Know Where Your AI Stands
A comprehensive assessment of your AI systems, revealing what's working, what's not, and where the biggest opportunities lie. Get objective evaluation of your AI investments and a clear path forward.
Why You Need an AI Audit
Many companies have AI deployed but don't know if it's delivering ROI. An audit provides objective, expert assessment that tells you the truth.
Common AI Problems We Find
- Models underperforming in production
- Hidden costs eating ROI margins
- Siloed data limiting model effectiveness
- Poor integration with business workflows
- Lack of monitoring and governance
What an Audit Reveals
- Actual performance vs. expected outcomes
- Technical debt and security risks
- Opportunities for cost optimization
- Prioritized roadmap for improvements
- Clear ROI projections for investments
What We Audit
A comprehensive evaluation across five critical dimensions of AI systems.
Data Infrastructure
- Data quality and completeness assessment
- Data pipeline and storage evaluation
- Accessibility for model training and inference
- Data governance and lineage tracking
Model Performance
- Accuracy, precision, and recall metrics
- Latency and throughput analysis
- Reliability and failure rate assessment
- Cost per inference and optimization opportunities
Integration & Architecture
- System integration and API design
- Scalability and performance under load
- Error handling and fallback mechanisms
- Microservices vs. monolithic fit
Governance & Security
- Access controls and authentication
- Monitoring and alerting systems
- Compliance with regulations (GDPR, etc.)
- Ethical AI practices and bias detection
Team & Process
- Skills gap analysis and recommendations
- Documentation completeness
- CI/CD for AI and MLOps maturity
- Development workflows and handoffs
Business Alignment
- AI initiatives vs. business goals
- Stakeholder satisfaction survey
- Use case prioritization
- Value quantification and impact measurement
Audit Deliverables
You get more than a report. You get a clear action plan with prioritized next steps.
Current State Assessment
- Comprehensive scoring across all dimensions
- Technical inventory and mapping
- Performance benchmarks and baselines
- Gap analysis with industry standards
Gap Analysis & Recommendations
- Identified issues with severity ratings
- Prioritized recommendations roadmap
- Effort vs. impact matrix
- Technical debt inventory
Strategic Roadmap
- 3-month immediate action items
- 6-12 month strategic initiatives
- ROI projections for suggested improvements
- Resource requirements and timeline
Our Audit Process
A structured four-phase approach aligned with our proven methodology.
01. Diagnose
- Interview key stakeholders and users
- Collect and analyze system metrics
- Review documentation and codebases
- Establish baseline performance data
02. Analyze
- Deep dive into each audit dimension
- Identify patterns and root causes
- Compare against industry benchmarks
- Quantify impact of issues found
03. Deliver
- Present findings report with evidence
- Walk through prioritized recommendations
- Facilitate Q&A session
- Provide implementation support options
04. Drive
- Optional implementation support
- Help prioritize roadmap execution
- Measure progress against baseline
- Adjust strategy based on results
When to Get an AI Audit
Don't wait for problems to surface. Proactive evaluation prevents costly mistakes.
Pre-Funding Round
Strengthen investor due diligence with objective AI assessment and clear improvement roadmap.
Scaling AI Operations
Before scaling, ensure your foundation is solid and architecture supports growth.
Performance Issues
When AI isn't meeting expectations, diagnose root causes and find optimization opportunities.
Annual AI Strategy Review
Regular assessment keeps your AI aligned with business goals and industry best practices.
Ready to Understand Your AI?
We'll assess your AI systems objectively and provide a clear path to improved performance and ROI.