PRESENTS · MAVEN COHORT 2 · SESSION 1 OF 5
SAT MAY 16, 2026 · 12:00 PM EDT
AI for
People Leaders
From tinkering with AI to leading AI adoption.
5 live sessions · May 16 to June 20, 2026 · on Maven
CO-INSTRUCTORS
S
Sandhiya Thiruvengadam
Leader, HRBP & AI · Apexon
Q
Q Hamirani
Chief People Officer, Highlevel · Adjunct Faculty, LBS
Session 1 · Slide 1/15
What you told us before we started
Three patterns rang loud across your responses.
"
I want to actually DO
things, not just understand
AI conceptually. To build,
automate, and walk back
in as someone who can
credibly guide my team.
A PEOPLE LEADER · COHORT 2
"
I want to shift from thinking
about AI as a personal
productivity tool to thinking
about it as an
operating-model lever
for HR.
A PEOPLE LEADER · COHORT 2
"
My biggest barrier?
I don't know where
to start.
(You're not alone. That's the whole job of this cohort.)
A PEOPLE LEADER · COHORT 2
THE THREE THEMES WE HEARD
Build, don't just learn
Hands on the keyboard, not slides.
Operating-model thinking
AI as a lever for the function.
A clear place to start
A first 3 Quick Wins, not a 50-tool list.
We read every response.
The next 6 weeks are built to answer these three statements.
↩ HOME
Session 1 · Slide 2/15
Today's path
90 minutes · 7 segments · 1 module outcome
★ HOW TO TELL US YOU'RE LOST · NO JUDGMENT
Type SLOW in chat any time, or raise your hand. We pause. We back up. The cohort is senior · the room moves at the slowest person's pace.
AGENDA
12:00
Welcome + what you told us
12:10
The acceleration + three doors of AI
12:25
Vocabulary + the HR AI Automation Landscape
12:40
AI-Native journey + IMPACT framework
12:55
Which tool wins for which HR task
1:05
🤖 Use AI Now: plot your 3 quick wins
1:20
Skill anatomy + this week + reflection
★ TODAY'S NORTH STAR · BY 1:30 YOU'LL SAY
"I can see exactly
where AI will create
the biggest impact
in my organization,
and how to prioritize
strategically."
One module. One outcome.
Every minute of this session is in service of the line above.
Module 1 outcome · keep it in mind
↩ HOME
Session 1 · Slide 3/15
The acceleration: from 75 years to live now
The technology curve isn't accelerating. It's vertical.
01
Telephone
75 years
to 100M users
02
Smartphone
16 years
03
Internet
7 years
04
ChatGPT
3 months
05
Cowork
live now
VERIFIED · OCT 2025 TO MAR 2026 (6 MONTHS)
4 new Claude models
20+ dated product updates
1 net-new product · Cowork
Source: support.claude.com release notes · 🟢 verified May 2026
WHY THIS MATTERS FOR HR
6 months, not 6 years, to adapt.
★ This is why Cohort 2 exists.
↩ HOME
Session 1 · Slide 4/15
How to use Claude · the restaurant
9 ways in. One brain behind them all. We walk through every door across 5 sessions.
FRONT OF HOUSE · what the guest sees
YOU ARE HERE
① WALK IN
Chat
claude.ai · type back-and-forth
Universal entry. Where everyone
starts. Most people stay here.
② SIT AT A TABLE
Claude Project
a contained workspace with memory
One Project per recurring task.
Met in Session 2.
③ THE FILE ON YOU
CLAUDE.md
the profile that personalizes
Your role, voice, rules · loaded
every session, automatically.
④ THE MENU
Skills
markdown packs Claude can call
Anatomy on Slide 12 today.
First install: this week.
⑤ STANDING ORDERS
Routines
scheduled actions Claude runs for you
"Every weekday 7AM: brief me."
Built in Session 3.
⑥ THE RUNNER
Dispatch
parallel sub-agents on one job
"Research 5 candidates at once."
Met in Session 4.
⑦ KITCHEN LINE
Computer Use
Claude drives a browser for you
"Pull these 20 PDFs and tag them."
Met in Session 4.
⑧ THE RECEIPT
Hooks
what fires after every meal
"After every reply, log to Notion."
Mentioned in Session 4.
