WKT Organizational Blueprint

Four Engines, Four Realities

Workshop Document — February 20, 2026

Building on "Manifesto: A Reflection on Leadership and Clarity"


The Core Argument

WKT is not one business. It is four distinct operations under one company brand. Each has different customers, different economics, different risk profiles, different sales cycles, and different definitions of success. Governing them as one creates the exact friction the Manifesto identified.

This document structures WKT around four accountability centres — two growth engines, one support engine, and one R&D function — each with its own leadership, metrics, and operating logic.

WKT is the company brand across all four:

DivisionShorthandPurpose
WKT PublishingSellCommercialize and distribute WKT's own published training content
WKT InstitutionalOperateManage trusted training programs for government and association partners
Business AdministrationSupportShared services that keep the enterprise running
WKT InventR&DBuild future capabilities and new SKUs before commercialization

The Accountability Chart

Before we describe each engine in detail, here is the structure at a glance — who owns what, and how it connects.

VISIONARY — Chris

Direction, long-term positioning, R&D oversight, Oliu™

INTEGRATOR — Glenn?

Cross-engine arbitration, operating rhythm, EOS accountability

WKT Publishing

  • Retail storefronts
  • SCORM / B2B
  • Channel / reseller
  • Content development
  • Digital marketing

WKT Institutional

  • RSBC, go2HR
  • AHEIA, Alberta DL
  • AGCO, future contracts
  • Partner success
  • Business development

Business Admin

  • Product & Platform Dev
  • Finance, HR, Legal
  • Shared infrastructure
  • Serves both engines

WKT Invent

  • New SKUs / ontologies
  • ALF next-gen
  • Oliu™ spinout
  • Reports to Visionary

Each box in this chart requires a fundamentally different type of leader. This is not about talent — it's about fit. The right person in the wrong box creates the exact friction the Manifesto described. The sections below describe each engine in depth, starting with the leadership profile each one demands.

Decision Rules

#If the decision is about...Who decides
1Selling content, marketing, B2B licensing, channel partnersPublishing
2Delivering a managed program under contractInstitutional
3Building future capabilities, new SKUsR&D (Chris has veto)
4Enterprise stability, infrastructure, complianceSupport
5Crosses engine boundariesIntegrator arbitrates
6Direction, long-term positioning, Oliu™Visionary

Technology Decision Rules

#Technology domainWho decides
7Platform roadmap, feature prioritization, release scheduleSupport (Product team) with Integrator governance
8Shared infrastructure (hosting, security, databases)Support (Infrastructure)
9Content development (courses, ontologies)Publishing
10Pre-production capabilities (sandbox)R&D
11Platform priority conflict between enginesIntegrator arbitrates

Engine 1: WKT Publishing (Sell)

👤 Leadership Profile: Publishing GM

This leader thinks like a digital media CEO. They see markets, channels, and margins — not just courses. They're comfortable killing underperforming SKUs, opening new lanes fast, and being measured on revenue and conversion, not effort.

Commercial instinct — sees opportunity and acts on it
Data-driven decision-making — lives in dashboards
Digital marketing fluency — SEO, SEM, funnels, automation
Portfolio management — harvest, invest, retire, launch
Speed over perfection — ships and iterates
B2B sales acumen — can close enterprise SCORM deals
Brand-agnostic — manages a portfolio of brands, not one identity
AI-forward — leverages automation as a competitive advantage

Wrong fit: Someone who wants to build deep relationships with a few key accounts (that's Institutional). Someone who prioritizes consistency over experimentation. Someone uncomfortable with letting AI handle customer support.

What It Is

The growth engine that takes WKT's published training content and brings it to market. Publishing owns all go-to-market activity for WKT's own content — across multiple channels and vertical market lanes.

The Lanes

Lanes are vertical markets where WKT publishes and sells content. Each lane may have its own digital brand and storefront, but they are all operated by Publishing:

Opening a new lane doesn't require a new team or division. It requires Publishing to apply its playbook to a new vertical.

The Channels

ChannelHow It WorksCustomer Sees
Retail StorefrontsLearner visits branded storefront, buys course, takes it onlineThe brand — never WKT
Headless / Enterprise (SCORM)Enterprise licenses WKT content, deploys in their own LMSContent in their LMS — WKT invisible
Channel / Reseller PartnersPartners use WKT's storefront technology under their own brandPartner's brand — WKT provides platform + support

SCORM Engine is a critical staging gate. As enterprises adopt LMS technology, they want training deployed in their own systems. SCORM lets WKT reach learners its storefronts never could. Without SCORM working reliably at scale, the enterprise B2B channel doesn't exist.

