by Sapna Malhotra · Digiruptor™
by Sapna Malhotra · Digiruptor™
Live Workshop · Next Cohort: June 23 & 24
You've been networking for years. You've done the events, the coffees, the LinkedIn invites. And still, when the big opportunity shows up,
the board seat, the client, the role, the partnership
the right names are not in your corner. The problem isn't effort. It's that you've never actually seen your network. Two afternoons. We'll fix that, with AI doing the heavy lifting.
rings of your network, mapped with AI from your actual data; not from guesswork
point digital audit so every new connection you make is verifiable, not just convenient
quarterly action plan tied to your actual goals: role, board, clients, or partnerships
Live Workshop · Next Cohort: JUNE 23 & 24
You've been networking for years. You've done the events, the coffees, the LinkedIn invites. And still, when the big opportunity shows up,
the board seat, the client, the role, the partnership
the right names are not in your corner. The problem isn't effort. It's that you've never actually seen your network. Two afternoons. We'll fix that, with AI doing the heavy lifting.
rings of your network, mapped with AI from your actual data, not from guesswork
point digital audit so every new connection you make is verifiable, not just convenient
quarterly action plan tied to your actual goals: role, board, clients, or partnerships
◆ Creator of the R.O.A.R Framework™
◆ CMC · CPA · ICD.D
◆ Amazon Best Selling Author, Connect The Dots
◆ $1B+ in global tech transformations
◆ Creator of the R.O.A.R Framework™
◆ CMC · CPA · ICD.D
◆ Amazon Best Selling Author, Connect The Dots
◆ $1B+ in global tech transformations
A few years ago, I started noticing something strange in my coaching conversations. The most accomplished people I worked with executives with decades of experience, deep industries, hundreds of LinkedIn connections kept telling me a version of the same thing. "I've got the network. I just don't know how to actually use it."
They had the contacts. They didn't have the map. And when an opportunity showed up that required a warm intro, a specific expert, or a door opened at the right moment they were starting from zero, every single time.
The first edition of Connect the Dots gave them the strategy the three rings, the Connection Purpose, the R.O.A.R Framework™. Then AI arrived. And for the first time, the strategy could actually be executed at scale, without spending your weekends in spreadsheets.
This workshop is the missing piece. It's not a lecture about AI. It's me, sitting beside you, while you pull your LinkedIn export, feed it to AI, and watch your actual network reveal itself in two rings, in one afternoon. Then we build your plan for the next quarter.
A few years ago, I started noticing something strange in my coaching conversations. The most accomplished people I worked with executives with decades of experience, deep industries, hundreds of LinkedIn connections kept telling me a version of the same thing. "I've got the network. I just don't know how to actually use it."
They had the contacts. They didn't have the map. And when an opportunity showed up that required a warm intro, a specific expert, or a door opened at the right moment, they were starting from zero, every single time.
The first edition of Connect the Dots gave them the strategy; the three rings, the Connection Purpose, the R.O.A.R Framework™. Then AI arrived. And for the first time, the strategy could actually be executed at scale without spending your weekends in spreadsheets.
This workshop is the missing piece. It's not a lecture about AI. It's me, sitting beside you, while you pull your LinkedIn export, feed it to AI, and watch your actual network reveal itself in two rings, in one afternoon. Then we build your plan for the next quarter.
You can't see who's actually in your corner. You can't see who's one degree away from the person you need. You can't see which old connections have quietly moved into rooms you've been trying to get into.
So every time you need something, a referral, an intro, an advisor, a second opinion, you start from scratch. You scroll LinkedIn. You try to remember who mentioned what at that conference in 2023. You ask a friend who asks a friend.
The network exists. You just can't see it.
And here's the part nobody says out loud: the people who seem to "know everyone" aren't smarter or more extroverted than you. They've just done one specific thing you haven't, they've made their network legible. To themselves, to AI, to anyone they need to mobilize.
That's the whole workshop. By the end of Day 2, your network is legible. And so is your plan.
