Are you targeting founders or VPs of Growth?

Both. Founder-Head-of-Growth combos are common at DTC scale; we engage at either. The Tier 3 Fractional CMO variant for DTC is specifically founder-shape — weekly creative-thesis review, hypothesis-driven feedback loops, fast iteration cycles — matching how DTC founders already run the operation.

What revenue range is the right fit?

$5M-$50M revenue band. Below $5M, the productized SKUs are typically beyond budget; we recommend the Tier 1 Assessment for direction-setting. Above $50M, enterprise vendors and in-house engineering teams typically build custom; we can engage but the engagement shape is typically Tier 2 build alongside an internal team rather than Tier 3 fractional executive.

How does this differ from our existing DTC agency?

Most DTC agencies are media-buying-heavy (paid social + paid search execution). We are AI-infrastructure-heavy (the swarm + the data layer + the lifecycle + the 4-axis governance). Many DTC operations run both — agency on the paid side, Completions on the swarm side. The agency does not become unnecessary; the orchestration shape above the vendor catalog does become operator-owned.

What about Shopify Plus brands specifically?

In scope. Shopify Plus is the most common platform we see at the $5-50M band. Klaviyo + Shopify Plus + Triple Whale + Recharge (for subscription) is a common stack we plug into.

International expansion timing?

Brand-voice-gated multi-language translation is a productized SKU when you are ready. Most DTC brands wait until US revenue is established before expanding; we can engage at either pre-expansion (build the infrastructure) or post-launch (fix the translation quality + per-jurisdiction compliance overlay).

How fast can you start?

Tier 1 AI Readiness Assessments typically begin within 1-3 weeks of contract signing. Tier 2 sprints begin within 2-4 weeks. Tier 3 Fractional CMO engagements begin within 4-6 weeks. We run one to two engagements in parallel — there is a real schedule, not infinite capacity.

How does pricing work?

Tier 1 AI Readiness Assessment is $10k, 2-3 weeks. Tier 2 AI Swarm Setup Sprint is $25-50k, 4-8 weeks. Tier 3 Fractional CMO with AI Swarm is $15-25k/month, 6-month minimum, 1-2 days per week embedded. We scope the specific shape on a 30-minute consultation and send a private engagement link after.

For DTC ecommerce founders + Head of Growth ($5M-$50M revenue)

Your $20M DTC brand runs Klaviyo + Shopify Plus + Triple Whale + Recharge + Postscript + Octane AI + Rebuy. LTV / CAC compresses each quarter. The team cannot tell which lever moved. Pick the orchestration shape.

The lean DTC stack does not orchestrate itself. Lifecycle + attribution + save-flow + quiz + international surfaces each run their own agent context, their own data layer, their own governance rules. The 4-axis governance matrix above them is operator-side wiring. Three engagement tiers ship it: $10k diagnostic, $25-50k build sprint, $15-25k/month fractional CMO. You own every artifact.

Tier 1 — AI Readiness Assessment ($10k)Tier 3 — Fractional CMO

Or see the Tier 2 build sprint for execution without the ongoing executive in the loop.

The recurring scene

LTV / CAC compresses each quarter. The Klaviyo agency builds generic flows. Triple Whale produces dashboards nobody acts on. The save-flow AI is one bad day from a margin disaster.

The founder or Head of Growth at a $20M DTC brand runs a lean operation. Klaviyo for lifecycle. Shopify Plus for store. Triple Whale or Northbeam or Rockerbox for attribution. Recharge or Bold for subscription. Postscript for SMS. Octane AI for quiz. Rebuy for cart upsells. Crowdin or Lokalise if international. Each vendor is good at the primitive. The team is small. The founder ends up being the integration layer across 7 vendor surfaces.

The Klaviyo agency ships generic flows because the agency model is per-account-rep, not per-cohort-context. The attribution platform produces dashboards because dashboards are what the platform sells; nobody acts on them because the narrative + anomaly + action layer above the dashboard is not in the product. The save-flow AI runs on a single confidence threshold; a 98%-confidence “lifetime price lock” to all 2,400 exit-attempt customers today is one bad day from a margin disaster because the routing has no risk-axis or scope-axis or claim-type-axis to catch it. The quiz funnel runs Octane AI templates the team cannot tune to brand voice. International translation via Crowdin or Lokalise loses brand voice in non-English markets because the gate that holds brand voice in English is not wired to the translation pipeline.

