AI Production Readiness Assessment
What This Solves
You've built an AI prototype that works in demos, but you're unsure what it will take to make it production-ready. You need to know: What infrastructure changes are required? What security gaps exist? How much will deployment cost? How long will it take?
The assessment answers these questions with concrete data so you can make informed decisions about your AI deployment.
Snippet
The AI Production Assessment is a fixed-price, one-week evaluation of your AI prototype's infrastructure, security, scaling, and compliance. You get a detailed report, gap analysis, cost estimates, and a production roadmap so you know exactly what it takes to launch safely.
What You Get
Complete deliverables from your assessment
How Each Deliverable Helps You
Assessment Scope: The assessment provides recommendations based on information available during the evaluation period. Cost projections, ROI estimates, and timelines are estimates subject to change based on actual implementation decisions, market conditions, and unforeseen technical requirements. The assessment does not guarantee specific results or deployment outcomes.
Comprehensive AI Assessment Deliverables
Everything you need to make informed decisions about your AI production deployment
Technical Deep Dive
Infrastructure Assessment
- β’ Cloud platform evaluation (AWS/GCP/Azure)
- β’ Compute requirements analysis
- β’ Storage and data pipeline architecture
- β’ Network and security group configuration
- β’ Cost optimization opportunities
Security & Compliance Review
- β’ Data protection and privacy requirements
- β’ Compliance framework alignment (SOC 2, HIPAA, etc.)
- β’ Access control and authentication needs
- β’ Security monitoring and alerting setup
- β’ Risk assessment and mitigation strategies
Performance & Scalability Analysis
- β’ Load testing requirements and capacity planning
- β’ Auto-scaling configuration needs
- β’ Database performance optimization
- β’ API rate limiting and caching strategies
- β’ Geographic distribution requirements
Business & Operational Insights
Cost Analysis & ROI
- β’ Current infrastructure cost breakdown
- β’ Projected production deployment costs
- β’ Cost optimization recommendations
- β’ ROI projections for production deployment
- β’ Break-even analysis and timelines
Projections are estimates based on current information and industry benchmarks. Actual costs and timelines may vary.
Risk Assessment
- β’ Technical risks and mitigation strategies
- β’ Security vulnerabilities and fixes
- β’ Performance bottlenecks identification
- β’ Compliance gap analysis
- β’ Operational readiness evaluation
Implementation Roadmap
- β’ Phased deployment strategy (1-3 months)
- β’ Team capability and training requirements
- β’ Tooling and technology stack recommendations
- β’ Success metrics and KPIs definition
- β’ Next steps and immediate action items
Why Start with Assessment?
Avoid costly mistakes and ensure successful AI production deployment
Avoid Costly Mistakes
Identify infrastructure and security issues before they become expensive production problems.
Clear Action Plan
Get a detailed roadmap with specific timelines, costs, and success metrics for your deployment.
Accurate Budgeting
Know exactly what your production deployment will cost before committing to larger investments.
Faster Deployment
With assessment insights, your actual deployment moves substantially faster and more reliably compared to teams attempting production deployment without expert guidance.
The Assessment Process
Systematic evaluation of your AI system's production readiness in 5 days
Discovery Call
30-minute call to understand your AI system and goals
Code & Architecture Review
Technical evaluation of your AI implementation
Infrastructure Analysis
Current setup evaluation and optimization recommendations
Security & Compliance Audit
Privacy, security, and regulatory compliance assessment
Report & Consultation
Deliver assessment report and 30-minute review call
Assessment Questions
Common questions about the AI production readiness assessment
What do I need to provide for the assessment?
Access to your AI codebase/repository, current infrastructure details, performance metrics, and security/compliance requirements. Specific requirements are covered during the initial discovery call.
Will you sign an NDA?
Yes, all assessments include standard NDA protection for your intellectual property and sensitive business information. Highly confidential client data is handled regularly.
What if I don't proceed with deployment after the assessment?
The assessment stands alone - you'll receive full value with the comprehensive report and consultation. No obligation to proceed with deployment services.
Can you assess AI systems built with different frameworks?
Yes, AI systems built with any framework (TensorFlow, PyTorch, Hugging Face, custom implementations) and deployed on any cloud platform (AWS, GCP, Azure) are assessed.
Using Claude or ChatGPT generated code? See the AI Code Security service for guardrails, logging, and compliance evidence.
Ready to Assess Your AI Production Readiness?
Get clarity on your AI production requirements with a comprehensive assessment. Start with a no-cost 30-minute discovery call to discuss your needs.
Quality Assurance Commitment: If the delivered assessment contains material errors, omissions, or fails to meet the deliverables specified in the engagement letter, I will revise it at no extra cost. If the revised assessment still fails to meet specified deliverables, you may request a partial refund (up to 50% of assessment fee) within 10 business days of receiving the revision.