Strategic writing sample

Building a SaaS Academy from Scratch: A 90-Day Blueprint

A concrete plan for taking a SaaS customer education program from scattered YouTube playlists to a certification-driven growth flywheel — starting with admin certification.

Where most SaaS academies start vs. where they need to be

Today
  • A handful of playlist-style video courses (e.g., onboarding, feature deep-dives)
  • No formal certification or credentialing
  • No structured learning paths by role or proficiency level
  • No LMS — content hosted on YouTube, discovered via community forums
  • No content ops: governance, taxonomy, refresh cadence undefined
  • No measurement: completion, adoption impact, support deflection unknown
Where you need to go
  • Certification-driven flywheel: onboard → activate → certify → advocate
  • Role-based paths: End User → Power User → Admin → Builder / Developer
  • Multi-format: videos, interactive walkthroughs, scenario labs, assessments
  • LMS with governance, taxonomy, and discoverability standards
  • AI agents powering content production workflows
  • Data-informed: metrics tied to support deflection, adoption, and expansion

This gap is exactly what I have closed before — at ClearVu-IQ (0 → 1 enablement for 6 user roles) and at EY (8 courses, 2 tracks, 4,000+ global audience). The playbook transfers.

From audit to shipped admin certification in 12 weeks

01
Weeks 1 – 3

Listen & Map

Content & gap audit

Inventory every existing asset (video playlists, docs, webinars, community posts). Map what exists against what admins actually need to do.

Admin task analysis

Shadow 5 – 8 admin champions recruited from the customer community. Interview CS & Support for top admin failure modes and ticket drivers. Build the “jobs-to-be-done” map for admins.

Stakeholder alignment

Sync with Product, CS, Support, PMM, and Community. Understand the roadmap (what is changing), pain points (what is breaking), and distribution (where customers already look).

Tech stack assessment

Evaluate LMS options, assess what the product itself can power (search over training content, agents for content production), and define tooling recommendations.

Output: Gap analysis doc, admin competency map, tooling recommendation, draft roadmap
02
Weeks 4 – 7

Build & Ship MVP

Admin Certification v1 — 3 modules

Module 1: Setup & Data Sources (connectors, permissions, crawl config). Module 2: Governance & Security (access controls, content policies, compliance). Module 3: Automation & Optimization (deploying workflows, monitoring, tuning).

Scenario-based assessment

15 – 20 items per module. Not “what is a connector” but “a user reports missing Confluence results — diagnose.” Designed with reliability / validity rigor from my Microsoft certification experience (40+ scenario items).

Content production with AI agents

Build an internal content pipeline agent: source doc → learning objectives → storyboard → multi-format outputs. Eat your own dog food — prove the “AI-native” promise by using AI to build the academy.

Pilot with 10 – 15 admin champions

Recruit from the customer community. Gather completion data, item analysis, and qualitative feedback. Iterate before public launch.

Output: Admin Certification v1 live in pilot, content agent prototype, first item analysis data
03
Weeks 8 – 12

Instrument & Scale

Public launch + measurement

Launch admin certification to all community admins. Instrument: completion rate, pass rate, time-to-complete, support ticket deflection, feature adoption post-cert.

Content ops foundation

Establish taxonomy, governance standards, and content refresh cadence. Build the system so it maintains itself — not just the first batch of content.

Maturity model framework

Define the customer education maturity model: Aware → Onboarded → Proficient → Certified → Champion. Each level has clear criteria, learning paths, and next actions.

Roadmap for Q2

Based on data: next certification (Power User? Developer?), scaling enablement to partners, integrating with the expansion / renewal motion.

Output: Admin Certification GA, measurement dashboard, content ops playbook, maturity model v1, Q2 roadmap

What a Certified Admin program could look like

Module 1
Setup & Data Sources
Adding data sourcesCustom connectorsCrawl schedulingPermission mappingTroubleshooting ingestion

Assessment: “Your org just acquired a company using Notion. Walk through connecting it to the platform, setting permissions, and verifying content appears in search.”

Module 2
Governance & Security
Access controlsContent policiesAudit & complianceAdmin consoleAnalytics dashboard

Assessment: “An exec asks why a confidential board doc appeared in a team member's search results. Diagnose and resolve.”

