Fear without a task map
Headlines discuss whole jobs. Your real exposure depends on what you actually do each day.
Built for professionals across changing fields
Turn AI anxiety into a professional advantage.
See which parts of your work AI can automate, where it can accelerate you, and which human capabilities will make you more valuable. Leave with a focused 90-day plan—not generic reassurance.
✓ Task-based guidance
✓ Human judgment protected
✓ Privacy-first
Your AI opportunity map
Preview
Current workYour real profession
→
Next positionAI-enabled professional
Automate drafts
Accelerate delivery
Lead decisions
Develop judgment
30days to first measured win
✓Human-reviewed
recommendations
recommendations
The real challenge
AI is changing tasks faster than people can interpret the change.
Too many disconnected tools
A long tool list does not create capability. You need the right first experiment and a verification method.
Learning without evidence
Courses matter only when they lead to reliable work, measurable improvement and stronger judgment.
A practical consultancy process
From uncertainty to a defensible action plan
Your assessment is transformed into a task map, a learning route and a portfolio project that demonstrates professional value.
Map your real work
Describe your role, routine tasks, responsibilities, tools, experience and concerns.
Separate exposure from opportunity
Classify work into automate, accelerate, human-led and develop—not “safe” versus “replaced.”
Follow a 90-day route
Use selected tools and reviewed public resources in a paced learn–build–verify cycle.
Produce evidence
Complete a project showing measured gains, tests, review decisions and human accountability.
V3 career pathways
Start with the profession and tasks you actually perform
Twenty-eight pathways adapt the task map, tools, experiments, learning route and portfolio evidence to the user's actual work.
28 pathways
Our principle
Do not compete with AI at producing the first draft.
Become the professional who defines the right problem, directs the system, detects weak output and remains accountable for a reliable result.
Less durableRoutine output
↓
Boilerplate, formatting and generic first drafts
More durableSupervised outcomes
↓
Requirements, verification, security and deployment
Highest leverageProfessional judgment
Trade-offs, trust, accountability and user understanding
Begin with evidence
Your field is changing. Build the skills to direct that change.
Personalized assessment
Build your AI advantage plan
Answer from your real work, not from what a job description says. The report is coaching guidance—not an employment-risk prediction.
✓
Keep professional data safe. Do not enter confidential source code, employer secrets, customer records, credentials or personal identifiers.
Reviewed learning library
Learn only what supports your next professional step.
V3 uses a curated catalog so reports resolve recommendations to reviewed public or vendor resources instead of inventing links.
0reviewed resourcesCatalog reviewed July 28, 2026
Your private workspace
Saved AI advantage reports
Reopen a report to continue the text or voice consultation with the same context.
V3 professional adaptation platform
Move from advice to measured capability.
Keep the proven readiness plan from V2, then prove skills through guided labs, reviewed evidence, human consultation, organizational pilots and dated career intelligence.
Trust & account control
Email verification, password recovery, revocable sessions, data export, deletion and usage ceilings.
AI Skill Passport
Document projects, human corrections, verification, measured outcomes and independent endorsements.
Guided professional labs
Practice on synthetic scenarios with acceptance criteria, privacy controls and a human-review stage.
Human consultant marketplace
Request a qualified review, preserve conflicts disclosure and turn credible work into an endorsement.
Company & institution workspace
Set approved tools, prohibit sensitive data, assign labs and review privacy-protected team aggregates.
Career intelligence
Track sourced, dated developments by profession—without turning headlines into personal job-loss claims.
The platform’s evidence standard
Watching content is not proof of capability. Strong evidence records the original problem, the AI contribution, human corrections, verification performed, privacy boundaries and the measured final result.
Professional AI Skill Passport
Show how you use AI responsibly—not merely that you used it.
Build a private evidence record, submit work for independent review and create time-limited public links.
Add evidence
Document one professional outcome
Evidence record
Your professional proof
Submit a draft when it is ready for an approved consultant or administrator to review.
Guided professional labs
Practice with synthetic scenarios before touching real work.
Each lab includes a bounded brief, deliverables, a review checklist, privacy rules and a completion threshold.
Human consultant marketplace
Add qualified judgment where AI should not decide alone.
Consultants disclose qualifications, scope and conflicts. Approval is a platform review—not a guarantee of advice quality or a substitute for licensed professional responsibility.
Company & institution workspace
Adopt AI with explicit rules, bounded pilots and privacy-protected measurement.
Organizations control approved tools, prohibited data, assignments and aggregate learning indicators. Private employee concerns and individual reports are not exposed.
New workspace
Create an organization
Existing workspace
Join with an invite code
Sourced career intelligence
Understand what changed, when it changed and why it matters to your profession.
Every item carries a source, publication date, review date, confidence level and practical actions. It is evidence for planning—not a personal employment guarantee.
Account, privacy & security
Control your identity, sessions and stored data.
Manage verification, password security, data export and deletion from one place.
Profile
Account identity
Security
Active sessions
Data rights
Export or delete
Export produces JSON containing your account profile, assessments, progress and owned platform records. Password hashes and private share tokens are excluded.
Usage protection
Monthly operation ceilings
Ceilings protect accounts and Google Cloud costs. They are not a paid subscription meter in V3.
Platform administration
Govern content, people, calibration and audit history.
The administrative console is visible only to configured administrator email addresses.
Administrator access required
Sign in with an email listed in ADMIN_EMAILS.
Marketplace
Consultant applications
Calibration
Professional feedback
Content console
Publish a reviewed override
Submit a complete JSON payload. Overrides are versioned records over the bundled base catalog and can be removed without editing source files.
Career intelligence
Publish a sourced, dated update
Create attributable professional updates with review and expiry dates. Public items are educational signals, not personal employment predictions.
Accounts
Recent users
Traceability
Recent audit events
Shared professional evidence
Professional AI Skill Passport
Loading shared evidence…