Business: AI applied to what moves the company
The three bridges (Operations, Leadership, and Security) transform you. Business is the other side of the crossing: the territory where the AI you've already crossed becomes real work in Finance, Legal, Sales, and Marketing.
Finance
From closing the books to the executive memo: directing a copilot that reads the numbers, without outsourcing responsibility for them.
The new game of finance
From closing spreadsheets to directing a copilot that reads your numbers.
Fin · 2Connecting AI to your numbers
How to give AI secure access to the ledger, the ERP, and the spreadsheets.
Fin · 3From data to the executive memo
Turning a raw table into the memo the board reads in two minutes.
Fin · 4The recurring report that automates itself
The monthly close that builds itself, while you review.
Fin · 5Scenarios and sensitivity
Running dozens of hypotheses without breaking the spreadsheet.
Fin · 6Anomalies and controllership
The AI that flags the strange entry before it becomes a problem.
Fin · 7Auditing AI's number
How to check and be accountable for a number AI produced.
Fin · 8The finance OS
The department's operating system: the set that runs on the loop.
Legal
Anchoring in the source, protecting confidentiality, and answering for the citation: orchestrating AI where the mistake has a real cost.
The new game of legal
From drafting from scratch to orchestrating a copilot that anchors in the source.
Legal · 2Connecting with confidentiality
Giving AI context without leaking what's privileged.
Legal · 3Contract review
Finding the risk hidden in the clause in minutes, not hours.
Legal · 4Anchored legal opinion
The opinion that cites the right source and doesn't invent case law.
Legal · 5Due diligence
Sweeping an entire data room and coming out with the points of attention.
Legal · 6Drafts and clauses
Generating the first tailor-made version, with you in control.
Legal · 7Auditing the citation
How to check whether AI invented the reference, and why it does.
Legal · 8The legal OS
The department's operating system: the set that runs on the loop.
Sales
Researching, proposing, and following up with a copilot, without burning the customer's trust along the way.
The new game of sales
From manual CRM to a copilot that researches, writes, and prepares.
Sales · 2Connecting the sales context
Giving AI the account history without turning it into a mess.
Sales · 3Account research
Walking into the meeting knowing more about the account than the competition.
Sales · 4Tailor-made proposal
The proposal that builds itself from the account's real context.
Sales · 5The follow-up that doesn't fall through
The sequence that doesn't forget the lead and doesn't sound robotic.
Sales · 6Preparing the meeting
The one-page briefing before every important call.
Sales · 7AI burns the lead
Where automation destroys trust, and how not to do it.
Sales · 8The sales OS
The department's operating system: the set that runs on the loop.
Marketing
AI became the channel: it discovers, compares, recommends, and sometimes buys on your customer's behalf. Getting chosen by the machine without cheating the machine, and measuring the funnel Analytics stopped seeing.
The new game: search became conversation
Why showing up on Google stopped being enough now that AI answers for you.
Mkt · 10Your first synthetic customer in 15 min
Create an AI persona and test your offer before spending on research.
Mkt · 13What AI says about you right now
Audit your brand across the AIs in 30 minutes and catch what it makes up.
TrackSee the full Marketing track
15 lessons in 5 modules: GEO, agentic commerce, hyper-personalization, metrics, and the gray edge.
HR
From screening to onboarding: directing a copilot that decides about people without inheriting the bias hidden in the data.
The new game of HR
From manual screening to a copilot that handles the mechanical part. Judgment about people stays yours.
HR · 2Connecting AI to people context
How to give AI real people data, with the doubled security check that data protection law requires.
HR · 3Screening without bias
Criteria written before running AI, and a calibration audit before any candidate moves forward.
HR · 4The job post that attracts
Writing and testing the right job post, without the inflated requirement that scares off who you wanted most.
HR · 5Onboarding that scales
The onboarding track that nearly launches itself, without automating the human bond of day one.
HR · 6Climate and signals without spying
Listening to the organization in aggregate without crossing the line into spying on people.
HR · 7Auditing the people decision
No firing or promotion comes from an AI score without audit. Whoever signs is always a person.
HR · 8The HR OS
The living personal system that ties the module's choreographies together and improves with every good delivery.
Product
From discovery to prototype: a copilot that speeds up the mechanical part, while judgment about which problem to solve stays yours.
The new game of product
Synthetic users help with research, but never replace the real one.
Prod · 2Connecting AI to product context
Backlog, analytics, and research call for different technical paths. Connect them wrong and you scramble all three.
Prod · 3From feedback to insight
AI groups and narrates the mountain of loose feedback. What actually matters stays your judgment.
Prod · 4The PRD that becomes a product
A testable acceptance criterion separates the PRD an agent can execute from the PRD that becomes a drawer.
