Xither Workbench

Hands-On Enterprise AI Tools

Calculators, assessments, checklists, scorecards, worksheets, templates, decision trees, wizards, and quizzes — built for enterprise AI practitioners who need to evaluate, plan, and act. Free to use in your browser, no sign-up required; create an account only when you want to download a saved report.

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Assessment

10 Common ML Workflow Templates

This interactive worksheet guides enterprise AI teams through defining and selecting from 10 common machine learning workflow templates. It supports evaluation and implementation using Airflow or Prefect orchestration platforms.

May 18, 2026

Assessmentstrategy & adoption

2026 Enterprise AI Landscape Map

Explore an interactive visual map of over 200 enterprise AI vendors categorized by technology focus and deployment model to support vendor evaluation and strategic decision-making in 2026.

May 18, 2026

AssessmentAI Data & Training

Advanced RAG Pattern Selector

This interactive wizard helps enterprise AI practitioners select the most suitable Retrieval-Augmented Generation (RAG) pattern for their use case by evaluating key workload parameters. Options include GraphRAG, Self-RAG, HyDE, and standard RAG approaches.

May 18, 2026

AssessmentAI Agents & Frameworks

Agent Audit Report Template for Compliance Reviews

This interactive worksheet guides enterprise AI buyers and compliance teams through generating a structured agent audit report. It includes inputs for logging agent activities, compliance flags, and risk assessments, accompanied by sample logs to simulate real-world scenarios.

May 18, 2026

AssessmentAI Agents & Frameworks

Agent Framework Decision Wizard

Compare LangGraph, CrewAI, AutoGen, and MCP frameworks based on your enterprise's architecture needs, scale, and integration requirements. This interactive wizard guides platform leads and AI buyers through key decision factors to select an agent framework aligned with your use case.

May 18, 2026

AssessmentAI Agents & Frameworks

Agent Framework Vendor Evaluation Worksheet

A structured worksheet to assess and compare agent frameworks against 25 key criteria relevant for enterprise AI deployment and scalability.

May 18, 2026

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