You have 500+ LinkedIn connections and feel like you know 30 of them.
You say yes to networking events out of guilt, not intention.
You follow up with "great to meet you" and never hear back.
You know AI could help, but every tutorial is a toy demo for marketers.
You're pivoting; new role, new board, new business and your network hasn't caught up.
A recent connection turned out to be less legitimate than they seemed.
You can't see who's actually in your corner. You can't see who's one degree away from the person you need. You can't see which old connections have quietly moved into rooms you've been trying to get into.
So every time you need something, a referral, an intro, an advisor, a second opinion, you start from scratch. You scroll LinkedIn. You try to remember who mentioned what at that conference in 2023. You ask a friend who asks a friend.
The network exists. You just can't see it.
And here's the part nobody says out loud: the people who seem to "know everyone" aren't smarter or more extroverted than you. They've just done one specific thing you haven't; they've made their network legible. To themselves, to AI, to anyone they need to mobilize.
That's the whole workshop. By the end of Day 2, your network is legible. And so is your plan.
You have 500+ LinkedIn connections and feel like you know 30 of them.
You say yes to networking events out of guilt, not intention.
You follow up with "great to meet you" and never hear back.
You know AI could help, but every tutorial is a toy demo for marketers.
You're pivoting — new role, new board, new business — and your network hasn't caught up.
A recent connection turned out to be less legitimate than they seemed.
LinkedIn is a wall of names you can't sort, rank, or act on
You forget who's done what, who's pivoted where, who owes you a coffee
Networking feels transactional, exhausting, or performative
You follow up with vague "let's catch up" messages that go nowhere
New contacts are sometimes credible, sometimes professional catfish; you can't always tell
Your network works for your past self, not the role you're stepping into
Your full network mapped into 3 rings, visible in one view, updated in minutes
AI surfaces dormant connections, hidden bridges, and people you forgot you knew
A Connection Purpose statement aligned to your now, 3 year, and 5 year goals
Follow up drafts that sound like you: personalized at scale, not spray and pray
A verification habit so every new contact passes the trust test before you invest time
A quarterly action plan with named people, specific asks, clear next steps
A reusable prompt library so this system keeps working, not just the week after
LinkedIn is a wall of names you can't sort, rank, or act on
You forget who's done what, who's pivoted where, who owes you a coffee
Networking feels transactional, exhausting, or performative
You follow up with vague "let's catch up" messages that go nowhere
New contacts are sometimes credible, sometimes professional catfish. you can't always tell
Your network works for your past self, not the role you're stepping into
Your full network mapped into 3 rings, visible in one view, updated in minutes
AI surfaces dormant connections, hidden bridges, and people you forgot you knew
A Connection Purpose statement aligned to your now, 3 year, and 5 year goals
Follow up drafts that sound like you: personalized at scale, not spray and pray
A verification habit so every new contact passes the trust test before you invest time
A quarterly action plan with named people, specific asks, clear next steps
A reusable prompt library so this system keeps working not just the week after
The same structure I teach executives, founders, and board candidates in Connect The Dots. In the workshop, we build yours LIVE, using AI to pull signal out of every data source you already own.
The people you actually know. The ones who'd pick up the phone. Strong ties that keep you supported.
Mentors & sponsors
Current & former colleagues
Long term clients & collaborators
Peer advisors you trust
Your Reflective Secret Society
The people your first ring can introduce you to. Weak ties that keep you informed and opened more doors than strong ties ever did (Granovetter, 1973).
Past colleagues' current networks
Alumni and association members
Community & volunteer connections
Panelists, authors, podcast guests you've engaged
LinkedIn 2nd degree with shared context
The people you want to know but don't have a path to yet. The rooms you're aiming for. We map the bridges between the first two rings and this one.
Board members at your target organizations
Operators in the industry you're moving into
Thought leaders whose work shapes your field
Potential clients, partners, or investors
The mentor you don't have yet
The workshop runs on the R.O.A.R Framework™. Reveal what's actually in your network · Overcome the assumptions about what's missing · Alter your approach with AI powered workflows · Reflect between every step with the Reflective Rebel™ pause. The dots are not decorative. They're where the thinking happens.
