Phase one: scoped discovery
Inventory discovery runs through approved connectors using read-only access and the permissions your engineers already hold. No credentials are stored centrally. No changes are made to your environment.
The Assessment Catalog
Every assessment starts with your live cloud. Not a questionnaire.
Oscar scans your environment through approved connectors and builds the Cloud Intelligence Graph. Assessment criteria run against live state, not documentation or interviews. You get an evidence-backed report with a prioritized remediation roadmap in days.
Daysfrom connection to deliverable
0tags or agents required to start
2scoped, approval-gated phases per assessment
1Context Graph powers every assessment
AI Assessments
What your AI is doing, what it costs, and what it risks.
Four assessments that answer the questions boards, CFOs, and CISOs are asking right now. All four run on the same Context Graph, with no tagging prerequisite and no instrumentation project.
AI Cost IntelligenceExplore the assessment
AI Token Optimization Assessment
Map every AI API dollar to the team, workload, and environment that generated it. Surface unattributed spend, forecast runaway growth, and establish governance before the CFO asks.
Delivers
Attribution map across Bedrock, Azure OpenAI, Vertex AI, and direct APIs
Spend trend analysis and forward forecast
Token budget recommendations by team and application
AI Cost IntelligenceExplore the assessment
GPU Optimization Assessment
Identify idle, underutilized, and over-provisioned GPU capacity across training and inference workloads. Link compute waste to specific teams and projects with full IaC lineage.
Delivers
Full GPU fleet inventory: utilization, owner, project, environment
Cost attribution with 90-day trend and idle classification
Right-sizing roadmap with estimated annual savings
AI Risk & GovernanceExplore the assessment
Agent Risk Assessment
Discover every AI agent running in your environment, including the ones nobody knew existed. Map blast radius, classify autonomy, and surface the agents most likely to cause an incident.
Delivers
Complete agent inventory with blast radius analysis
Autonomy classification: fully autonomous, supervised, HITL
Token governance gaps and security oversight scoring
AI Risk & GovernanceTalk to us about scoping
AI Data Governance Assessment
Walk backwards from every LLM API caller through the Context Graph to enumerate which databases, buckets, and data stores each agent can reach. Classify exposure before a breach forces the question.
Delivers
Data Exposure Matrix: agent by data store by classification
PII and sensitive data in AI context window risk scoring
Compliance gap mapping: GDPR, HIPAA, EU AI Act
Cloud Foundation Assessments
The same evidence-backed model, applied to core cloud posture.
Cost, resilience, and migration readiness assessments run on the same Context Graph. Each links to its detail page or its current home in the catalog.
Cost & GovernanceSee the solution
Cloud Cost Optimization Assessment
Full inventory of unused, orphaned, and over-provisioned resources with ownership attribution, savings estimates, and a confidence-ranked remediation plan.
Delivers
Zombie and orphaned resource inventory
Ownership attribution by team, application, and creator
Right-sizing recommendations with rollback safety classification
Resilience & RecoveryExplore the assessment
Backup Posture Assessment
Coverage map of every protected and unprotected resource, RTO and RPO validation against live configurations, and an audit-ready DR plan document.
Delivers
Protected and unprotected resource coverage map
3-2-1-1-0 compliance assessment across AWS, Azure, and GCP
Prioritized gap list with business impact estimates
ModernizationSee the solution
Migration Readiness Assessment
Dependency-aware migration planning grounded in the live Context Graph, so sequencing decisions rest on what is actually connected to what.
Delivers
Dependency and ownership mapping for candidate workloads
Risk-ranked migration sequencing
Readiness gaps with remediation steps
The Engagement Arc
Every assessment runs the same way.
Assessments can be purchased standalone. Each one is also the front door to governed remediation, because every finding is delivered as an Oscar-ready task with blast radius and owner context attached.
01
Assessment
Oscar scans the environment and builds a live Context Graph. Evidence-backed deliverable in days, not weeks.
02
Report & Roadmap
Findings delivered as a structured report with a prioritized remediation roadmap. Each item is an Oscar-ready task with blast radius and owner context attached.
03
Oscar Remediation
Oscar works through the roadmap in co-pilot mode alongside an engineer. Oscar proposes. The engineer approves. Every change is logged with a full audit trail.
04
Ongoing Monitoring
Quarterly, monthly, or continuous reassessment. Catch drift, new agents, and spend growth before they become incidents.
Security Model
Scoped, deterministic, and approval-gated. Always.
Assessments run as two scoped, deterministic, approval-gated phases: inventory discovery through approved connectors, then deterministic policy checks against that inventory. Oscar never performs open-ended network scanning, and no action executes without explicit human sign-off.
Phase two: deterministic checks
Policy checks run deterministically against the discovered inventory. Same inputs, same findings, every time. No uncontrolled AI exploration and no autonomous network scanning.
Humans approve every gate
Each phase starts only with explicit approval, and nothing advances on assumed evidence. Remediation later runs the same way: Oscar proposes, an engineer approves, and every action is audit-trailed.
Get Started
Not sure which assessment fits your situation?
Tell us what questions your CTO, CFO, or board cannot currently answer with evidence. We will tell you exactly which assessment addresses it and what you will have in hand within days.