 24 hours
- Agentless — no disruption to production systems
- Up to 90% less manual classification effort
On-Prem
Windows File Servers, NFS, SharePoint, NAS
Hybrid
Mixed on-prem + cloud, air-gapped & regulated estates
SaaS
Microsoft 365, Salesforce, Slack, Jira, ServiceNow
Cloud
AWS, Azure, Google Cloud, Snowflake, Databricks
Enhances Microsoft Purview, DLP & CASB — no rip-and-replace.
View all connectors
Why Organizations Choose Secuvy
Evidence-first approach aligned with real audits
Built for unstructured and regulated data
Designed for secure AI adoption
Agentless deployment with fast time-to-value
Reduced operational and compliance risk
Secuvy is not a generic GRC tool or a rule-based DLP. It is designed to solve the enterprise-specific threat of complex data exposure, breach, and penalties.
Built for the Modern AI Data Stack
Modern AI data platforms move enterprise data fast and at scale — but they're silent on whether the data should move at all. They assume you already know what's sensitive, duplicate, regulated, and fit for purpose. Almost no enterprise does.
That's where Secuvy fits. It sits in front of your pipeline so every GPU cycle is spent on the right data — governed, classified, and fit for purpose. Without it, you've just built a faster way to send the wrong data into models.
The data bill of materials (dBOM)
Secuvy's self-learning filtering, contextual linkage, and non-pattern classification produce a verifiable data bill of materials — the AI equivalent of the software bill of materials.
- The system of record across all your data
- Proof the right data — and only the right data — fueled every model
- Lineage you can defend in front of a regulator, an auditor, or a board
Industry-Focused Solutions
Defense & Aerospace
Automate CMMC & ITAR Compliance
Reduce assessment scope by auto-classifying CUI and technical data packages in CAD files and other multimodal data types, and generate evidence aligned to audit expectations.
Healthcare & Life Sciences
Protect PHI in Unstructured Data
Secure patient and research data in documents, images, and collaboration tools without slowing innovation.
Technology & Manufacturing
Secure Industry Intelligence & Intellectual Property
Prevent hardware and industrial operations from exposing proprietary documentation, secrets, and IP in shared environments and facilities.
Solve the biggest challenges in AI data
What changes when only appropriate data feeds your AI.
Lower Risk
Prove that PII, PHI, IP, and classified data stay out of training and inference — with lineage you can defend to a regulator, auditor, or board.
Lower Cost with Better Data
Cleaner, smaller datasets shrink GPU and storage costs and cut duplicates — so AI spend drives value instead of burning compute.
Faster Time to Value
Replace months of manual scrubbing with continuous filtering. Idea to first results in days, not quarters.
Confidence to Decide
A verifiable dBOM proves exactly what's feeding your AI — turning it from a promising pilot into infrastructure you can stand behind.
One Platform. Evidence-First Data Control
Secuvy is a unified platform designed for regulated data environments and AI-driven risk.
Compliance & Evidence Readiness
Prepare for audits with confidence
Automated identification of regulated
and sensitive data
Clear scope definition for audits and assessments
Evidence-ready outputs aligned to real assessment workflows
Data Discovery & Classification
Find the dark data legacy tools miss.
Automated classification of unstructured data including documents, code, CAD, and IP
Coverage across cloud, SaaS, and on-prem environments
Continuous visibility as data changes
AI Data Leakage Control
Adopt GenAI without exposing sensitive data.
Get notified of regulated data sharing with AI tools and assistants
Immediately reduce exposure of IP, PII, and controlled data
Mask and redact critical sensitive across the enterprise
Data Security Posture Management (DSPM)
Understand risk at scale.
Identify over-privileged access and shadow data
Quantify exposure across storage, SaaS, and data platforms
Prioritize remediation based on real business impact
Built by Silicon Valley Veterans. Proven in the Enterprise.
We didn’t build another security tool. We rebuilt data governance for the AI era.
Secuvy is designed by engineers who have built and scaled security and data platforms inside the world’s most demanding enterprise environments. The focus is practical outcomes: visibility, control, and evidence you can stand behind.
Backed by Leading Enterprise Investors