The same structure I teach executives, founders, and board candidates in Connect The Dots. In the workshop, we build yours LIVE, using AI to pull signal out of every data source you already own.
The people you actually know. The ones who'd pick up the phone. Strong ties that keep you supported.
Mentors & sponsors
Current & former colleagues
Long term clients & collaborators
Peer advisors you trust
Your Reflective Secret Society
The people your first ring can introduce you to. Weak ties that keep you informed and opened more doors than strong ties ever did (Granovetter, 1973).
Past colleagues' current networks
Alumni and association members
Community & volunteer connections
Panelists, authors, podcast guests you've engaged
LinkedIn 2nd degree with shared context
The people you want to know but don't have a path to yet. The rooms you're aiming for. We map the bridges between the first two rings and this one.
Board members at your target organizations
Operators in the industry you're moving into
Thought leaders whose work shapes your field
Potential clients, partners, or investors
The mentor you don't have yet
The workshop runs on the R.O.A.R Framework™. Reveal what's actually in your network · Overcome the assumptions about what's missing · Alter your approach with AI powered workflows · Reflect between every step with the Reflective Rebel™ pause. The dots are not decorative. They're where the thinking happens.
No theory heavy lectures. Every module ends with something in your hands: a prompt, a map, a draft, a decision. Bring your laptop, your LinkedIn login, and the name of one opportunity you want to move toward.
Before we touch AI or data, we get clear on the destination. You'll complete the three horizon worksheet: now (0–12 months), three years out, five years out and leave with a one sentence Connection Purpose that guides every decision after.
What am I curious about right now?
What do people consistently come to me for?
What kind of people do I want in my corner as I grow?
What's the one opportunity I'm moving toward in the next 90 days?
Your Connection Purpose Statement
Your network data is scattered across tools you already pay for. We pull it into one place, live, together. You'll leave this module with a clean dataset that AI can actually work with and a list of sources you hadn't thought to include.
LinkedIn connections export (the CSV most people have never downloaded)
Gmail / Outlook contacts + sent mail signal (who you actually email)
Calendar history: who you've actually met with in the last 12 months
WhatsApp / Signal / Slack communities you're in
Alumni directories, association rosters, conference attendee lists
Volunteer, board, or committee memberships
Your Consolidated Network Dataset
This is where AI earns its keep. We feed your dataset into ChatGPT, Claude, or Gemini with specific prompts I've refined over 100+ coaching sessions. Your network reorganizes itself by ring, by industry, by warmth, by relevance to your Connection Purpose.
The "sort my network into 3 rings" master prompt
Surfacing dormant connections AI has noticed you stopped emailing
Finding bridges: who in Ring 1 connects to the Ring 3 person you need
Clustering by industry, community, or life chapter
Flagging gaps: where your network is thinner than you realized
Your Live Stakeholder Map · 3 Rings
Your network isn't just individuals, it's the communities that hold them. We map every community you belong to (some you'd forgotten), identify which are generative, which are dormant, and which ones to double down on based on your Connection Purpose.
Professional associations (CPA, PMI, ACMP, ICD, industry bodies)
Alumni networks: undergrad, MBA, executive programs, cohort based courses
Boards, committees, advisory roles (current and past)
Volunteer and cause based communities
Paid memberships and mastermind groups
Faith, cultural, or community based networks
Your Community Trust Map
Before you ask your network for anything, your network is quietly auditing you. We run the full Digital Footprint Audit from Connect The Dots; search engine presence, LinkedIn profile, digital consistency, red flags — on you, live. You fix what breaks, module by module.
