We built Teacher's Pet for the three people who feel this pain every single day. The ones who lose sleep over completion rates, who dread the CFO's next question, who watch developers bounce and don't know why.
Senior ID / Learning Experience Designer at a mid-to-large tech company. Team of 1–3, supporting thousands of learners.
“I have 40+ course requests stacked up and a team of two. Every stakeholder thinks their training is top priority. I can't tell which courses are structurally broken versus which ones just need a content refresh. My only option is to manually review each one — that takes me 2–3 weeks per course.”
Last quarter, engineering enablement rolled out a 6-module onboarding with 78% completion but zero measurable behavior change. New hires still couldn't configure the deployment pipeline without hand-holding. 3 weeks per new hire, 200 hires/year = $2.3M in lost productivity. Your VP is asking why you spent $180K building a course that didn't move the needle.
Built a 47-criteria rubric mapped to Bloom's and Gagné. Piloted AI authoring tools. Hired a consulting firm for $85K to audit your top 10 courses. The rubric still takes a full week per review. The AI tools made you produce bad courses faster. The consulting audit was an $85K snapshot — by the time you implemented changes, 15 new courses launched with the same structural problems.
Your VP of Engineering starts building his own enablement content because he doesn't trust your turnaround time. You lose control of learning quality entirely. Within 6 months: an audit failure on compliance training, a potential $500K+ fine, and the L&D function is first on the chopping block. You've watched two peers at other companies lose their jobs when L&D was dissolved into HR.
Our diagnostic engine analyzes any course — SCORM package, video series, slide deck, or raw document — against learning science frameworks in under 2 minutes. It maps the exact gap between where learners pass the quiz (Level 2) and where behavior change breaks down (Level 3). The triage dashboard sorts your entire catalog by severity, so you fix the courses costing the business the most first. Studio generates the fix — updated assessments, practice scenarios, transfer activities — mapped directly to the structural gaps.
A Senior Instructional Designer at a mid-sized SaaS company had 35 courses in her backlog and a mandate to demonstrate training ROI by end of quarter. She ran her entire catalog through Teacher's Pet in a single afternoon. The tool flagged 8 courses with critical L2→L3 gaps — 4 were the exact courses her VP had been escalating about for months. Within 6 weeks, engineering onboarding showed a 40% improvement in time-to-productivity. Her VP's comment at the quarterly review: “This is the first time L&D has shown us something we can actually measure.”
Director / VP of Learning & Development at a Fortune 500. Owns a multi-million dollar training budget. Reports to CHRO or COO, accountable to the CFO for ROI.
“I manage a $2M+ training budget and the CFO wants proof it's working. Not completion rates — he's seen those. Not satisfaction scores — he doesn't care if people 'liked' the training. He wants evidence that people are actually doing their jobs differently because of it.”
Last quarter, the CFO questioned your entire training budget during the board review. He pulled up the LMS dashboard showing 94% completion rates and asked: “So what? What changed?” You couldn't answer. You're spending $2.3M annually on programs that generate Level 1 and Level 2 data but zero Level 3 or Level 4 evidence. Your peers in Finance and Operations show ROI on every dollar. You show a 94% completion rate and a 4.2/5 satisfaction score. The CFO said as much publicly.
Invested $350K in a learning analytics platform. Hired a measurement consultant for $120K to build a Kirkpatrick framework. Spent 6 months pushing your LMS vendor to add behavior tracking. The analytics platform gives you fancier dashboards of the same Level 1–2 data. The consultant's framework requires 6–8 hours of manager interviews per program — at 200+ programs, the math doesn't work. The LMS vendor's “roadmap” feature got 11% response rate.
The CFO has already floated “right-sizing” the L&D team. If you can't show business impact by the next board cycle, expect a 30–40% budget cut. Compliance just flagged an internal audit failure because you couldn't demonstrate that anti-money-laundering training actually changed how employees handled suspicious transactions. That's $10M+ in regulatory exposure. Within 12 months: weakened talent pipeline, increased regulatory exposure, and a CEO who views training as overhead.
Teacher's Pet diagnoses every program in your portfolio against Kirkpatrick's framework, identifying exactly where the Level 2→3 gap exists in each course — without requiring manager surveys or manual interviews. The diagnostic analyzes course structure, assessment design, and transfer mechanisms to pinpoint where behavior change breaks down and why. Audit-ready reports map training outcomes to the categories your CFO already tracks: time saved, cost reduced, risk mitigated.
