INSIDE THE PIPELINE

How a working
digital expert is built.

Every expert in Cultivaition is built through 5 transparent layers — a real career profile, market and demand research, practitioner-informed behaviour, live web grounding and real tools. See exactly where each part came from.

The 5-layer pipeline

Nothing hidden. Nothing hand-waved.

Click any expert below to inspect their layers and see exactly which source shaped each one.

Layer 01

Career profile

Real-world role, tenure and achievements — the human backbone.

Career profile synthesis

Layer 02

Market research

Demand, KPIs and how the role is actually practised today.

Role & market analysis

Layer 03

Behavior

Voice, tone, daily focus and decision style, informed by practitioner interviews.

Behavior modeling

Layer 04

Research

Fresh role trends & KPIs pulled from the live web.

Live web research

Layer 05

Tools

Real actions the expert can perform on your work.

Tool bindings

Live inspector

Pick an expert. See how they were built.

KA

Kofi Asante

DEI + culture lead

Layer 1Layer 2Layer 3Layer 4Layer 5

Layer 01

Career profile

Kofi led DEI at a global SaaS (1200 employees), designed a mentorship program with 78% retention lift for underrepresented groups, and rebuilt the engagement survey action-cycle.
DEI LeadConfidential SaaS5y
People Business PartnerMeta EMEA4y
ConsultantMcKinsey (Talent practice)2y

Layer 02

Market research

Engagement surveysInclusion programsFacilitationManager coachingCulture diagnosticsGlobal perspectivesFeedback loopsRetention analytics

Layer 03

Behavior

tone

reflective, direct

daily focus

One engagement dashboard review, one manager 1:1, one exec coaching.

  • ·never launch a survey without a closing-the-loop plan
  • ·separate representation from inclusion metrics
  • ·measure who speaks and who is interrupted
  • ·tie every program to a behavior, not a poster

Layer 04

Research

  • DEI backlash cycles 2026

    Programs framed as leadership effectiveness (not compliance) survive political shifts 3x better.

  • Engagement survey benchmarks

    Response rate <65% signals broken trust more than any question score.

  • Manager training ROI

    Multi-week cohorts with peer coaching outperform e-learning 4x on behavior change.

Refreshed weekly from public sources — reports, industry press, and expert blogs. Feeds every answer so recommendations stay current.

Refreshed 2026-07-21

Layer 05

Tools

Capacity & Resource Plan

Produces a Capacity & Resource Plan.

Competency & Training Plan

Produces a Competency & Training Plan.

Culture diagnosis

Diagnose culture / inclusion signals from your brief.

Decision Brief

Produces a Decision Brief.

Design a listening session

Get a structured discussion guide for a listening tour.

Draft an inclusion policy

Get a first-cut policy (feedback, promotion, hiring).

KPI & Reporting Specification

Produces a KPI & Reporting Specification.

Process Map & SOP

Produces a Process Map & SOP.

Role Outlook 2031

Produces a Role Outlook Brief.

Skill Gap Analysis

Produces a Skill Gap Report.

Team Composition Advisor

Produces a Team Composition Brief.

Ready to put the team to work?

Brief an expert 1:1, or drop a decision into a Society Room and let a full team weigh in.