The Google First Page Test (in an incognito window)
LinkedIn verification badge setup (CLEAR or Persona, 5 minutes)
Headline, About, Experience: AI rewrites you can approve in minutes
Cross platform consistency check
Your audit score: 50–62 strong, 35–49 solid, below 35 needs work
Your 62 Point Audit Score + Fix List
AI made deception cheap. A polished LinkedIn profile, an AI generated headshot, a perfectly written follow up, none of it proves anything. We install a two minute verification habit you'll use for every new high stakes contact, for the rest of your career.
The 5 Warning Signs of Professional Catfishing
The 5 Point Protection Habit (Google · LinkedIn · 2nd channel · urgency · mutual)
When to ask for a video call, and what to watch for
How to politely verify credentials without being awkward
Real case studies from the book and what they teach
Your Verification Checklist
The system only works if it's reusable. We build your personal prompt library. Every prompt we've used in the workshop, customized to you, copy and paste ready. This is what you'll open every Monday morning to run your networking in 20 minutes.
"Who in my network should I reach out to this week, and why?"
"Draft 5 follow ups in my voice for these 5 people with these contexts"
"Draft 5 follow ups in my voice for these 5 people with these contexts"
"Summarize my last 3 conversations with [name] and suggest next message"
"What did I promise to send, and to whom, in the last 30 days?"
Safety prompts: what to never paste, what to always check
Your Personal AI Prompt Library
The closing module. We synthesize everything into a quarterly plan tied to the one opportunity you named in Module 1. Named people. Specific asks. Clear next steps. A date based rhythm that makes this sustainable instead of sporadic.
The 3 Ring 1 people you'll deepen with this quarter
The 3 bridges you'll activate (Ring 1 → Ring 3 intros)
The 3 Ring 3 people you'll become visible to and how
The 1 community you'll commit to more deeply
Your weekly 20 minute AI networking rhythm
Your Reflective Rebel™ pause points so you catch drift early
Your 90 Day Plan + Weekly Rhythm
No theory heavy lectures. Every module ends with something in your hands: a prompt, a map, a draft, a decision. Bring your laptop, your LinkedIn login, and the name of one opportunity you want to move toward.
Before we touch AI or data, we get clear on the destination. You'll complete the three horizon worksheet: now (0–12 months), three years out, five years out and leave with a one sentence Connection Purpose that guides every decision after.
What am I curious about right now?
What do people consistently come to me for?
What kind of people do I want in my corner as I grow?
What's the one opportunity I'm moving toward in the next 90 days?
Your Connection Purpose Statement
Your network data is scattered across tools you already pay for. We pull it into one place, live, together. You'll leave this module with a clean dataset that AI can actually work with and a list of sources you hadn't thought to include.
LinkedIn connections export (the CSV most people have never downloaded)
Gmail / Outlook contacts + sent mail signal (who you actually email)
Calendar history: who you've actually met with in the last 12 months
WhatsApp / Signal / Slack communities you're in
Alumni directories, association rosters, conference attendee lists
Volunteer, board, or committee memberships
Your Consolidated Network Dataset
This is where AI earns its keep. We feed your dataset into ChatGPT, Claude, or Gemini with specific prompts I've refined over 100+ coaching sessions. Your network reorganizes itself by ring, by industry, by warmth, by relevance to your Connection Purpose.
The "sort my network into 3 rings" master prompt
Surfacing dormant connections AI has noticed you stopped emailing
Finding bridges: who in Ring 1 connects to the Ring 3 person you need
Clustering by industry, community, or life chapter
Flagging gaps: where your network is thinner than you realized
Your Live Stakeholder Map · 3 Rings
Your network isn't just individuals, it's the communities that hold them. We map every community you belong to (some you'd forgotten), identify which are generative, which are dormant, and which ones to double down on based on your Connection Purpose.
Professional associations (CPA, PMI, ACMP, ICD, industry bodies)
Alumni networks: undergrad, MBA, executive programs, cohort based courses
Boards, committees, advisory roles (current and past)
Volunteer and cause based communities
Paid memberships and mastermind groups
Faith, cultural, or community based networks
Your Community Trust Map
Before you ask your network for anything, your network is quietly auditing you. We run the full Digital Footprint Audit from Connect The Dots: search engine presence, LinkedIn profile, digital consistency, red flags; on you, live. You fix what breaks, module by module.