⑨ BACK OF HOUSE · the supply chain (drawn large because it carries everything)
APIs · Connectors · MCP
Where your data actually lives. The kitchen pulls from here.
Three different things. We unpack the difference in Session 4.
API
Connector
MCP
Same kitchen, three ways to ask.
→ NEXT SLIDE · TRANSLATING
If you remember the "three doors" framing from earlier training, the next slide shows how those map to the nine zones.
↩ HOME
Session 1 · Slide 5/15
Same brain, three doors
Every tool has a name for each. We teach the doors. Restaurant zones nest inside.
01
DOOR 1 · JUST TALK
Chat
Type back-and-forth.
CALLED:
Chat
in Claude · ChatGPT · Gemini · Copilot
All four call it the same thing. Universal entry point.
RESTAURANT ZONES INSIDE · 1
①
WALK IN
Chat
★ TODAY · WE STAY IN DOOR 1
02
DOOR 2 · PERSISTENT HELPER
Cowork
FILES
Reads your files. Sits at your desk.
CALLED:
Cowork + Projects
in Claude
→ Projects + Custom GPTs in ChatGPT
→ Gems + Workspace in Gemini · Copilot for M365
RESTAURANT ZONES INSIDE · 3
②
SIT AT A TABLE
Claude Project
③
THE FILE ON YOU
CLAUDE.md
④
THE MENU
Skills
▷ OPENED IN SESSION 2
03
DOOR 3 · AUTONOMOUS BUILDER
Claude Code
$ claude
› generate quarterly comp review
reading: comp-philosophy.md
reading: level-taxonomy.md
drafting: q1-comp-review.docx
✓ ready for review
$ _
Multi-step work while you sleep.
CALLED:
Claude Code + Computer
in Claude
→ Codex CLI + Atlas in ChatGPT
→ Gemini CLI + Mariner · Copilot Agent + Studio
RESTAURANT ZONES INSIDE · 5
⑤
STANDING ORDERS
Routines
⑥
THE RUNNER
Dispatch
⑦
KITCHEN LINE
Computer Use
⑧
THE RECEIPT
Hooks
⑨
BACK OF HOUSE
APIs · Connectors · MCP
Product names change quarterly. The doors don't. The zones don't. Also Door 3: Perplexity Comet · Browserbase · Adept ACT-2.
↩ HOME
Session 1 · Slide 6/15
The 8 words that unlock the rest
Print this. Pin it. By Week 6 you won't need it.
LLM
Predicts next word. Powers every chatbot.
Claude, ChatGPT, Gemini are all LLMs.
RAG
AI pulls from your trusted source first.
Build a bot that answers only from your handbook.
MCP
Open standard for AI to talk to your tools.
Granola, Gmail, Slack, Notion → all via MCP.
Skill
A reusable instruction file. Build once, run forever.
Like a macro for AI. We build one in Week 2.
Agent
AI that takes multi-step actions on its own.
Q's senior-leadership ATS. Claude Computer browsing.
Cowork
Claude reads your local files. Works alongside.
Virtual assistant sitting at your desk.
Markdown
Plain text with # for headings, | for tables.
By Week 6, less Excel and
more markdown.
CLAUDE.md
The "About me" file Claude reads every session.
The most important file you'll ever write.
THE THROUGH-LINE
AI + Human > AI alone. The vocabulary is just the floor.
Your judgment is the ceiling. Every artifact in this cohort is co-authored with you. (BCG · David Green, 2025)
↩ HOME
Session 1 · Slide 7/15
How Agentic AI has progressed
Same recruiting task, four ways to run it. Each stage adds more agency than the last. The skill is knowing which one a problem belongs to.
DETERMINISTIC
INFERENCE
AGENTIC
AUTONOMOUS
Workflow
DETERMINISTIC · FIXED STEPS
New Applicant
↓
Review Resume
↓
Schedule Interview
↓
Add to ATS
YOU TODAY
Every step is a human. The system
is your team's time.
AI Workflow
INFERENCE · AI HELPS ONE STEP
New Applicant
↓
★
Screen Resume
↓
Schedule Interview
↓
Add to ATS
SESSION 1 STARTS HERE
You hand AI the slowest step.
Save 30 minutes per resume.