Prod · 5Prioritization with evidence
Every number behind the RICE score is suspect until audited, especially when AI invents the assumption.
Prod · 6From sketch to testable prototype
A clickable prototype in hours, but too much fidelity fools the test as much as too little.
Prod · 7Auditing the metric
A five-item audit checklist for every retention, activation, or adoption metric AI calculated.
Prod · 8The product OS
The living personal system that ties the module's choreographies together and improves with every good delivery.
Operations
From the shop floor to the dashboard: a copilot that resolves exceptions at scale, without ever automating a broken process.
The new game of operations
Automating a broken process only speeds up the broken. Judgment about the root cause stays yours.
Ops · 2Connecting AI to the operation's floor
WMS, TMS, Zendesk, shift spreadsheets: each format calls for a different connection path.
Ops · 3The exception that resolves itself
From triage to resolution at scale, always with a human gate before anything irreversible.
Ops · 4Demand forecasting with your feet on the ground
AI builds demand scenarios fast, but the growth and seasonality assumption is yours.
Ops · 5The living SOP
The procedure stuck in a drawer becomes one that updates with reality, with human approval before it changes.
Ops · 6Routing and allocation under real constraints
Mathematically perfect optimization can be operationally impossible. Audit the real constraint.
Ops · 7Auditing the indicator
A five-item audit checklist for when the dashboard lies with total conviction.
Ops · 8The operations OS
The living personal system that ties the module's choreographies together and improves with every good delivery.
Compliance
From the risk map to the ethics channel: monitoring everything, all the time, without ever letting an alert become action without review.
The new game of compliance
Monitoring everything, all the time, brings two new problems: false positives at scale and a hallucinated regulation.
Comp · 2Connecting to policies and evidence
AI answers by citing the real policy, with data protection law as the permanent case running through nearly everything.
Comp · 3The risk map that updates itself
From an annual slide deck to a living matrix: AI flags what changed, you decide if the score really moves.
Comp · 4Third-party due diligence at scale
The machine flags risk signals across thousands of vendors. You pay the cost of the false positive, not the false negative.
Comp · 5Training that actually sticks
Role-specific micro-content, remembered exactly when it's needed, not just clicked through to close a certificate.
Comp · 6The channel and the investigation
Triaging reports by severity without ever compromising the whistleblower's confidentiality.
Comp · 7Auditing the cited regulation
A wrongly cited article doesn't cost rework: it costs a false report to the regulator.
Comp · 8The compliance OS
The system that monitors for you and improves with every updated risk map.
Technology
From the backlog to the incident: a copilot that makes tractable what was always infinite, without hiding technical debt under the rug.
The new game of the technology area
AI makes a backlog that was always infinite tractable. Without real review, that same speed becomes hidden technical debt.
Tec · 2Connecting to the system's state
Repository, observability, tickets, docs: each calls for a different connection path. Get it wrong and you leak a secret.
Tec · 3The backlog that triages itself
AI flags the suspects the team could never cover by hand: duplicates, outlier severity, wrong queue. You confirm the ambiguous.
Tec · 4Visible technical debt
Technical debt only shows up when it explodes. AI maps it with verifiable evidence; deciding what to pay down stays your call.
Tec · 5Incident response with a copilot
AI correlates logs across services and builds the incident timeline in minutes. The root cause stays with the human commander.
Tec · 6The build vs. buy decision
The comparison matrix comes together in minutes, but the cited price may be stale. The criteria that matter stay yours.
Tec · 7Auditing code you never read
Passing every automated test doesn't mean it's right. A checklist for whoever approves agent PRs at scale.
Tec · 8The technology area OS
The living personal system that ties the module's choreographies together and improves with every good delivery.
UX & Design
From research to prototype: a copilot that speeds up the flow, while the real user stays the only judge that matters.
The new game of design
Generating a pretty screen in seconds isn't the problem. Generating fast with no real person inside, is.
UX · 2Connecting to live research
Dovetail, Hotjar, and tickets as corpus: every insight points back to a real source, or it doesn't count.
UX · 3From interview to pattern
A hundred voices become a trackable theme only when each theme carries the exact quote that backs it.
UX · 4The prototype that talks back
The synthetic user catches the obvious flow mistake in minutes, but never replaces testing with real people.
UX · 5The design system that holds up
An agent continuously audits the drift between component, token, and doc, before it becomes a visual bug.
UX · 6Real accessibility
The agent sweeps WCAG at scale. Cognitive load and label confusion only a real person can feel.
UX · 7Auditing the insight
Sometimes nobody said that: AI stitched loose fragments together and invented a pain that sounds real.
UX · 8The design OS
The weekly dashboard that keeps you chosen by the user, not a list of concepts to remember.