Description

A focused course, tailored for you

The Senior Product Counsel Pre-Launch Risk Playbook

How senior product counsel inside large consumer platforms run launch review without becoming the team that says no last.

The launch calendar does not pause for a new state privacy law, a DSA systemic-risk review, or an FTC consent-order audit cycle. The senior product counsel role is the throughput chokepoint between every new product surface and every regulator who wants a paper trail. This playbook is for the lawyer who has to ship review velocity without shipping a launch the regulator later calls a violation.

$199 one-time

Tailored to your situation. Access within 24 hours. 30-day money-back.

Includes a hand-built implementation playbook delivered alongside course access, generated for your specific situation.

Why this course

A senior product counsel role inside a large consumer platform is not a doctrinal role. The legal questions are usually known. What is not known is which launch this week needs a DPIA, which needs a child-safety risk note, which needs a DSA systemic-risk update, which needs a state-AG carve-out, and which can ship with a footnote in the launch post. The PM does not know. The engineering lead does not know. The product marketing lead writes a launch post that assumes everything is settled. Every artefact a senior product counsel produces (the launch-risk one-pager, the DPIA, the teen-safety note, the dark-patterns checklist, the consent-order audit log) exists to make those decisions explicit, defensible, and fast enough that the launch ships on time without the role becoming the team that says no last.

What you walk away with

Run launch review with a one-pager the GC can sign off on in under ten minutes.
Ship a DPIA that survives a regulator information request without a rewrite.
Maintain a teen-safety review log that holds up against a state attorney general inquiry.
Produce a model-output liability memo for generative features before the launch decision meeting.
Run a dark-patterns and consent-flow checklist that design teams self-serve, so legal review starts at decision points only.

The 12 modules

Module 1. The launch-review intake one-pager

The first artefact the role owns is the intake form every PM fills before the launch lands in your queue. This module walks through the one-pager fields that route a launch to DPIA, to teen-safety review, to DSA systemic-risk update, to FTC consent-order audit, or to a simple footnote, with the routing logic that lets a senior counsel handle three times the queue without dropping the high-risk reviews.

Module 2. DPIA that survives a regulator request

Most DPIAs are written for an internal file and fall apart when a supervisory authority asks for the underlying assessment. This module covers the DPIA template structure that ships with the legal basis, the data-flow diagram, the necessity and proportionality assessment, and the residual-risk register in a single document, so a regulator information request does not trigger a six-week internal rewrite under deadline.

Module 3. Teen-safety review note for state AG scrutiny

State attorneys general have moved teen safety from a content-moderation question to a product-design question. This module covers the review note structure that names the product surface, the teen-account default settings, the age-assurance method, the design-pattern review, and the post-launch monitoring plan, so a state AG civil investigative demand finds a document written for that audience rather than an internal memo with the wrong framing.

Module 4. Dark-patterns and consent-flow self-serve checklist

Design teams ship consent flows weekly. Legal review on each one is not scalable. This module covers the dark-patterns and consent-flow checklist that the design team runs before the launch ticket reaches counsel, with the escalation criteria that bring legal back in only for the patterns that need it, freeing review capacity for the launches where the legal question is real.

Module 5. Model-output liability memo for generative features

Generative features have moved liability questions from training data to model output. This module covers the memo structure that names the output classes (defamatory, child-safety, IP-infringing, deceptive, regulated-advice), the mitigation stack (filters, refusals, watermarks, provenance), the residual-risk acceptance, and the launch-gating criteria, so the launch decision meeting has a single document rather than a thread of slack messages.

Module 6. DSA systemic-risk update for VLOP review cycles

Very large online platforms run a DSA systemic-risk assessment cycle that touches every major launch. This module covers the update template that maps a new product surface to the four systemic-risk categories, names the mitigation measures, and ships in the format the audit cycle accepts, so a launch does not trigger a full systemic-risk re-baseline when the change was incremental.

Module 7. FTC consent-order audit-trail format

Platforms operating under an FTC consent order run a parallel audit cycle that the product team rarely sees. This module covers the audit-trail format that captures the launch decision, the review artefacts, the residual-risk acceptance, and the post-launch monitoring evidence in the structure the consent-order auditor expects, so the audit cycle does not pull legal off the launch calendar for a week of evidence-gathering.

Module 8. State privacy law matrix and carve-out logic

Five state privacy laws became nineteen, then will be more. The role cannot run a fresh review against each one for each launch. This module covers the matrix that names the rights, the thresholds, the cure periods, and the AG enforcement posture per state, with the carve-out logic that decides which states get default-on, which get default-off, and which get an audience-level carve-out, so the review is run once and reused across launches.

Module 9. Child Online Safety review for COPPA and state-level laws

COPPA review used to be a single workflow. State laws (California, Maryland, New York, Utah) and the proposed federal updates have made it a layered review. This module covers the review structure that names the age range, the data class, the parental consent path, the design-pattern review, and the post-launch monitoring plan for each layer, so a single launch artefact answers the federal and state questions in one pass.

Module 10. Content moderation and Section 230 posture memo

Section 230 posture is no longer just a litigation question. Product launches that change the moderation surface, the recommendation algorithm, or the user-controls layer move the posture. This module covers the memo structure that names the change, the resulting posture, the litigation-risk register update, and the launch-gating criteria, so the launch ships with the GC and the litigation team aligned, not surprised.