Module 3
Automation & Optimization
Workflow builderAutomated workflowsAI-powered agentsDeployment & monitoringPerformance tuning

Assessment: “Build a workflow that summarizes weekly Jira updates and posts to Slack. Define the trigger, data sources, and output format.”

Format

Self-paced modules + scenario-based assessment (15 – 20 questions per module). Passing score: 80%. Retake after 7-day cooldown.

Credential

“Certified Admin” badge — displayed in community profile, shareable on LinkedIn, recognized by CS team for priority support access.

Renewal

Annual recertification aligned with major product releases. Delta modules only — certified admins do not redo the full exam, just new capabilities.

Community loop

Certified admins become community mentors, beta testers, and case study candidates. Certification feeds the community flywheel.

Using AI agents to build the academy — eating your own dog food

The strongest SaaS academies use their own product to build training. Here is exactly how I would approach it, based on the multi-agent pipeline I built at the 500 Global hackathon (1st / 29 teams).

1
Source of truth

One canonical document per topic (e.g., “Setting up custom connectors”). The platform indexes it. All downstream assets derive from this source.

→
2
Agent: Content transformer

An AI agent takes the source doc and generates: learning objectives, walkthrough script, assessment questions, quick-reference guide. Multiple formats from one source.

→
3
Human gate

An instructional designer reviews AI output for accuracy, pedagogical quality, and brand voice. This is where the “human strategizing, AI scaling, human gating” framework applies. Quick 80/20 review, not line-by-line rewrite.

→
4
Multi-surface delivery

Approved content ships to: Academy (LMS), Help Center, in-product tooltips, community forum. One source, many surfaces.

Drift capture:When humans edit AI outputs, edits are logged and categorized (factual error, tone mismatch, missing context). Over time, this feedback loop tightens the agent's prompts — systematic quality improvement, not one-off fixes. This is the system I am presenting at CEdMA Empower 26 in Austin.

Core competencies mapped to concrete proof

Competency
Evidence
Build customer education system from scratch
ClearVu-IQ: 0 → 1 enablement for 6 user roles. EY Parthenon: 8 courses, 2 tracks, 4,000+ global
Design certifications and standardized assessments
EY: data-driven analysis of 200+ questions. Microsoft: 40+ scenario-based items with reliability / validity testing
AI-native — agents, workflows, prompts
1st / 29 teams: multi-agent content pipeline. 4th / 24: agentic video storyboard with human gates. CEdMA Empower 26 speaker
Multi-format content: video, guides, walkthroughs
Portfolio: Storyline / Rise eLearning, HeyGen / Synthesia video, interactive PDFs, slide decks, facilitator guides. Learning Guild 30U30
Cross-functional partnership (CS, Support, PMM, Product)
EY: partnered with SMEs, PMs, business partners across time zones. Built SOPs that cut dev cycles 20%
Ship MVPs fast, iterate with data
Shipped working v0 under hackathon constraints. Built content ops models that save ~10 hrs per product change
Scale enablement beyond customers (partners, sales)
EY: train-the-trainer programs with facilitator guides + quality rubrics enabling distributed delivery
Build AI agents for content workflows
Built this at hackathon. Drift capture + error taxonomy dashboard for systematic quality loops

A framework for “where you are today and what it takes to level up”

Level 1
Aware

Knows the platform exists. Has access. Has not configured or searched yet.

Path: Welcome email → 5-min “Getting Started” video → first search prompt
→
Level 2
Onboarded

Using the platform regularly. Has connected key integrations. Basic assistant usage.

Path: Quick-start guide → “Connect your top 5 apps” checklist → Assistant tutorial
→
Level 3
Proficient

Uses the platform daily. Built first automation or workflow. Shares with team. Understands permissions.

Path: Workflow builder course → “Build your first automation” lab → team sharing guide
→
Level 4
Certified

Passed certification exam. Manages org-wide deployment. Trusted by CS team.

Path: Admin Certification (3 modules) → scenario assessment → Certified Admin badge
→
Level 5
Champion

Mentors others. Contributes to the community. Beta tester. Speaks at events. Drives expansion.

Path: Champion program → community mentor role → case study → conference speaking
Get in touch
gabrielle@gabrielle-sun.xyz LinkedIn