Content Development (Publishing-Owned)

Publishing owns the creation and maintenance of all training content — the product it sells:

Platforms Publishing Uses (Owned by Support)

Publishing is a customer of the platform team, not the owner. It submits requirements and priorities to Support's product management function:

Business Drivers

Critical Roles & Skills

RoleFunctionAutomation Potential
Publishing GM (1)P&L ownership, lane strategy, channel mixLow — judgment role
Digital MarketingSEO, SEM, social, email per laneHIGH — AI content, automated campaigns
Inside Sales (B2B)Enterprise SCORM licensing, channel partnersMEDIUM — CRM automation
Customer SupportLearner inquiries, tech issues, certsVERY HIGH — AI chatbot first
Content DevelopmentCourse design, instructional design, ontology adaptation, regulatory updatesMEDIUM — AI-assisted drafting

The argument: Publishing's core competency isn't any single vertical — it's the ability to commercialize training content at scale. The playbook is repeatable: take a SKU, open a lane, apply marketing/sales/support across retail, SCORM, and channel. Speed, volume, and margin are the governing metrics.


Engine 2: WKT Institutional (Operate)

👤 Leadership Profile: Institutional GM

This leader thinks like a trusted advisor to government. They understand that the product is confidence, not software. They build relationships measured in years, not quarters. They're the person a regulator calls when something matters — and trusts completely.

Relationship stewardship — earns trust, protects reputation
Risk-aware judgment — sees second and third-order consequences
Government/regulatory fluency — understands procurement, politics, accountability
Operational discipline — SLAs, compliance, change management
Patience as strategy — comfortable with 18-month sales cycles
Protective instinct — will say "no" to protect a partner relationship
Expansion mindset — grows accounts by deepening trust, not pushing product
Gravitas — commands respect in boardrooms and government offices

Wrong fit: Someone who measures success in speed or volume (that's Publishing). Someone who wants to "move fast and break things." Someone who sees a government contract as just another deal.

What It Is

Managed training programs where WKT operates under contract for government regulators, associations, and credentialing bodies. WKT is trusted with delegated, non-optional responsibility — often the sole provider in a walled garden under the partner's brand.

Current portfolio: Responsible Service BC (LCRB), AGCO mandate, go2HR, AHEIA, Alberta Digital Literacy, and future contracts.

How WKT Markets to Institutional Customers

Institutional business development happens under the WKT brand directly. Senior leadership engages regulators and associations as We Know Training — the trusted infrastructure partner. This is relationship selling, government procurement, and RFP response. Not digital marketing.

Why It's Fundamentally Different from Publishing

DimensionPublishingInstitutional
CustomerLearners, employers, enterprises, partnersGovernment regulators, associations
SaleTransactional / annual license / platform feeRelationship-driven, RFP, multi-year
RevenuePer-course, SCORM licensing, platform feesManaged service fees, revenue share
Sales cycleMinutes to monthsMonths to years
CompetitionOpen market — alternatives existWalled garden — sole provider
TechnologyALF, SCORM, RapidLMS storefrontsRapidLMS only — stable, change-managed
SpeedShip weekly, A/B testSlow, deliberate, change-managed
RiskLost sale = lost revenueLost contract = catastrophic
SupportHigh volume, automatableLow volume, high-touch

Platform Needs (Served by Support)

Institutional is a customer of the platform team, with specific requirements:

RapidLMS stability is sacred to Institutional. Platform changes that affect managed programs require rigorous change management and partner sign-off. Institutional's voice in the platform roadmap is protected by the Integrator.

Business Drivers

Critical Roles & Skills

RoleFunctionAutomation Potential
Institutional GM (1)Relationship stewardship, contract P&LLow — trust/judgment
Partner Success (1-2)Day-to-day partner liaison, SLA monitoringMEDIUM — automated dashboards
Business Development (1)Government RFP, stakeholder engagementLow — relationship-driven

The argument: Institutional is a trust business. When Publishing urgency bleeds in — "let's push a feature," "let's move faster" — it threatens reliability. A retained government contract is worth more than a thousand retail transactions.


Engine 3: Business Administration (Support)

👤 Leadership Profile: COO / Integrator

This leader thinks like a systems architect for the business itself. In EOS terms, this is the Integrator — the person who ensures all engines interact cleanly without the Visionary having to arbitrate every conflict. They don't run an engine; they run the machine that connects them.

Cross-functional judgment — can evaluate tradeoffs across engines fairly
Process discipline — builds systems that reduce decision escalation
Financial literacy — manages cost centres, enforces budget discipline
Neutral authority — respected by all engine GMs, doesn't pick favorites
Compliance mindset — SOC 2, legal, HR, security are non-negotiable
Reliability obsession — builds infrastructure people depend on without thinking
EOS fluency — runs L10s, Rocks, accountability rhythm
Ego-free service — success is measured by how well the engines perform, not personal visibility

Wrong fit: Someone who wants to own a P&L or drive revenue (that's a GM role). Someone who takes sides in engine conflicts instead of arbitrating. Someone who confuses activity with infrastructure.