Module 11. Cross-functional launch-review workflow with engineering and trust-and-safety

Launch review velocity is set by the workflow with engineering and trust-and-safety, not by legal alone. This module covers the workflow structure that runs intake, triage, review, sign-off, and post-launch monitoring with PMs, engineers, T-and-S analysts, and outside counsel in a single thread, with the SLAs that hold each role accountable so reviews do not stack behind a single chokepoint.

Module 12. The senior counsel quarterly review pack

The role is judged on the launch velocity, regulator posture, and absence of enforcement surprises that the quarterly review pack to the deputy GC documents. This module covers the pack structure that names the launches reviewed, the artefacts shipped, the regulator interactions, the residual-risk register changes, and the headcount and tooling asks, so the role is read as a throughput capability rather than a per-launch reactive function.

How this addresses your situation

Specific modules that map to what you said you are dealing with.

A PM has filed a launch ticket for a new generative feature and the data-flow diagram includes a new model-output logging field.

A state AG has sent a civil investigative demand on teen-account defaults from a launch shipped two quarters ago.

The DSA systemic-risk audit cycle has flagged a recommendation-algorithm change as triggering a re-baseline.

The FTC consent-order auditor has requested the launch-decision artefacts for every launch in the prior quarter.

What you get with this course

Twelve written modules with worked examples drawn from senior product counsel work.
The launch-review intake one-pager template.
The DPIA template structured for regulator information requests.
The teen-safety review note structure for state AG inquiries.
The dark-patterns and consent-flow self-serve checklist.
The model-output liability memo template for generative features.
The DSA systemic-risk update template for VLOP cycles.
The FTC consent-order audit-trail format.
The state privacy law matrix with carve-out logic.
The child online safety review structure for COPPA and state laws.
The Section 230 posture memo template.
The cross-functional launch-review workflow document.
The quarterly review pack structure for the deputy GC.
The hand-built implementation playbook delivered alongside course access, tailored to the product surfaces and regulator mix the role actually sees.

What you will have in hand by Day 1, Week 1, Month 1

Account in the Art of Service learning environment provisioned within 24 hours of purchase.

Tailored implementation playbook delivered alongside course access, written against the product surfaces and regulator mix the role actually sees.

All twelve module templates downloadable from the learning environment at access.

Self-paced. No live cohort. No scheduled sessions.

Before and after

Before

Launch reviews stack behind a single counsel chokepoint. The DPIA is written twice (once for the file, once for the regulator). The teen-safety note is rewritten when a state AG asks. The generative-feature memo lives in a slack thread. The FTC consent-order audit pulls counsel off the launch calendar for a week each cycle. The quarterly read to the deputy GC frames the role as reactive.

After

Launch intake routes reviews to the right depth without a counsel triage call. Every artefact (DPIA, teen-safety note, model-output memo, DSA update, FTC audit log) ships in the format its eventual reader expects. The dark-patterns and consent-flow checklist runs self-serve. The quarterly read frames the role as a throughput capability with measurable velocity, posture, and surprise-free enforcement.

What happens if you do not address this

The launch queue grows faster than counsel capacity. Artefacts get rewritten under regulator deadline. A teen-safety note written for an internal file is the wrong document when a state AG asks. A DSA systemic-risk re-baseline pulls the role off the launch calendar for a quarter. The deputy GC reads the function as reactive, and the next headcount round goes to the litigation team instead.

Who it is for

Senior product counsel inside a large consumer platform, three to seven years post-qualification, sitting in pre-launch review meetings with PMs and engineers, accountable for privacy, child safety, content moderation, generative-AI output, and regulator-facing audit artefacts. The role reports into a deputy GC or AGC for product, and is judged on launch velocity, regulator audit posture, and the absence of post-launch enforcement surprises.

Who this is NOT for. Outside counsel running a privacy practice on behalf of multiple clients. Litigation counsel handling post-incident enforcement. Compliance program managers without legal authority. Junior product counsel in their first six months who need a foundational CLE on GDPR or the FTC Act, not a launch-review playbook.

How it arrives

Text-based course in the Art of Service learning environment, plus downloadable templates and worked examples for every module, plus the hand-built implementation playbook delivered alongside course access.

Time investment. Approximately eight to ten hours of reading across the twelve modules, plus the time to adapt the templates to the role's product surface mix. Most senior counsel complete the reading across two to three sittings and apply the templates inside the first launch review after access.

Why $199 is the right number

CLE programmes cover doctrine. Outside counsel briefs cover specific transactions. Internal trainings cover orientation. None of those produce the launch-review artefacts a senior product counsel ships every week. This playbook is the artefact set, not the doctrine refresher.

FAQ

Is this a CLE course?

No. CLE credit is not offered. This is a working playbook for the artefacts a senior product counsel ships during launch review.

Does it cover EU AI Act obligations for product launches?

Yes. The model-output liability module and the DSA systemic-risk module cover EU AI Act overlap for generative and recommendation features.

Is the implementation playbook generic or tailored?

Tailored. The playbook is hand-built against the product surfaces and regulator mix the role actually sees, delivered alongside course access.

Can the templates be shared with outside counsel or in-house team members?

Yes. Single-purchaser licence covers the role and the role's immediate working team. Multi-seat licences are available for larger functions on request.

What is the refund policy?

Thirty days from purchase, full refund on request, no questions. Templates may be retained.

30-day money-back guarantee. If after a week of working through the materials this is not what you needed, reply to the receipt email and a full refund is processed. No questions, no forms.

Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.