An L&D Director at a Fortune 500 financial services firm was facing a 35% budget cut after the CFO challenged her to prove training impact. She ran her top 20 programs through Teacher's Pet and discovered 14 of them had critical gaps in transfer design. The diagnostic also flagged that their compliance training — which had passed every internal review — was structurally designed in a way that couldn't produce Level 3 outcomes. After fixing the top 5 programs, she documented a 25% improvement in on-the-job application rates and a projected $1.2M in avoided compliance risk. The CFO didn't cut the budget — he asked her to present the methodology to the board.
Head of Developer Relations / Developer Education Lead at a Series A–C developer tools startup. Owns docs, tutorials, onboarding, and activation metrics.
“Our developer documentation gets 50K unique visitors per month, but only 12% of them actually build something. They read the quickstart, skim the API reference, and disappear. I can't tell if the problem is our content, our sequencing, or whether we're targeting the wrong developer segment entirely.”
Developer activation is your board-level KPI: “developers who ship their first app within 7 days.” You're at 8%. Your closest competitor is at 22%. Every developer who reads docs but doesn't build is a lost revenue opportunity. Average developer account = $2,400/year. The gap between your activation rate and the competitor's is $16.8M in unrealized annual revenue. The CEO has made it clear: improve activation by Q3 or the DevRel team gets restructured.
Hired a technical writing agency for $60K to rewrite your top 10 tutorials. A/B tested video vs. text, long vs. short. Built an analytics dashboard tracking page views, time on page, scroll depth. The rewritten tutorials were clearer prose but activation didn't improve — content clarity wasn't the issue. The A/B tests showed marginal 3% differences. Analytics tells you WHERE devs drop off but never WHY. You've been optimizing the wrong things.
The CEO will restructure DevRel — cutting from 8 to 3 and folding you under Marketing. Documentation becomes brochure-writing. Poor developer experience is existential: devs choose tools in the first 30 minutes. Every developer who doesn't build is one who doesn't write blog posts, give talks, or recommend you. Within 6 months: NPS drops, community dies, enterprise deals stall because self-serve onboarding pushes leads to competitors.
Teacher's Pet analyzes developer tutorials, docs, and onboarding flows against cognitive science frameworks. The diagnostic pinpoints whether your problem is content (wrong information), sequence (right info, wrong order), cognitive load (too much at once), or transfer design (learning doesn't connect to real tasks). Instead of guessing why developers drop off at Step 4, you get: “Step 4 introduces 3 new concepts simultaneously with no scaffolding.” Studio restructures the flow so developers hit ‘aha’ before they hit ‘abandon.’
A DevRel Lead at a Series B startup was facing team restructuring after months of flat activation despite multiple rewrites and a $60K agency engagement. She ran her entire onboarding docs through Teacher's Pet and discovered a critical sequencing problem: the quickstart introduced authentication before developers had context for WHY they needed it, causing 55% to abandon the flow. Their most popular tutorial (40K views/month) had no transfer mechanism — developers could follow steps but couldn't adapt the pattern to their own use case. After restructuring: activation improved 40% in 8 weeks, time to first app dropped from 14 to 6 days. The CEO took “restructure DevRel” off the table.
| Instructional Designer | L&D Director | DevRel Lead | |
|---|---|---|---|
| Core Pain | Can't triage 40+ courses fast enough | Can't prove $2M budget changes behavior | Can't convert doc readers into builders |
| Key Metric (Before) | 10–15 days per course review | 0% L3–L4 evidence | 8% developer activation |
| Key Metric (After) | 2 minutes per diagnosis | 100% programs diagnosed | 20%+ activation |
| Business Risk | L&D dissolved into HR | 30–40% budget cut + $10M compliance risk | DevRel restructured, $16.8M revenue lost |
| Alternatives Failed Because | Built courses faster, not better | Fancier dashboards, same L1–L2 data | Rewrote content when sequence was the issue |
| Our Differentiator | Diagnose → Triage → Fix | Structural L3 prediction, no surveys | Content vs. sequence vs. load diagnosis |
Run your first diagnosis in 2 minutes. No signup required for the free tier. Or calculate your specific ROI to see what fixing your courses is worth.
