AI Playground

Jumpstart to
Proficient.

A guided path to AI proficiency. Step-by-step exercises built for your role, with real business data and real AI tools. No generic courses. No consultant dependency. Learn by doing.

bolt Productive in Days lock_open No Complex Setup person Built for Business Roles update Updated Monthly

The Problem

Your Team Wants to Use AI. Everything's in the Way.

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The Access Problem

IT hasn't approved ChatGPT Enterprise. Compliance hasn't cleared the data policy. Procurement is backed up. Your people can't even start learning because they can't get to the tools.

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The Speed Problem

Weeks of passive video courses. Months of consultant scoping calls. By the time your team "finishes training," the tools have changed and the training is stale.

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The Relevance Problem

Generic "intro to AI" doesn't build internal capability. Your people need to use the tools on work that looks like their work. Generic demos don't transfer to Monday morning.

The Experience

Your Jumpstart

Step-by-step exercises with representative mock data. Three AI tools. Scenarios that mirror the work your role actually does.

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Research & Analysis

Analysis, problem-solving, and decision support. Ask questions, get structured answers, iterate on complex problems in real time.

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Autonomous Tasks

Multi-step research, analysis, and decision support that runs independently. Delegate complex tasks and get results without hand-holding.

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Build & Automate

Dashboards, workflow automation, and data analysis — even without coding experience. Turn ideas into working tools.

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30+ Guided Exercises

Two paths: PE/Investment and Operating Company. Structured scenarios built for the work your role actually does.

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Real Business Data

A complete fictional company with financials, CRM exports, emails, Slack threads, and meeting notes. Realistic enough to learn on, safe enough to experiment with.

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Your AI Guide

An always-on panel that walks you through each exercise step by step. No procurement, no IT tickets. Updated monthly as tools evolve.

Beyond Training

Jumpstart. Assess. Build.

Getting up to speed is step one. Knowing where AI adds value and how to build it is the rest.

Start Here

Jumpstart

Guided exercises with real AI tools. Step-by-step walkthroughs for your role. Productive in days, not months.

  • check_circle Self-paced or facilitator-led
  • check_circle PE and Company Ops exercise paths
  • check_circle Updated monthly as tools evolve
Optional

Value Assessment

We audit your workflows and identify exactly where AI moves the needle. Prioritized use cases with ROI estimates.

  • check_circle AI Opportunity Map for your company
  • check_circle Quick wins vs. strategic bets
  • check_circle Quarterly reassessment
Capture the Value

AI Tool Development

Build internal AI tools that capture value. We build it, you build it, or we get you started and hand it off.

  • check_circle Done-for-you or coached
  • check_circle Rapid MVP development
  • check_circle Monthly optimization passes

The Real Comparison

Building Internal AI Capability. Fast.

school
Coursera / LinkedIn
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Time to Productive Weeks of passive video
Format Watch someone else do it
IT / Procurement Need tool licenses first
Role Relevance Generic for everyone
Tools Included None (bring your own)
Staying Current Recorded months ago
What You Get A certificate
business
McKinsey / Deloitte
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Time to Productive Months of scoping
Format Watch a consultant do it
IT / Procurement 6-week vendor review
Role Relevance Custom but you don't do it
Tools Included Their tools, not yours
Staying Current Quarterly refresh at best
What You Get A strategy deck
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AI Playground
Time to Productive Days
Format You do the work yourself
IT / Procurement Quick setup, start learning
Role Relevance Exercises match your role
Tools Included Three core AI capabilities
Staying Current Updated monthly
What You Get Internal AI capability

Staying Current

Getting Up to Speed Is Half the Battle.
Staying There Is the Other Half.

Scroll the list to the right. That's just the last four months. It's overwhelming, and it's not your job to track it. We do the keeping-up so you don't have to. The best of all of it gets folded into your exercises.

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Monthly Intelligence Briefing

What changed, what it means for your role, and what to do differently. Not news aggregation. Actionable insight.

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Exercises Updated Within 14 Days

When tools change, exercises change. New capabilities show up in your practice environment before you'd even hear about them.

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Tool Comparison Matrix

"Which tool for which task?" Updated monthly as capabilities shift.

