Workbench
92 items
- 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.
- ToolData Engineering for AI
AI data quality checklist
This interactive checklist guides enterprise AI teams through essential data quality validations before model training. It covers data completeness, accuracy, consistency, labeling, and bias assessment to ensure robust foundation for AI initiatives.
- ToolEnterprise AI Readiness & Adoption
AI Initiative Change Log Template
Track scope, budget, and timeline changes with this interactive worksheet designed for enterprise AI initiatives. Capture critical updates and monitor impact on project delivery.
- ToolEnterprise AI Readiness & Adoption
AI Project Prioritization Matrix
A step-by-step interactive wizard to help enterprise AI leaders rank projects by business value and effort, supporting data-informed prioritization for building the business case.
- 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 Vendor Selection
AI Vendor Evaluation Scorecard
Use this interactive worksheet to score and compare AI vendors across weighted evaluation criteria relevant to enterprise procurement and vendor management. Scorecards help structure decision-making for cost, performance, support, and compliance.
- ToolAI Vendor Selection
AI Vendor Map by Business Function
An interactive vendor map categorizing 150+ AI solution providers by core business functions. Supports enterprise AI buyers and platform engineering leads in navigating AI vendor landscapes with targeted decision support.
- ToolAI Vendor Selection
AI Vendor RFP Template
An interactive, gated RFP template featuring 75 detailed questions to evaluate AI vendors across technical capabilities, compliance, pricing, support, and integration readiness. Designed to streamline AI procurement decisions.
- ToolAI Vendor Selection
AI Vendor Risk Assessment Questionnaire
This interactive worksheet helps procurement and vendor management teams assess security and compliance risks associated with AI vendors. It guides users through key risk factors with scored inputs, producing an overall vendor risk rating to support decision-making.
- 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.
- ToolEnterprise AI Readiness & Adoption
Business Function AI Readiness Assessment
This interactive assessment helps enterprise leaders evaluate AI readiness across key business functions. It captures specific inputs on strategy, talent, data infrastructure, and budget to generate tailored readiness scores and recommendations.
- 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.
- ToolEnterprise AI Readiness & Adoption
Data Readiness for AI Assessment
An interactive assessment to help enterprises evaluate their current data readiness for AI initiatives across quality, volume, and accessibility dimensions. Use the scoring results to identify gaps and areas for improvement in your data infrastructure.
- 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.
- ToolRAG Pipelines & Patterns
Embedding Model Decision Tree
Interactive wizard that helps enterprises select the optimal embedding model based on language support, domain specificity, and budget constraints. Tailored for RAG & Knowledge workflows focusing on embedding models.
- 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.
- ToolAI Cost, FinOps & TCO
Enterprise AI Cost Assessment
Assess your enterprise AI stack's cost drivers with a structured interactive tool. Identify key expenses across infrastructure, platform, and operational facets to inform budgeting and vendor selection.
- ToolAI Cost, FinOps & TCO
Enterprise AI ROI Case Study Template
This interactive worksheet guides enterprise teams through documenting AI project returns. It facilitates clear calculation of ROI metrics, capturing costs, benefits, and qualitative outcomes. Users can generate a shareable case study to support FinOps and executive buy-in.
- ToolAI Security
Enterprise AI Security Checklist
A gated, interactive checklist designed to support enterprise AI deployment approvals, focusing on key security and compliance controls.