What It Is

Shared services that keep WKT functioning as an enterprise — including the product/platform development team and shared technology infrastructure that all divisions depend on.

Why Product & Platform Live Here

This is a deliberate choice. The platforms — RapidLMS, ALF, Learner Verified, SCORM Engine — serve both growth engines. Putting the product/dev team inside either engine means the other loses influence over the roadmap. Putting it in Support means:

The key distinction: Product ≠ Content. The product/dev team builds and maintains the platforms (software). The content team builds the courses and ontologies (learning material). These are different disciplines, different skills, different backlogs — and they live in different boxes.

FunctionHomeRationale
Product Management & Platform Dev
RapidLMS, ALF, Learner Verified, SCORM Engine
SupportShared infrastructure serving both engines. Neutral governance prevents either engine from hijacking the roadmap.
Content Development
Course design, instructional design, ontologies, multimedia
PublishingContent is what Publishing sells. Market demand drives what gets built. This is a revenue activity, not infrastructure.
Pre-commercial R&D
New platform capabilities, new architectures, experimentation
InventFuture capabilities are protected from production pressure. Ships to Support (platform) or Publishing (content/SKUs) when proven.

Business Operations

Product & Platform Team

Shared Infrastructure

How priority conflicts get resolved: When Publishing wants a new ALF feature and Institutional wants a RapidLMS stability fix, the product team doesn't decide — the Integrator does. This is exactly the kind of cross-engine arbitration the Integrator role exists for. Clear intake, neutral governance, structured escalation.

Critical Roles & Skills

RoleFunctionAutomation Potential
COO / Integrator (1)EOS Integrator — cross-engine arbitration, platform priority governanceLow — judgment role
Product ManagerPlatform roadmap, requirements intake, prioritizationLow — judgment role
Platform DevelopersRapidLMS, ALF, Learner Verified, SCORM EngineLow — skilled development
FinanceBookkeeping, reporting, budgetingHIGH — automated AP/AR
HRHiring, compliance, benefitsMEDIUM — automated onboarding
Infrastructure / DevOpsShared hosting, security, SOC 2HIGH — automated monitoring
Executive AdminCoordination, schedulingHIGH — AI-assisted

Engine 4: WKT Invent (R&D)

👤 Leadership Profile: Head of R&D / CTO

This leader thinks like a venture-backed product founder. They see what doesn't exist yet and can articulate why it matters. They protect exploratory work from premature commercialization while maintaining enough discipline to ship when something is proven. They're comfortable with uncertainty — and can distinguish between productive uncertainty and directionless wandering.

Technical vision — sees where the industry is going, not just where it is
Intellectual discipline — knows when to explore and when to ship
Portfolio thinking — manages multiple bets, kills losers early
Protective backbone — shields R&D from "when can we sell this?"
Talent magnetism — attracts and retains top technical minds
Ontology/AI depth — understands adaptive learning, credentialing, assessment at an architectural level
Clear handoff instinct — knows when something is ready to leave R&D
Visionary alignment — works closely with Chris, translates direction into capability

Wrong fit: A pure engineer who can't communicate business value. Someone who wants to build forever and never ship. Someone who needs revenue validation before committing to a direction. Someone who can't say "not yet" to the CEO.

What It Is

The pre-commercial investment arm. Builds future capabilities and new SKUs/ontologies. When something is ready, it ships to Publishing to be commercialized — or to Institutional if it enhances managed programs.

How the Handoff Works

1

R&D builds new SKU / Ontology

Explore, prototype, test assumptions, iterate

2

Is it proven? Does it work?

If no → keep iterating. If yes → ship it.

3

Ship to Publishing

Publishing opens a new lane — or enhances an existing one. Applies the standard playbook: retail + SCORM + channel.

This is why Invent doesn't worry about commercialization. When a new SKU or ontology is proven, it ships to Publishing — which opens a new lane or enhances an existing one. Publishing is the machine that commercializes. Invent is the machine that creates. They don't mix.

🔬 Invent

Build & prove

📢 Publishing

Commercialize across lanes:

  • • Retail storefronts
  • • SCORM / B2B
  • • Channel / reseller

Current Portfolio

Key Rules

Critical Roles

RoleFunctionAutomation
Head of R&D / CTO (1)Portfolio decisions, technical visionLow
Developers (as needed)Prototypes, architectureLow
AI / Data (as needed)Ontologies, adaptive modelsLow

