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§ · archetype · boston edtech saas

A Boston edtech SaaS · $90K → $540K ARR.

Industry archetype built from patterns across our Cambridge, Back Bay, and Seaport edtech SaaS engagements. The representative 18-month numbers: 6x ARR, FERPA + SOC 2 shipped, LMS integration with Canvas + Blackboard, and a 5x institutional pipeline.

Industry archetype. Composite case study based on patterns across multiple Boston edtech SaaS clients. Brand name and identifying details are illustrative; metrics are representative ranges across the engagement type. No fictional brand identity is being claimed as a real client.

metric rise · $90K → $540K ARR · 6x in 18 months
§ 00 · headline metrics
ARR trajectory
6x

$90K to $540K ARR in 18 months.

course completion
71%

Course-completion rate after cohort-pacing rebuild (from 38%).

institutional pipeline
5x

Pipeline uplift after FERPA + LMS integration shipped.

§ 01 · the brand archetype

An edtech SaaS operating from Cambridge.

This archetype is a pattern we ship into reliably in Boston: a founder-led edtech or online-courses SaaS stuck at $90K ARR because institutional buyers keep saying no. It operates from Cambridge, Back Bay, or Seaport with one or two engineers. Revenue comes from individual instructors and small-cohort sales. The ambition is university IT and K-12 districts, but procurement requirements block the door.

The pre-engagement state is familiar. $90K ARR on a single-tenant Postgres backend. Basic email-password auth and Stripe Checkout for self-serve. No FERPA documentation, no SSO, no LMS integration, no institutional-procurement playbook.

Three structural problems compounded the revenue ceiling. First, no FERPA. Every university IT review, with institutional ACVs of $20K-$100K on the table, ended the same way: "we cannot evaluate without FERPA documentation." Second, no LTI 1.3 integration with Canvas or Blackboard, so institutional buyers had to hand every learner a second sign-on. Third, the cohort-pacing model was broken. 62 percent of enrolled learners never finished, which killed word-of-mouth growth.

§ 02 · the approach

28 weeks. Five workstreams. Compounding.

Workstream 1 · FERPA + SOC 2 Type II readiness. Compliance came first because it was the hard blocker. We built audit-log architecture for student data, role separation between instructor, learner, and admin, a data-retention policy, and a parent-consent flow for under-13 learners. Vanta collected the evidence. SOC 2 Type II shipped week 32, and the FERPA documentation pack went to the first 6 university prospects.

Workstream 2 · LTI 1.3 integration with Canvas + Blackboard. We built native LTI 1.3 launch, roster sync, and grade passback for both Canvas and Blackboard, certified against IMS Global LTI Advantage. Learners now sign on once, straight from their LMS. The second-login barrier disappeared.

Workstream 3 · Cohort-pacing rebuild. We replaced the self-paced model with a weekly-cohort default. Instructors set a 6-week schedule. Learners get weekly nudges and a cohort discussion channel, and any drop-off triggers a re-engagement flow. Course completion moved from 38 percent to 71 percent over 4 months.

Workstream 4 · Instructor + admin dashboard. Instructors got cohort progress, drop-off alerts, and an individual learner view. Institutional admins got an org-level rollup, license usage, and billing. Monthly logo churn dropped from 4.2 percent to 1.6 percent.

Workstream 5 · Institutional sales motion. We built the playbook that gets a deal through university procurement: FERPA documentation pack, security-questionnaire pre-fill, a procurement-template SOW, and a multi-year licensing model with usage-tier discounts. The institutional pipeline grew 5x over 6 months.

§ 03 · tech stack named

Edtech-aware SaaS core. FERPA + LTI 1.3 native.

frontend

Next.js + Vercel

Next.js on Vercel for instructor + learner shell.

backend + db

Supabase + Postgres

Supabase Postgres with row-level-security for FERPA student-data isolation.

auth + sso

Clerk + LTI

Clerk for self-serve auth. Custom LTI 1.3 launcher for Canvas + Blackboard SSO.

billing

Stripe + custom invoicing

Stripe Checkout for self-serve. Custom invoicing for multi-year institutional contracts.

video + content

Mux + Cloudflare R2

Mux for video delivery + transcripts. R2 for course assets.

compliance

Vanta + custom FERPA pack

Vanta for SOC 2 evidence. Custom FERPA documentation + parental-consent flow.

§ 04 · cohort + 18-month detail

The numbers behind the headline.

metricpre-engagementmonth 6month 18
ARR$90K$220K$540K
Course completion rate38%58%71%
Logo churn (monthly)4.2%2.8%1.6%
Institutional customers0311
FERPA + SOC 2nonein auditshipped
LTI integrationnoneCanvasCanvas + Blackboard

Metrics are representative of the archetype. Specific brands within the pattern range plus or minus 25 percent on each line.

§ 05 · what this means for boston edtech

If your Boston edtech looks like this archetype.

This archetype is one of our most-shipped engagement shapes in Boston. It fits a founder-led edtech SaaS in courses, instructor tooling, or assessment at $80K-$200K ARR: post-PMF with individual instructors, pre-institutional, with 3-5 university prospects already asking for FERPA and LMS integration.

If that sounds like you, the playbook transfers. The 28-week timeline holds steady. The workstreams compress or expand in the same proportions. Metrics typically land within plus or minus 25 percent of the archetype numbers.

Five capabilities transfer directly: FERPA + SOC 2 Type II readiness, LTI 1.3 integration with Canvas, Blackboard, and Moodle, the cohort-pacing rebuild with re-engagement triggers, the instructor + admin dashboard, and the institutional sales motion with procurement playbook and multi-year licensing. Every Boston engagement starts with a 30-minute discovery call. We work Eastern Time, with same-day response Monday to Friday, 9 to 6.

§ 06 · book the boston call

Boston edtech SaaS. 6x trajectories don't ship themselves.

30-minute call on ET. Written scope and fixed-price quote in 48 hours.

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