The Google First Page Test (in an incognito window)
LinkedIn verification badge setup (CLEAR or Persona, 5 minutes)
Headline, About, Experience; AI rewrites you can approve in minutes
Cross platform consistency check
Your audit score: 50–62 strong, 35–49 solid, below 35 needs work
Your 62 Point Audit Score + Fix List
AI made deception cheap. A polished LinkedIn profile, an AI generated headshot, a perfectly written follow up, none of it proves anything. We install a two minute verification habit you'll use for every new high stakes contact, for the rest of your career.
The 5 Warning Signs of Professional Catfishing
The 5 Point Protection Habit (Google · LinkedIn · 2nd channel · urgency · mutual)
When to ask for a video call, and what to watch for
How to politely verify credentials without being awkward
Real case studies from the book and what they teach
Your Verification Checklist
The system only works if it's reusable. We build your personal prompt library; every prompt we've used in the workshop, customized to you, copy and paste ready. This is what you'll open every Monday morning to run your networking in 20 minutes.
"Who in my network should I reach out to this week, and why?"
"Draft 5 follow ups in my voice for these 5 people with these contexts"
"Draft 5 follow ups in my voice for these 5 people with these contexts"
"Summarize my last 3 conversations with [name] and suggest next message"
"What did I promise to send, and to whom, in the last 30 days?"
Safety prompts: what to never paste, what to always check
Your Personal AI Prompt Library
The closing module. We synthesize everything into a quarterly plan: tied to the one opportunity you named in Module 1. Named people. Specific asks. Clear next steps. A date based rhythm that makes this sustainable instead of sporadic.
The 3 Ring 1 people you'll deepen with this quarter
The 3 bridges you'll activate (Ring 1 → Ring 3 intros)
The 3 Ring 3 people you'll become visible to and how
The 1 community you'll commit to more deeply
Your weekly 20 minute AI networking rhythm
Your Reflective Rebel™ pause points so you catch drift early
Your 90 Day Plan + Weekly Rhythm
Tied to your actual goals: new role, board seat, clients, partnerships. Named people, specific asks, clear next steps. Reviewed every 90 days.
Every prompt from the workshop, customized to your voice and context. Works in ChatGPT, Claude, or Gemini. Paste and go, every week.
So you know exactly how your presence looks to a recruiter, board nominating committee, or potential partner before they decide about you.
A two minute habit for every high stakes new connection. Catfish proof your network. Based on R.O.A.R Framework™ principles from Connect The Dots.
Tied to your actual goals: new role, board seat, clients, partnerships. Named people, specific asks, clear next steps. Reviewed every 90 days.
Every prompt from the workshop, customized to your voice and context. Works in ChatGPT, Claude, or Gemini. Paste and go, every week.
So you know exactly how your presence looks to a recruiter, board nominating committee, or potential partner before they decide about you.
A two minute habit for every high stakes new connection. Catfish proof your network. Based on R.O.A.R Framework™ principles from Connect The Dots.

Global business transformation executive with 20+ years of international experience. I've led over $1B in global technology transformations, advised Fortune 100 boards, and built high performing teams across financial services, telecom, government, and consulting.
I'm the person organizations call when the transformation is stalling, the trust is fraying, and the human side of change has been overlooked. What I've learned running those programs is the same thing I'll teach you in this workshop: the people who move fastest are the ones who built the right relationships before they needed them.
Connect The Dots is the first book in the Limitless Series. Trust, But Verify (2026) comes next. I'm on a mission to help professionals use AI with confidence and intention not to replace human judgment, but to sharpen it.

Global business transformation executive with 20+ years of international experience. I've led over $1B in global technology transformations, advised Fortune 100 boards, and built high performing teams across financial services, telecom, government, and consulting.
