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Operationalized Data · Straylight capability model

Mission-critical data, normalized and put in context — so it can actually be used

VGuard Cyber takes the security, identity, asset and business data you already collect, normalizes it into one consistent model, and attaches the context (owner, criticality, exposure) that turns it from storage into an operational asset. For VGuard clients it also feeds the Trust Center evidence pipeline — clean, contextualized control data your customers can rely on.

$9,500 · fixed-fee engagementTypically 6–8 weeks · Prerequisite for Realtime Adaptive Decisioning

Start the engagement — $9,500Request a scoping call

Who this is for

Teams whose critical data lives in a dozen tools with a dozen schemas — and who keep paying for that in slow investigations, unreliable dashboards and audit fire-drills.

  • Security operations with inconsistent asset, identity and alert data
  • Compliance teams re-collecting evidence for each framework
  • Organizations preparing for automation or AI-assisted operations
  • Leaders who need a single trustworthy picture of exposure

What's included

  • Data-source inventory and criticality ranking across security, identity, asset, cloud and business systems
  • Unified data model for your mission-critical entities (assets, identities, controls, incidents, vendors)
  • Normalization and cleaning rules: deduplication, field mapping, reconciliation across sources
  • Context enrichment: ownership, business criticality, exposure and compliance mapping attached to each record
  • Data-quality scorecard with before/after measurement and a remediation register
  • Documented pipelines and runbooks so your team owns the result
  • Handover session and a written roadmap for what to operationalize next

How it works

Discover
Inventory sources, agree the critical entities and the questions the data must answer.
Model
Design the unified model and the mapping from every source.
Normalize & enrich
Build the rules and pipelines, attach context, measure quality.
Hand over
Documentation, runbooks, scorecard and next-step roadmap.

VGuard Cyber is an independent advisory firm. We prepare, implement and manage; we do not issue certifications, authorizations or accreditations, and no outcome is guaranteed. Pricing is fixed as shown; scope beyond it is quoted in writing before any work begins.

Request a scoping call

Tell us which systems hold your critical data and what you need it to do. We reply within one business day.

    Questions

    Which platforms do you work with?

    Whatever you already run — SIEM/XDR, CMDB, identity providers, cloud consoles, GRC, ticketing and data warehouses. We build on your stack; no platform purchase is required.

    Is $9,500 the whole price?

    Yes for the scope agreed at kickoff. If discovery reveals a materially larger estate we tell you before work starts and quote the difference in writing.

    What happens after?

    You own the model, pipelines and documentation. Many clients continue into Realtime Adaptive Decisioning, which relies on this foundation.

    Operationalized Data — Mission-Critical Normalization & Context

    $9,500 fixed fee

    Start the engagementRequest scoping
    Editorial & AI Disclosure