The Automation Thesis

FunctionTraditionalAI-Enabled
Customer support (Publishing)5-10 agentsAI chatbot + 1-2 human escalation
Marketing (per lane)Team per brandAI content + 1 strategist
Inside sales (B2B)Sales teamCRM automation + 1-2 account managers
Reporting (Institutional)Manual per partnerAutomated dashboards, exception alerts
FinanceBookkeeper + controllerAI-assisted AP/AR + fractional CFO
HRGeneralistAutomated onboarding + outsourced
InfrastructureOn-call teamAutomated monitoring + managed services
Course updatesContent teamAI-assisted drafting + human review
SCORM packagingManual per courseAutomated build pipeline

Target Headcount (Directional)

DivisionHuman RolesKey Automation
WKT Publishing4-6AI support, marketing automation, SCORM pipeline
WKT Institutional3-5Automated reporting, SLA monitoring
Business Admin3-4AP/AR, monitoring, scheduling
WKT Invent2-4Sheddable, scales with appetite
Total12-19Heavy automation layer

Needs validation against current headcount and revenue.


The Case for Change: Why This Matters Now

Before we workshop this, let's be direct about why this reorganization is necessary — not as a theoretical exercise, but as a practical response to real problems WKT is experiencing today.

The problems this solves

Problem TodayRoot CauseHow This Structure Fixes It
Decisions escalate to leadership that should be resolved closer to the workNo shared framework for whose judgment applies to which type of workEach engine has clear authority. Decision rules eliminate ambiguity.
Platform priorities are a constant negotiationOne tech team serving two masters with opposing needs (speed vs. stability)Split tech ownership by engine. Publishing moves fast. Institutional moves carefully. Neither blocks the other.
Revenue expectations are missed, but effort is highCommercial and institutional work governed by same logic — effort is misdirectedPublishing has its own P&L, marketing budget, and success metrics distinct from Institutional.
Innovation feels premature or destabilizingR&D work judged by commercial timelines before it's readyInvent is protected from premature commercialization. Ships to Publishing only when proven.
Strong leaders disagree in good faithThey're applying different rules to the same situation because the context isn't classifiedNaming the contexts turns personal disagreements into structural discussions.
Leadership energy spent on reconciliation, not progressLeaders are the integration layer for complexity that should be governed structurallyThe Integrator role and engine boundaries absorb complexity that leadership currently carries personally.

What happens if we don't change

What this is NOT

This is important to state clearly:

The fundamental insight: WKT has been asking leadership to integrate complexity that should be governed structurally. This model doesn't make the work simpler — it makes it possible to do without unnecessary burden. That's not a nice-to-have. That's how the next chapter of this company gets built.


Workshop: Let's Pressure-Test This Together

Everything above is the proposal. What follows is the exercise. This is where we make it real — or break it and rebuild it.

The goal of this session is threefold:

  1. Stress-test the model — throw red flags, edge cases, and "what about..." scenarios at it
  2. Feed in real company data — headcount, revenue, current pain points, people, technology realities
  3. Evolve the document in real-time — Kay will update the blueprint as we workshop, so we leave with a working version that reflects our actual company

How This Works

Chris, Sue, and Glenn raise questions, concerns, and company information. Kay processes them and updates this document live. By the end of the session, this blueprint reflects WKT's actual reality — not theory.

🚩

Red Flags

"This won't work because..."
"What about..."
"You're missing..."

📊

Company Data

"Here's our actual headcount..."
"Revenue breaks down as..."
"The real bottleneck is..."

💡

Refinements

"What if we..."
"A better way might be..."
"In our context..."

Round 1: Does the Four-Engine Split Hold Up?

Before we go deeper, the fundamental question: are these the right four boxes?

🚩 Raise your red flags here. If the foundation is wrong, nothing built on top will work.

Workshop responses will be captured here as the session progresses...

Round 2: People — Where Does Everyone Sit?

Let's map the current team to this structure. For each person (or role), we need to answer:

Person / RoleCurrent FunctionEngine TodayEngine in New ModelNotes
To be populated during workshop...

Round 3: Technology — The Platform Reality Check

The proposal splits tech ownership by engine. Let's validate:

Workshop responses will be captured here...

Round 4: Revenue & Economics

To make the financial case, we need real numbers:

Workshop responses will be captured here...

Round 5: The Hard Questions

These are the questions that will determine whether this model actually gets implemented:

Workshop responses will be captured here...

Round 6: Next Steps & Commitments

If the model holds up after stress-testing:

  1. What's the first concrete action? (e.g., assign GM candidates, split a tech sprint, create separate P&Ls)
  2. What's the timeline? (90-day phased rollout? Q2 target?)
  3. Who needs to be brought into this conversation next? (Sami? Other leaders?)
  4. What data do we need to collect before the next session?

Commitments will be captured here...


Builds on Chris LaBossiere's "Manifesto: A Reflection on Leadership and Clarity" (December 2025). Translates the Sell/Operate/Invent/Support framework into an actionable blueprint with Publishing lanes, technology platform governance, and the SKU lifecycle from Invent to market.

This is a living document. It will evolve during and after the workshop session.