March 2026

GPT-5.3 Instant / less "cringe," richer web search

Gemini 3.1 Flash-Lite / fastest Gemini ever, $0.25/M tokens

AI coding assistant adds voice mode / push-to-talk coding

Grok 4.20 Beta 2 / 4-agent collaboration system

DeepSeek V4 / trillion-parameter multimodal

AI desktop app adds plugin hub / skills, plugins, MCP in one place

February 2026

New flagship AI model / 1M context, 14.5-hr autonomous tasks

Mid-tier AI model update / 79.6% SWE-bench, 5x cheaper than flagship

GPT-5.3-Codex / first model instrumental in its own creation

Gemini 3.1 Pro / step-change in core reasoning

AI assistant in PowerPoint / slide gen from natural language

AI coding tool finds 500+ zero-days / crashes cyber stocks

ChatGPT Deep Research + MCP / connect to any data source

Grok 4.20 Public Beta / rapid weekly improvements

Devin 2.2 / 3x faster, computer use, $20/mo

AI agent enterprise plugins / Excel, PowerPoint, FactSet, DocuSign

OpenAI retires GPT-4o, GPT-4.1, o4-mini from ChatGPT

Windsurf Wave 13 / parallel multi-agent, git worktrees

Major AI lab accuses rivals of model distillation

January 2026

AI desktop agent / reads, edits, and creates files on your machine

AI agent plugins / 11 open-source starters for role-specific automation

AI lab CEO publishes "Adolescence of Technology" / 20K-word risk essay

xAI $20B Series E / largest private AI round ever

Grok Imagine API / 10-sec video generation at 720p

Chrome Gemini Side Panel / agentic browsing in your sidebar

Adobe Firefly + FLUX.2 / unlimited AI image gen for subscribers

Runway Gen-4.5 Image-to-Video / first-frame-driven generation

Midjourney Niji 7 / anime/illustration model overhaul

ChatGPT Ads testing begins for Free users

Windsurf Arena Mode / side-by-side model comparison in IDE

December 2025

GPT-5.2 (Instant + Thinking + Pro) / most capable OpenAI models

Gemini 3 Flash / Pro reasoning at Flash speed, $0.50/M tokens

AI lab acquires Bun / first-ever acquisition (coding tool runtime)

MCP donated to Linux Foundation / open agent protocol standard

Agent Skills open standard / adopted by Microsoft, OpenAI, GitHub, Cursor

GPT Image 1.5 / 4x faster, dense text rendering, facial consistency

Disney invests $1B in OpenAI / 200+ characters licensed for Sora

DeepSeek V3.2 / sparse attention breakthrough, GPT-5-level claims

Runway Gen-4.5 / #1 video model, state-of-the-art realism

Cursor 2.2 / Debug Mode, Visual Editor, 8-agent parallel judging

Amazon Nova 2 family / 4 models at re:Invent, speech-to-speech

Mistral 3 family / 10 models, all Apache 2.0 open-source

Kling Video 2.6 / simultaneous audio-visual generation

November 2025

New AI flagship model / 5x price cut from prior generation

Gemini 3 Pro / Google's next-gen flagship model

Grok 4.1 / #1 LMArena ranking, 65% hallucination reduction

GPT-5.1 Instant + Thinking / adaptive reasoning depth

GPT-5.1-Codex-Max / 24-hour autonomous coding tasks

Nano Banana Pro / 4K image gen with text rendering

Gemini 3 Deep Think / Physics/Chemistry Olympiad gold

AI coding tool 2.0 / checkpoints, subagents, hooks

FLUX.2 / 32B open-weight image model family

Kiro IDE GA / AWS agentic IDE with spec-driven dev

Zoom AI Companion 3.0 / agentic retrieval across meetings

AI coding tool hits $1B ARR / six months after public launch

Pricing

2–3 Weeks. Real Results.

Three ways to get started. All include the full exercise library, all tools, and monthly content updates.

Facilitator-Led

Guided

$997 /person

Full guided access, 30 days. 2-hr kickoff, self-paced exercises, weekly recap sessions.

  • check_circle Everything in Self-Paced, plus:
  • check_circle 2-hr live kickoff session
  • check_circle 2-hr Week 1 recap + Q&A
  • check_circle 2-hr Week 2 debrief + action plan
  • check_circle 30 days of full access
  • check_circle Dedicated Slack channel with facilitator

Minimum 5 people.

Get Started
Enterprise

Custom

Custom

The full engagement. Jumpstart your team, assess where AI creates value, and build the tools to capture it.

  • check_circle Everything in Guided, plus:
  • check_circle Value assessment of your workflows
  • check_circle Custom exercises built on your data
  • check_circle AI Tool Development hours: build internal AI tools
  • check_circle Ongoing optimization + monthly updates

Tailored to your team's workflows and data.

Or email us directly

Questions? Reach out →

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The Jumpstart Guarantee

If you don't have at least one genuine "wow, I didn't know AI could do that" moment within your first 3 hours, we'll refund your full purchase. No questions. No hoops.

Two Paths

Same Tools. Your World.

Same AI tools. Exercises built for the work your role actually does.