I'm the person organizations call when the transformation is stalling, the trust is fraying, and the human side of change has been overlooked. What I've learned running those programs is the same thing I'll teach you in this workshop: the people who move fastest are the ones who built the right relationships before they needed them.
Connect The Dots is the first book in the Limitless Series. Trust, But Verify (2026) comes next. I'm on a mission to help professionals use AI with confidence and intention, not to replace human judgment, but to sharpen it.
Full workshop · All 8 modules · All templates, prompts, and the 62 point audit · Recording included · 30 day post workshop Q&A access.
Full workshop · All 8 modules · All templates, prompts, and the 62 point audit · Recording included · 30 day post workshop Q&A access.
No. If you can copy, paste, and export a file from LinkedIn, you can do every module. We start at the beginning which tool to use, which plan, how to keep your data safe. Past attendees have ranged from senior partners who'd never opened ChatGPT to founders using it daily. Both groups leave with the same plan.
You build. Every module ends with a deliverable in your hands. Your Connection Purpose, your 3 ring map, your audit score, your prompt library, your 90 day plan. I lecture for a few minutes at most, then we work. Bring your laptop and your LinkedIn login.
You'll get the recording within 24 hours and all the workbooks and prompts. You can catch up async. But if you can, show up live, the real unlocks happen in the Q&A moments when someone asks the question you were too polite to ask.
Any industry where relationships open doors which is every industry. Past cohorts have included consultants, lawyers, finance and banking professionals, healthcare leaders, tech founders, board candidates, academics, and senior operators in nonprofit and government. The methodology doesn't care about your vertical.
Module 06 is entirely about this. We cover what to paste, what to never paste, which AI tools have enterprise grade privacy, how to work with sensitive client or board data, and what your company's AI policy likely says. You leave with guardrails, not just workflows.
Yes. Attend both live sessions, complete the workbooks, and if you don't leave with a usable 3 ring network map and a 90 day plan you'd actually execute; full refund, no questions asked. The methodology works. That's the only reason I can stand behind this.
No, but you'll get more out of it if you have. The workshop teaches the methodology from scratch so you don't need the book to follow along. Many attendees buy the book during or after the workshop as a reference. It's on Amazon: Connect The Dots (2nd Ed.).
No. If you can copy, paste, and export a file from LinkedIn, you can do every module. We start at the beginning — which tool to use, which plan, how to keep your data safe. Past attendees have ranged from senior partners who'd never opened ChatGPT to founders using it daily. Both groups leave with the same plan.
You build. Every module ends with a deliverable in your hands — your Connection Purpose, your 3 ring map, your audit score, your prompt library, your 90 day plan. I lecture for a few minutes at most, then we work. Bring your laptop and your LinkedIn login.
You'll get the recording within 24 hours and all the workbooks and prompts. You can catch up async. But if you can, show up live — the real unlocks happen in the Q&A moments when someone asks the question you were too polite to ask.
Any industry where relationships open doors — which is every industry. Past cohorts have included consultants, lawyers, finance and banking professionals, healthcare leaders, tech founders, board candidates, academics, and senior operators in nonprofit and government. The methodology doesn't care about your vertical.
Module 06 is entirely about this. We cover what to paste, what to never paste, which AI tools have enterprise grade privacy, how to work with sensitive client or board data, and what your company's AI policy likely says. You leave with guardrails, not just workflows.
Yes. Attend both live sessions, complete the workbooks, and if you don't leave with a usable 3 ring network map and a 90 day plan you'd actually execute — full refund, no questions asked. The methodology works. That's the only reason I can stand behind this.
No, but you'll get more out of it if you have. The workshop teaches the methodology from scratch — you don't need the book to follow along. Many attendees buy the book during or after the workshop as a reference. It's on Amazon: Connect The Dots (2nd Ed.).
The May cohort is full. The June cohort is open, for now. I cap every session small because the AI build along work only works when I can actually see every screen. When it's full, it's full.
The May cohort is full. The June cohort is open, for now. I cap every session small because the AI build along work only works when I can actually see every screen. When it's full, it's full.