Agentic Workflow
AI ORCHESTRATES · YOU APPROVE
New Applicant
↓
★
Research Candidate
↓
★
Analyze Skills Match
↓
Add to ATS
↓
★
Draft Email
Teams Ping
SESSIONS 2 + 3 LIVE HERE
You design the pipeline. AI runs
each step. You approve the gates.
NEW
Agent
AUTONOMOUS · PURSUES THE GOAL
New
Applicant
Employee
Query
↓
★
Intelligent Assistant
Context & Instructions
Knowledge Repository
Action Framework
↓
↓
Send
Email
Update
HRIS
SESSIONS 4 + 5 · CAPSTONE
You commission the agent. It pursues
the goal across many inputs and tools.
THE COHORT TAKEAWAY · PROGRESSION FRAME via ZAPIER PEOPLE OPS · ADAPTED FOR HR
Each stage adds more agency than the last. The skill is knowing which one a problem belongs to. You'll ship a Skill, a Routine, and an Agent by Week 6.
↩ HOME
Session 1 · Slide 8/15
The AI-Native journey
Where you are. Where you're going. Where your org needs to be.
1
START HERE
AI-Curious
YOU
Aware AI exists.
Occasional use.
ORG
Tools layered on top
of existing processes.
2
WHERE MOST ARE
AI-Capable
YOU
Regular use.
Strong prompting.
ORG
Multiple teams using AI.
Wins documented.
3
GOAL BY WEEK 6
AI-Native
YOU
AI is your default.
You build Skills.
ORG
Processes redesigned
with AI at the center.
4
THE BENCHMARK
Frontier Org
YOU
Rebuilding the
function. Others learn.
ORG
Operating-model shift.
(e.g., Barona OS)
The cohort's job: move you from 1 or 2 to 3 in six weeks. Stage 4 is the post-cohort horizon.
STAGES 1 + 2 · WELL-TRODDEN TERRITORY
If you're already at Stage 2,
the cohort fast-forwards you.
Most Cohort 2 participants already use Claude weekly.
Stages 3 and 4 are where the actual work of this cohort happens.
3
UNPACKING STAGE 3
AI-Native HR Leader
AI is your operating default,
as fluent as Excel once was.
Reach for Claude before you
reach for the keyboard.
4
UNPACKING STAGE 4
Frontier Organization
Core HR processes redesigned
around AI, not bolted on.
e.g., Barona OS (Finnish HR firm
rebuilding the function on AI agents).
↩ HOME
Session 1 · Slide 9/15
The IMPACT Framework
How to find your first 3 AI quick wins, and ship them in 72 hours.
I
Identify
Pinpoint HR processes
where AI adds clear value
M
Map
Match AI capabilities
to specific HR needs
P
Pilot
Run a small-scale,
low-risk test first
A
Adopt
Roll out to the team
with training + change mgmt
C
Capacitate
Build the team's AI
muscle so it sticks
T
Track
Measure outcomes.
Iterate. Defend at QBR.
WORKED EXAMPLE · COHORT 1 · 4 WEEKS
"AI-assisted exit interview synthesizer."
6 hours saved per HRBP per quarter.
CHRO approval on Week 5. Rolling out across BU's.
WHERE EACH IMPACT LETTER LIVES IN THIS STORY
I exit interview pain · M GenAI = summarization · P one BU pilot
A manager training added · C HRBP-built Skill · T $ saved + retention lift to QBR
SHIPS WITH WEEK 1 · COMPANION WORKBOOK
HR_AI_Roadmap
A draft worksheet that maps the 6 IMPACT steps
to your own quick wins.
📥 v1 lands in cohort chat by Monday
🛠 We'll refine it together over the 5 weeks
📚 Inspired by David Green's Agentic AI Chart (MyHRfuture)
(in the saved-posts library, Sandhiya's curation)
↩ HOME
Session 1 · Slide 10/15
Which tool wins for which HR task
Don't memorize. Bookmark. The most powerful AI move in HR is using the right tool for the job.
Drafting JDs, policies, comms
Strongest writing voice + handles long documents in one go
Claude
Image generation (org charts, training graphics)
Claude doesn't generate images natively
Gemini / ChatGPT
Web search + citations
Faster search + better source-citing UX
Perplexity / ChatGPT
Excel work inside Microsoft ecosystem
Native M365 integration
Copilot
Building reusable Skills
SKILL.md ecosystem is most mature
Claude
Cross-platform (Slack · Notion · Gmail)
MCP connectors. Biggest competitor gap.
