AI Tools & Resources

AI Deployment Strategy Advisor 2026 — Interactive Tool

· 6 min read
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topRecs.forEach(function(r){html+=''+r+'';});

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var q3=document.getElementById('q3').value;
var q4=document.getElementById('q4').value;
var q5=document.getElementById('q5').value;
var q6=document.getElementById('q6').value;
if(!q1||!q2||!q3||!q4||!q5||!q6){alert('Please answer all 6 questions');return;}
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var framework='';
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if(q6==='edge'){scores.edge+=3;}else if(q6==='hybrid'){scores.hybrid+=3;}else{scores.cloud+=3;}
if(q2==='regulated'){scores.edge+=2;scores.hybrid+=1;}
if(q2==='internal'){scores.hybrid+=1;}
if(q3==='realtime'){scores.edge+=2;scores.hybrid+=1;}
if(q3==='fast'){scores.hybrid+=1;}
if(q4==='startup'){scores.cloud+=2;}
if(q4==='enterprise'){scores.hybrid+=1;scores.edge+=1;}
if(q5==='beginner'){scores.cloud+=2;}
if(q5==='advanced'){scores.edge+=1;scores.hybrid+=1;}
var maxDeploy=Object.keys(scores).reduce(function(a,b){return scores[a]>scores[b]?a:b;});
if(q1==='automation'||q1==='customer'){modelSize=q4==='startup'?'7B-13B':'14B-70B';}else if(q1==='developer'){modelSize='7B-14B for code, 70B for architecture';}else{modelSize='14B-70B for analytics';}
if(maxDeploy==='cloud'){framework='AWS Bedrock, Google Vertex AI, or Azure OpenAI + LangChain/CrewAI for agents';}
else if(maxDeploy==='edge'){framework='Ollama + llama.cpp on edge hardware. Jetson Orin for production, RTX 4090 for dev.';}
else{framework='Hybrid: Ollama/Qwen3 on edge for sensitive data + cloud API for complex reasoning. Use MCP for tool integration.';}
if(q1==='automation'){topRecs.push('Start with a Supervisor agent pattern using CrewAI or LangGraph');topRecs.push('Connect business tools via MCP (Salesforce, HubSpot, internal APIs)');topRecs.push('Deploy human-in-the-loop approval for actions affecting customers');}
if(q1==='developer'){topRecs.push('Adopt Cursor or Copilot for 3-4x developer productivity gains');topRecs.push('Add AI code review layer before human review');topRecs.push('Standardize on Model Context Protocol for internal tool integration');}
if(q1==='customer'){topRecs.push('Implement cascade: local small model to medium model to cloud fallback');topRecs.push('Add guardrails layer for brand safety and accuracy');topRecs.push('Monitor latency p95; edge models should handle 80%+ of requests');}
if(q1==='analytics'){topRecs.push('Use RAG over internal data with a 14B+ model for reasoning');topRecs.push('Implement structured output (JSON mode) for data extraction');topRecs.push('Cache frequent queries to reduce costs 40-60%');}
if(q2==='regulated'){topRecs.push('Maintain full data residency on compliant infrastructure');topRecs.push('Implement comprehensive audit logging for all AI decisions');topRecs.push('Document model cards for every deployed model (required by EU AI Act)');}
if(q5==='beginner'){topRecs.push('Start with managed services (Bedrock, Vertex AI) before self-hosting');topRecs.push('Use pre-built agent frameworks rather than building from scratch');topRecs.push('Invest in AI literacy training for the team before scaling deployment');}
var deployNames={cloud:'Cloud-First Deployment',hybrid:'Hybrid Cloud-Edge',edge:'Edge-First Deployment'};
var deployDescs={cloud:'Managed cloud services with auto-scaling, minimal ops overhead. Best for teams prioritizing speed to market.',hybrid:'Sensitive data stays on-premise while complex reasoning uses cloud APIs. Best balance of control and capability.',edge:'Maximum data sovereignty and lowest latency. Best for regulated industries and real-time applications.'};
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';

AI Deployment Strategy Advisor

Answer 6 questions to get your personalized AI deployment recommendation for 2026

1. Primary Use Case

Select…
Business Process Automation
Developer Productivity
Customer-Facing Application
Data Analytics & Insights

2. Data Sensitivity

Select…
Public / Non-sensitive
Internal Business Data
Regulated (PII, Healthcare, Finance)

3. Latency Requirements

Select…
Real-time (<100ms)
Fast (100ms – 2s)
Batch / Async (seconds to minutes OK)

4. Budget Range

Select…
Startup ($0-500/mo)
Growth ($500-5,000/mo)
Enterprise ($5,000+/mo)

5. Team AI Expertise

Select…
Beginner (using AI tools, no ML)
Intermediate (familiar with APIs, RAG)
Advanced (building custom models, fine-tuning)

6. Deployment Preference

Select…
Fully Cloud (managed services)
Hybrid (cloud + on-premise)
Edge / On-Premise only

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Your Strategy: ‚+deployNames[maxDeploy]+‘

‚;
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‚+deployDescs[maxDeploy]+‘

‚;
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‚;
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Cloud

‚+scores.cloud+’/8

‚;
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Hybrid

‚+scores.hybrid+’/8

‚;
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Edge

‚+scores.edge+’/8

‚;
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‚;
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Recommended Model Size: ‚+modelSize+‘

‚;
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Recommended Stack: ‚+framework+‘

‚;
html+=‘

Top Recommendations

‚;
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