LLM Implementation Framework Calculator - Comprehensive Enterprise Tool

LLM Readiness Assessment

Answer questions across 6 dimensions to automatically calculate your LLM implementation readiness score. Each dimension has weighted questions that contribute to your overall readiness.

LLM Model Selection Matrix

Model	Provider	Use Case Fit	Performance	Cost/1M Tokens	Latency	Context Length	Overall Score	Actions
							4.0
							4.5
							3.25

RAG Architecture Planning

Vector Database Comparison

Vector DB	Deployment Type	Performance	Scalability	Cost Rating	Ease of Use	Overall Score	Actions
						4.0

Document Processing Pipeline

Document Type	Volume (GB)	Processing Tool	Chunking Strategy	Embedding Model	Processing Time	Actions

Retrieval Strategy Configuration

Retrieval Method

Top-K Results

Similarity Threshold

Re-ranking Model

Prompt Engineering Toolkit

Prompt Templates Library

Template Name	Use Case	Pattern Type	Performance Score	Template	Actions
			8	You are an expert code reviewer. Analyze the following code for security vulnerabilities, performance issues, and best practices. Provide specific recommendations with examples.

Prompt Testing Framework

Test Dataset Size

Evaluation Metrics

A/B Testing Framework

Success Threshold (%)

Prompt Optimization Strategies

Strategy	Priority	Implementation Status	Expected Improvement	Notes	Actions

Infrastructure Requirements

Compute Resources

Resource Type	Current Capacity	Required Capacity	Cost/Hour ($)	Provider	Total Monthly Cost	Actions
					$17,740

API Cost Estimation

Monthly Request Volume

Average Input Tokens

Average Output Tokens

Cost per 1M Input Tokens ($)

Cost per 1M Output Tokens ($)

Monthly API Cost

$52,500

Annual API Cost

$630,000

Latency Requirements

Use Case	Required Latency	Current Latency	SLA Target	Optimization Needed	Actions
			%

Fine-tuning Strategy

Dataset Requirements

Task Type	Dataset Size	Data Quality	Annotation Status	Collection Cost ($)	Timeline	Actions

Training Configuration

Base Model

Training Method

Training Epochs

Batch Size

Learning Rate

Evaluation Metrics

Metric	Baseline Score	Target Score	Current Score	Priority	Actions

Training Cost Estimation

Estimated Training Cost

$15,000

Training Duration

24 hours

GPU Hours Required

192

Security & Compliance

Data Privacy Assessment

Privacy Concern	Risk Level	Current Controls	Compliance Requirement	Mitigation Strategy	Actions

Model Security Controls

Security Control	Implementation Status	Effectiveness	Cost ($)	Timeline	Owner	Actions

Audit & Monitoring

Logging Level

Retention Period (days)

Monitoring Tools

Alerting Threshold

Compliance Checklist

Data governance policies defined Privacy impact assessment completed Legal review completed Security controls implemented Third-party vendor assessments completed Incident response plan defined Regular security audits scheduled Staff training on AI security completed

LLM Cost Analysis & ROI

Implementation Costs

Cost Category	One-time Cost ($)	Monthly Cost ($)	Annual Cost ($)	Notes	Actions
			$180,000
			$540,000
			$300,000

Total One-time Costs

$300,000

Total Monthly Costs

$85,000

Total Annual Costs

$1,020,000

ROI Analysis

Expected Annual Cost Savings ($)

Expected Annual Revenue Increase ($)

Productivity Improvement (%)

Risk Mitigation Value ($)

Implementation Timeline (months)

Total Annual Benefits

$1,500,000

Net Annual Value

$480,000

ROI Percentage

47%

Payback Period

0.9 years

Cost Optimization Opportunities

Optimization	Potential Savings ($)	Implementation Effort	Timeline	Risk Level	Status	Actions

LLM Implementation Roadmap

Phase-based Implementation Plan

Phase	Initiative	Duration (weeks)	Dependencies	Owner	Success Criteria	Status	Actions

Key Milestones

Milestone	Target Date	Deliverables	Success Metrics	Risk Level	Actions

Resource Allocation

Resource Type	Quantity Needed	Availability	Cost per Month ($)	Allocation Period	Total Cost ($)	Actions
				months	$540,000

Total Resource Cost

$540,000

Risk Mitigation Plan

Risk	Impact	Probability	Mitigation Strategy	Owner	Status	Actions