Claude (via MCP)
Sensitive HR data work (PII · comp · medical)
Best privacy guarantees + clearest data residency. Always your enterprise tool first.
Claude OR your enterprise tool
This cohort teaches with Claude. The doors translate. The decisions stay yours.
↩ HOME
Session 1 · Slide 11/15
🤖 Use AI Now
Take 5 minutes. Plot YOUR first 3 Quick Wins. The picking is harder than the generating.
PASTE THIS INTO CLAUDE
Copy ⌘C
I work in [your HR role] at a [size]
company in [industry].
Looking at HR functions: Recruiting,
EX, L&D, Performance.
Generate 10 specific AI use cases
for my function.
Each labeled with:
• Complexity (Low/Med/High)
• Business impact (Low/Med/High)
Format as a markdown table.
① ROLE + CONTEXT
② SCOPE LOCKED
③ QUANTITY ANCHOR
④ STRUCTURED OUTPUT
⑤ FORMAT SPEC
5 THINGS THIS PROMPT DOES RIGHT
NEW WORD ↑
Markdown = plain text with simple symbols (# for headings, | for tables). Claude reads & writes it natively. Slide 6.
THEN PLOT YOUR TOP 3 HERE
B
U
S
I
N
E
S
S
I
M
P
A
C
T
↑
IMPLEMENTATION COMPLEXITY →
QUICK WINS
Low complexity · High impact
YOU PICK 3 FROM HERE
1
2
3
STRATEGIC
High complexity · High impact
Park these for Project 2
EXPERIMENTS
Low complexity · Low impact
OK to tinker · don't ship
AVOID ZONE
High complexity · Low impact
Drop. Move on.
▸ MAKE THIS PROMPT EVEN BETTER · THREE MOVES
+
ADD CONTEXT · FILES
Attach your last 3 JDs, your engagement
survey, your org chart. Claude reads it all.
?
INTERVIEW ME FIRST
"Before you generate, ask me 10 questions
to surface non-obvious use cases."
⌗
SAVE TO A PROJECT
Pin the output to a Claude Project so
Claude remembers your context next time.
↩ HOME
Session 1 · Slide 12/15
Anatomy of a Skill
What you'll see when you open one. Three named parts. Install one this week.
SKILL.md · hr-job-description-writer
3 PARTS THIS SKILL HAS
1
---
2
name:
hr-job-description-writer
3
description:
Drafts JDs in your
4
company voice and level taxonomy.
5
---
6
7
# When invoked
8
When the user asks for a job description:
9
10
1. Ask for role title, level, and team.
11
2. Pull tone reference from /examples.
12
3. Output structure:
13
Overview → Responsibilities
14
→ Requirements → Comp band
15
16
4. Flag any compensation language
17
for [LEGAL REVIEW].
⚙
NAME · what Claude calls it
⚙
DESCRIPTION · when to reach for it
⚙
BODY · the instructions Claude follows
YOUR WEEK 1 INSTALL · NO TERMINAL
① claude.ai → New Project.
② Paste a SKILL.md into
Project knowledge.
③ Start chatting. Claude
now follows the Skill.
NEW WORD ↑ SKILL
A Skill is a reusable markdown recipe Claude follows. By Sat May 23: 1 Skill installed · 1 CLAUDE.md draft · 1 Quick Win committed.
★ HOW THIS TRANSLATES TO YOUR STACK
same idea, different brand · pick the door your company already pays for
★ CLAUDE · RECOMMENDED
Skills (SKILL.md)
MICROSOFT COPILOT
Copilot Studio agent · Power Automate templates
GOOGLE GEMINI
Gems · Custom instructions
OPENAI CHATGPT
Custom GPTs · GPT Instructions
↩ HOME
Session 1 · Slide 13/15
Take these with you
Bookmark. Reference. Reuse. Plus where you are in the 5-week arc.
RESOURCE PACK · CITED TODAY
📊
WORKBOOK · IN MAVEN HOME
HR_AI_Roadmap v1
10-tab IMPACT workbook with 12 pre-filled HR pain points.
Companion to Slide 9 today. Use this for Project 1.1.