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Deal Team AI Toolkit

Walk the full arc from sourcing through portfolio oversight. Every exercise teaches an AI workflow pattern you'll reuse on real deals: CIMs, financial models, management presentations, and portfolio data.

You'll work with
CIM Analysis Data Rooms LBO Models IC Memos Portfolio KPIs Deal Pipeline

86% of M&A leaders report adopting GenAI. These exercises close the gap between "adopted" and "actually useful."

01
Deal Sourcing & Pipeline

Screen 50+ companies against an investment thesis. Tear apart a full CIM. Build a pipeline scoring model that separates signal from noise.

Research Autonomous ~45 min
02
Due Diligence Deep Dive

Navigate a 200+ file data room. Surface red flags across financial, legal, and operational documents. Build a QofE bridge from reported to adjusted EBITDA.

Research Autonomous Build ~60 min
03
Financial Modeling

Construct an LBO from scratch. Run sensitivity tables across entry multiple, growth, and margin assumptions. Generate Monte Carlo distributions for return scenarios.

Research Build ~60 min
04
Investment Committee Prep

Draft an IC memo that synthesizes diligence findings. Build a risk matrix. Structure deal terms and present a recommendation with conviction.

Research Autonomous ~45 min
05
Portfolio Management

Monitor a 6-company portfolio. Track covenant compliance, identify a distressed asset, and build a value creation dashboard with automated alerts.

Research Autonomous Build ~60 min
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The AI Operating Toolkit

Run the company with AI. Each exercise teaches you which tool to pick, when to use it, and the workflow pattern to reuse: CRM reconciliation to board prep to M&A evaluation.

You'll work with
CRM Exports Production Logs Financial Statements Board Packages Integration Data M&A Pipeline

The same company. The same data. From the operator's chair, learning the tools that matter for your role.

01
CRM & Sales Intelligence

Reconcile a messy CRM pipeline with finance actuals. Build a customer health dashboard. Analyze win/loss patterns and surface the accounts at risk.

Research Build ~45 min
02
Operations & Quality

Compare production metrics across three plants. Investigate a safety incident spike at the acquired facility. Build a maintenance optimization model.

Research Autonomous Build ~60 min
03
Finance & Audit

Analyze 250+ journal entries. Detect weekend bookings and missing approvals. Build a 3-statement model and a 13-week cash flow forecast.

Research Build ~45 min
04
Board Prep & Governance

Assemble a board package from raw data. Build KPI dashboards. Draft an integration update for a skeptical board. Simulate tough Q&A.

Research Autonomous ~60 min
05
Strategic Planning & M&A

Evaluate a bolt-on acquisition target. Analyze competitive positioning. Track synergy realization against plan. Draft a 100-day integration roadmap.

Research Autonomous Build ~60 min

FAQ

Common Questions

Do I need IT approval to get started? add
No. That's the point. The Playground requires no complex IT setup. No enterprise software rollout, no vendor review, no compliance cycle. You get started in your browser with a guided panel that walks you through every exercise. Business leaders buy this directly; no procurement overhead.
How quickly will my team be productive? add
Most people have their first "I didn't know AI could do that" moment within 3 hours. By the end of the week, they'll have working AI workflow patterns for their actual role: deal sourcing, financial analysis, operations review, board prep. 30 days of access from first login.
What's the difference between Self-Paced and Guided? add
Self-Paced gives you the full exercise library and guided panel. You work through it on your own schedule. Guided adds a live facilitator: a kickoff session to orient your team, real-time support during exercises, and a debrief to translate what you learned into next steps. Guided requires a minimum of 5 people.
Do I need my own AI subscriptions? add
You'll need access to AI tools like Claude, ChatGPT, or Copilot — the guided exercises walk you through setup. You can use your work laptop or personal laptop. Most exercises work with freely available tiers of these tools. The sidebar guide shows you exactly which tool to reach for and how to use it for each exercise.
Is the data real company data? add
No, and that's by design. It's representative mock data: realistic enough to learn real workflows, safe enough that there's zero compliance risk. A safe environment where your team can experiment freely. No sensitive data, no legal review, no InfoSec approval needed.
We already have Copilot / ChatGPT. Why do we need this? add
Having tools and knowing how to get value from them are different things. Most organizations use 10-20% of what's possible. The Playground teaches your team the workflows that matter for their specific roles, not generic demos. That's the difference between "we have AI" and "we use AI."
What's the Jumpstart Guarantee? add
If you don't have at least one genuine "wow, I didn't know AI could do that" moment within your first 3 hours, we'll refund your full purchase. No questions. No hoops.

No Procurement.
No IT Ticket.
Just Open It and Go.

Your team is ready. The tools are waiting. The only thing between them is access, and that's exactly what this is.

Jumpstart Guarantee on all plans