Cowork — produce faster Code — the capability engine
Deep dive · by function

Talent Development

Walk the capability journey stage by stage: what Cowork helps your L&D team produce tomorrow, where Code builds the engine that measures and grows capability, and the moment you graduate from one to the other.

Sandhiya Thiruvengadam
Leader — HRBP & AI
Sandhiya ThiruvengadamTalent Development deep dive
The whole capability journey, at a glance

Cowork co-pilots each stage. Code builds the engine beneath them.

01
Skills Mapping
CoworkMap skills from job docs; surface role-to-role gaps.
CodeA skills-graph linking roles, people & learning.
02
Content
CoworkTurn a transcript into a one-pager; draft assessments.
CodeA content factory that versions every asset.
03
Delivery
CoworkDraft development plans & coaching prompts.
CodeA recommendation engine for next-best learning.
04
Measurement
CoworkSummarize assessment results into readouts.
CodeA dashboard that tracks skills growth over time.
05
Mobility
CoworkMatch a person's skills to open internal roles.
CodeAn internal-mobility matcher across the org.

Cowork makes your L&D team faster at producing. Code builds the engine that actually grows capability.

Sandhiya ThiruvengadamThe capability map
Stages 01 + 02

Skills Mapping & Content

Cowork — every L&D partner, tomorrow

Use it

  • Map skills from a job description into a structured competency list.
  • Compare two roles and surface the exact skill gap between them.
  • Convert a course transcript into a one-page summary.
  • Draft a workshop outline, facilitator guide and assessment from a brief.
  • Turn an SME interview into a microlearning script.
Code — built once, runs for the org

Build it

  • A skills-graph that links roles, people and learning across the org.
  • Auto-extraction that keeps the skills taxonomy current from every job doc.
  • A content factory that templatizes and versions learning assets.
  • Role-specific learning paths generated straight from the catalog.
Cowork maps this role's skills today. Code keeps every role's skills mapped and current — without anyone re-tagging by hand.
Sandhiya ThiruvengadamSkills Mapping & Content
Stage 03

Delivery & Coaching

Cowork — every L&D partner, tomorrow

Use it

  • Draft personalized development plans from a performance review.
  • Generate coaching prompts and manager talking points.
  • Summarize a 1:1 history into clear growth themes.
  • Build a cohort kickoff and the comms pack around it.
  • Turn raw feedback into a specific, kind development note.
Code — built once, runs for the org

Build it

  • A recommendation engine that suggests next-best learning per person.
  • A nudge system that schedules and reinforces learning over time.
  • Manager dashboards showing each team's development in progress.
  • Cohort automation that runs enrollment, reminders and follow-up.
Cowork writes one great development plan. Code makes sure everyone gets the right next step — at the right moment, automatically.
Sandhiya ThiruvengadamDelivery & Coaching
Stages 04 + 05

Measurement & Internal Mobility

Cowork — every L&D partner, tomorrow

Use it

  • Summarize assessment results into a clear capability readout.
  • Map a person's skills to currently open internal roles.
  • Draft a succession-bench summary from talent-review notes.
  • Analyze learning-completion data into actionable insights.
  • Write the L&D impact narrative for leadership.
Code — built once, runs for the org

Build it

  • A capability dashboard that measures skills growth over time.
  • An internal-mobility matcher that surfaces candidates for openings.
  • An ROI pipeline linking learning to performance signals.
  • Gap alerts that flag where critical skills are thinning.
Cowork tells you how this cohort did. Code tells you how capability is moving across the whole org — and where to act next.
Sandhiya ThiruvengadamMeasurement & Mobility
The graduation moment — for Talent Development

When does an L&D task become a Code job?

The trigger isn't ambition — it's repetition. The moment you re-map the same skills for every role, or rebuild the same readout for every cohort, that task has outgrown the front door.

The Cowork ceiling

You, every course

An L&D partner converts the transcript, tags the skills, writes the assessment. Fast — but it's a fresh effort every single time a course or role changes.

→
The Code graduation

It, every employee

The skills-graph keeps every role current, recommends each person's next step, and tracks capability growth live — no one re-tags anything.

If your team re-maps it by hand for every role, that's not a Cowork task anymore — it's the skills engine waiting to be built once.
Sandhiya ThiruvengadamThe graduation moment
Your 30-day path

Produce tomorrow. Build the engine by month-end.

1
Week 1 — Use it
Convert your latest course transcript into a one-pager and assessment in Cowork. Ship something real.
2
Week 2 — Delegate it
Hand skills-extraction across a set of job docs to Code on the web. Define it once, collect the taxonomy.
3
Weeks 3–4 — Build it
Scope a skills-graph or learning-recommendation engine as your first Code build.

Cowork makes your L&D team faster at producing. Code builds the engine that measures and grows capability.

Sandhiya ThiruvengadamYour 30-day path
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