FILE · HR_AI_Roadmap_v1.xlsx
🧩
SKILLS BUILD KIT · FILTERABLE HTML
20 HR Skills · build your own
20 HR-specific Skills with full SKILL.md specs + EXAMPLES.
Each card = one spec + one COPY button. Build for your org, not generic.
PAGE · skills-build-kit.html
🛠
SETUP GUIDE · FOR SESSION 2
The Builder Path
5-step walkthrough: GitHub account, terminal basics, Claude Code install.
Do this between Session 1 and Session 2. We'll use it together May 30.
PAGE · builder-path.html
🤖
REFERENCE PROMPT · FOR SESSION 2
Sandhiya's CoS prompt
Her actual Microsoft Copilot CoS template: 8-section briefing, evening reflection.
Change the [BRACKETS]. Port it to Claude. That's Project 2.1.
FILE · 07_Shareable_Prompt_Template.md
🌐
EXTERNAL · ANTHROPIC GITHUB
Anthropic Skills marketplace
Official Skills repo. Browse, fork, install. New skills added weekly.
Bookmark this. By Session 3 you'll be reading SKILL.md files like English.
URL · github.com/anthropics/skills
📋
EXTERNAL · INFOGRAPHIC
"How to use Claude"
Ruben Hassid's 9-capability ladder with "try this first" prompts.
A complementary view of the same restaurant · flat ladder instead of zones.
URL · how-to-ai.guide
WHERE YOU ARE · 5-WEEK ARC
TODAY
SESSION 1 · MAY 16
Start where you are
The landscape. The 8 words.
Anatomy of a Skill.
✓ You shipped: Skill installed.
SESSION 2 · MAY 30
Build the AI for you
Chief of Staff. CLAUDE.md.
Builder Path setup.
→ You ship: CoS v1.
SESSION 3 · JUN 6
Make it safe to ship
Sandhiya's CoS + Q's ATS.
Routines + Ethics + Code.
→ You ship: 1 Routine running.
SESSION 4 · JUN 13
Deploy + make the case
MCP. Connectors. Dispatch.
Shark Tank Round 1.
→ You ship: MCP installed.
SESSION 5 · JUN 20
Capstone showcase
Live demos. Peer awards.
Graduation.
→ You ship: the full thing.
SAVE THIS SLIDE
Everything Q and I will reference across the cohort, in one place. We add to it each week.
↩ HOME
Session 1 · Slide 14/15
This week
Three things happen between now and Session 2 (Saturday, May 30).
1
DELIVERABLE · DUE FRI MAY 22
Project 1.1
Strategic AI Assessment
~60 minutes of work
📊 Org AI readiness
300-400 words
📍 Opportunity matrix
8+ items plotted on the 2x2
⚡ 72-hour action plan
For your top 3 Quick Wins
🎤 3-min summary ready
You'll present in Session 2
2
FIELD GUIDE · DAILY · ~10 MIN
Week 1 reps
SUN
Install your first HR Skill
5 min · from the marketplace doc
MON
Run it on a real task
10 min · screenshot the output
TUE
Draft your CLAUDE.md
15 min · template provided
WED
Open Door 2 (Cowork)
15 min · point at a folder you own
THU
Pick your Quick Win #1
10 min · commit publicly in cohort chat
FRI
Ship Project 1.1
~60 min · roadmap + matrix + plan
3
SUNDAY · COHORT CHAT
3 reflection prompts
1
What surprised you most
about GenAI's HR potential?
2
How might it transform
YOUR specific role?
3
What's one Quick Win
you'll commit to
before Session 2?
NEXT TIME
See you Saturday, May 30, 12:00 PM EDT for Session 2.
Bring your Quick Win.
↩ HOME
Session 1 · Slide 15/15
SESSION 1 DECK · COHORT 2
Cohort 2 is in the room.Session 1 — AI Strategy & Your First Use Case. These slides walk through it live with Q & Sandhiya. Cohort members sign in to open the deck; everyone else: catch Cohort 3.
ALREADY IN COHORT 2?
Welcome back. The deck loads behind the sign-in.
SIGN IN WITH YOUR INVITE →
WATCHING FROM OUTSIDE?
Cohort 3 opens later this summer. We'll save you a seat.
CATCH COHORT 3 →