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Free Executive Field Guide

The AI Capability Dictionary

Twenty concepts, and the dozens of features beneath them, defining how modern AI actually works. Written for leaders who need to evaluate AI, not just experiment with it.

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Dynaimix
An Enterprise AI Field Guide
The AI Capability Dictionary
20 Entries
20 Core capabilities
50+ Supporting features defined
4 Phases of AI maturity
0 Vendor sales pitches
Why We Wrote It

Focus less on the vendor. Focus more on the capability.

This guide will not try to sell you a platform. The features it explains, things like context, projects, memory, connectors, agents, and MCP, are appearing across Copilot, Claude, ChatGPT and Gemini alike. Understand the capability, and you can evaluate any tool that claims to have it.

Chat is becoming workflows. Workflows are becoming tools. Tools are becoming agents. Agents are becoming digital teammates.

From the closing chapter

What's Inside

Twenty entries, one per capability

Each entry opens with a plain-language definition, then explains what it means for real operations.

NO. 01 Chat
NO. 02 Models
NO. 03 Thinking
NO. 04 Context
NO. 05 Projects
NO. 06 Memory
NO. 07 Artifacts
NO. 08 Execution
NO. 09 Search
NO. 10 Cowork
NO. 11 Design
NO. 12 Connectors
NO. 13 MCP
NO. 14 Skills
NO. 15 Plugins
NO. 16 Routines
NO. 17 Tools
NO. 18 Agents
NO. 19 Code
NO. 20 API
A Look at One Entry

Built like a dictionary, written like a briefing

Every capability gets a headword, a one-sentence definition, and then the part most guides skip: what it changes about how your business runs.

Related features are nested underneath, so Agents also covers subagents, agent teams, and dynamic agents.

No. 18
Agents

Def. Autonomous AI systems capable of completing multi-step tasks and workflows with limited human supervision.

Think of the difference between an employee who answers questions and an employee who owns a process. An agent could review incoming documentation, identify missing information, generate requests, notify responsible parties, and track responses.

Subagents Agent Teams Dynamic Agents
The Maturity Journey

You don't need all twenty at once

Most organizations are somewhere between Phase 1 and Phase 2 today. The guide closes with a four-phase roadmap so you know what to build next.

Phase 1
Employee Productivity
Chat · Prompting · Refinement · Search · File Analysis
Phase 2
Department Optimization
Projects · Memory · Artifacts · Skills · Connectors
Phase 3
Process Automation
Tools · Routines · MCP · Agents · APIs
Phase 4
Enterprise Transformation
Agent Teams · Dynamic Agents · Custom Applications · AI-Powered Operations
Who It's For

Written for the people making the call

Executives & Owners

Evaluate technology investments and spot opportunities without needing to become technical.

Operations Leaders

See where AI attaches to the workflows your teams already run every day.

IT & Innovation Teams

Get shared vocabulary for connectors, MCP, permissions and agent architecture.

Get The AI Capability Dictionary

Twenty entries. Vendor-neutral. Free.

No sales calls. Unsubscribe anytime.

The AI Capability Dictionary · © 2026 Dynaimix