Workbench
90 items
- ToolEnterprise AI Readiness & Adoption
AI Business Case Template
Structured, data-driven worksheet enabling enterprises to model financial outcomes and assess risks for AI initiatives. Includes inputs for cost, revenue impact, and risk factors, plus calculators for ROI, NPV, and risk-adjusted returns.
- ToolAI Vendor Selection
Build vs. Buy Decision Framework for Enterprise AI
A gated interactive wizard to support enterprise AI leaders in evaluating custom development against commercial AI platform purchases. Tailor your decision with detailed enterprise inputs and gain data-driven recommendations.
- ToolEnterprise AI Readiness & Adoption
Enterprise AI Change Readiness Assessment
This interactive assessment helps enterprise AI leaders gauge their organization's readiness for AI-driven transformation through culture and skills metrics. Use it to identify strengths and gaps in change management and training efforts.
- ToolRAG Pipelines & Patterns
Enterprise Knowledge Readiness Assessment
A gated interactive assessment for enterprise AI buyers and platform leads to evaluate their data quality and knowledge structure, essential for retrieval-augmented generation and knowledge-driven AI implementations.
- ToolFoundation Models
Hallucination Prevention Production Checklist
This interactive checklist guides enterprise AI teams through a step-by-step process to assess and ensure readiness for deploying large language models (LLMs) with minimized hallucination risk. It covers data validation, prompt engineering, monitoring, and fallback strategies for reliable production use.
- ToolRAG Pipelines & Patterns
Knowledge Base Quality Audit Checklist
Use this checklist to evaluate the completeness, accuracy, and maintainability of your enterprise knowledge base content. The audit covers structure, currency, accessibility, and compliance criteria.
- ToolMLOps & Model Deployment
ML Orchestration Workflow Assessment
An interactive assessment to help enterprises measure the complexity of their machine learning orchestration workflows and determine scaling needs, guiding choices in orchestration tools and infrastructure investments.
- ToolAI Security
Privacy-Preserving AI Technology Selector
This wizard helps enterprise AI buyers and platform engineers select the appropriate privacy-preserving AI technology among federated learning, differential privacy, synthetic data generation, and trusted execution environments, based on workload, data sensitivity, and compliance requirements.
- ToolRAG Pipelines & Patterns
Agentic RAG Implementation Checklist
A gated interactive checklist designed for development teams to assess and plan their Agentic Retrieval-Augmented Generation (RAG) implementation stages, covering readiness, architecture, tooling, and governance.
- ToolRAG Pipelines & Patterns
Agentic RAG Readiness Assessment
This interactive assessment helps enterprise AI buyers and platform leads determine if their retrieval-augmented generation (RAG) systems are technically and operationally ready for use with autonomous agents. It provides a data-driven score and specific recommendations for improvement.
- ToolEnterprise AI Readiness & Adoption
AI CoE Charter Template
This interactive worksheet guides enterprise teams through defining the mission, scope, and governance of an AI Center of Excellence (CoE). Capture and structure key charter elements to align stakeholders and support strategic AI adoption.
- ToolEnterprise AI Readiness & Adoption
AI CoE Maturity Assessment
Evaluate the maturity level of your AI Center of Excellence (CoE) across key dimensions including governance, talent, technology, and impact. Receive a tailored roadmap to advance your AI CoE.
- ToolAI Governance & Compliance
AI CoE Roles and Responsibilities: Who Does What
This interactive worksheet helps enterprise AI teams define clear roles and responsibilities within their AI Center of Excellence (CoE). Use structured RACI templates to assign accountability, responsibility, consultation, and information channels across typical CoE functions.
- ToolAI Cost, FinOps & TCO
AI Cost Optimization Audit Checklist
A detailed, interactive checklist designed to guide enterprise FinOps and platform engineering teams through AI cost optimization audits, ensuring systematic evaluation across compute, storage, model selection, and usage policies.
- ToolAI Cost, FinOps & TCO
AI Cost Optimization Checklist
This interactive checklist guides engineering teams through essential AI cost optimization practices, helping enterprises control expenses while maintaining performance.
- ToolAI Cost, FinOps & TCO
AI Cost Optimization Wizard
An interactive wizard that analyzes AI usage patterns to recommend tailored cost optimization strategies for enterprise AI deployments.
- ToolAI Governance & Compliance
AI Regulatory Compliance Assessment
This interactive assessment guides enterprise AI buyers and platform engineering leads through key compliance dimensions, identifying relevant AI regulations based on jurisdiction, industry, and application type.
- ToolAI Governance & Compliance
Assigning Roles and Responsibilities for Agent Oversight (RACI Template)
This interactive worksheet helps governance committees assign and clarify roles and responsibilities for agent oversight using a RACI matrix. It supports structured decision-making in Agentic AI governance and safety.
- ToolAI Risk Management
Building a Model Inventory for Risk Management
A gated worksheet template to help enterprises develop a structured model inventory, supporting effective risk management and compliance in AI deployments.
- ToolAI Cost, FinOps & TCO
Business Function AI ROI Comparison Tool
Estimate and compare the return on investment (ROI) of AI initiatives across marketing, sales, service, and finance in your enterprise. Adjust key inputs to see function-specific impacts on revenue, cost savings, and efficiency gains.
- ToolAI Security
CISO's AI Security Readiness Assessment
This interactive assessment enables CISOs to evaluate their enterprise's AI security readiness by scoring key domains such as data governance, model integrity, and regulatory compliance. Results provide a prioritized view of strengths and gaps for targeted improvement.
- ToolAI Cost, FinOps & TCO
Embedding API Cost Calculator
Estimate your monthly costs for popular embedding APIs from providers like OpenAI, Cohere, and Hugging Face based on query volume and model choice. Designed for AI platform engineering and procurement teams evaluating embedding consumption budgets.
- ToolAgentic AI Frameworks
Enterprise Agent Use Case Library (50+ Examples)
Search and filter a curated database of over 50 enterprise agent use cases. Identify relevant agentic AI applications across industries and functions to guide adoption and implementation strategies.
- ToolAgentic AI Frameworks
Enterprise Agent Use Case Library (Expanded to 100 Examples)
Explore a curated, searchable library of 100 enterprise agent use cases designed to support AI platform engineering leadership and senior practitioners in evaluating and implementing autonomous agent workflows. Filter by industry, function, and complexity to identify relevant applications.