The board conversation about AI strategy in Q3 produces a vendor evaluation. The evaluation produces another tool. By Q1 the brand owns 8 vendor surfaces and LTV / CAC has compressed another point and nobody can tell which lever moved. The pattern is not a vendor problem; it is a shape problem. The orchestration shape is what compounds across lifecycle + attribution + save-flow + quiz + international. The shape is what the three-tier engagement ladder ships.

Five levers

The use cases where the orchestration shape compounds for DTC operators

Not every DTC brand has every lever. The Tier 1 assessment names which two or three matter most for your specific operation, in what order, with what governance. These are the surfaces we look at first.

Deeper read: AI orchestration vs AI tooling — the brand thesis behind why the orchestration shape compounds and the single-tool buy does not.

Klaviyo flow architecture (build + optimization)

Klaviyo flows are the lifecycle backbone of most DTC operations. Generic agency builds miss native segmentation depth, predictive analytics, flow-builder architecture optimization, and the per-cohort drift-correction discipline that lets flows compound across quarters. Generic Klaviyo and operator-grade Klaviyo are different products.

Fit: Universal for DTC brands using Klaviyo. Both greenfield builds and already-have-flows-need-optimization buyer states.

Composes: Composes with /pre-emptive-intervention-triggers (typed retention triggers per churn signal), /response-suggestion-drafting (lifecycle email drafting with per-cohort context), and /save-flow-propensity-scoring (upstream cohort scoring).

Attribution platform interpretation (Triple Whale / Northbeam / Rockerbox)

Attribution platforms generate dashboards. They do not generate insight. AI agent reading vendor dashboards + producing weekly narratives + flagging anomalies + recommending actions closes the gap between data and decisions. The platform stays the implementation; the narrative + anomaly + action layer above it is operator-side wiring.

Fit: DTC brands with established attribution platforms who under-utilize the data.

Composes: Composes with /attribution-event-emission (the data spine the platforms consume), /change-event-emission (the upstream change stream), and /two-sigma-outlier-flagging (the anomaly detection).

Subscription lifecycle + preemptive save flows

Subscription DTC has distinct lifecycle stages — first delivery, second-month engagement, renewal window, pause/skip, win-back. Generic transactional flows miss the subscription model entirely. Preemptive save flows triggered on churn-prediction signal engage customers in the window before they click cancel. The 4-axis routing matrix (confidence × risk × scope × claim-type) is what keeps the save-flow AI from auto-approving a margin-permanent commitment to all exit-attempt customers in one bad day.

Fit: Subscription DTC (consumables, subscription boxes, food, beauty).

Composes: Composes with /save-flow-propensity-scoring (upstream churn scoring), /save-offer-library-management (offer catalog with claim-type metadata), /multi-dimensional-threshold-routing (4-axis governance preventing margin-permanent auto-approvals), and /pre-emptive-intervention-triggers (typed triggers per churn signal).

Quiz-as-acquisition swarm

Quiz-driven acquisition (skincare, supplements, fashion, mattresses) is a high-leverage top-of-funnel. AI-driven skip-logic + result-page personalization + Klaviyo handoff + drop-off detection is a different product from generic Octane AI templates. Brand-voice gate per quiz question + per result-page draft + per Klaviyo handoff keeps the brand voice consistent across the funnel.

Fit: DTC brands in quiz-friendly categories.

Composes: Composes with /response-suggestion-drafting (per-question + per-result-page drafting), /sentiment-intent-classification (intent routing from quiz response), and /pre-emptive-intervention-triggers (drop-off detection within the quiz).

Brand-voice-gated multi-language translation

International expansion via Crowdin / Lokalise / Smartling produces machine-translated copy that loses brand voice in non-English markets. Premium positioning suffers. Brand-voice gate per translation + per-jurisdiction compliance overlay + cultural adaptation closes the gap. The gate is the same gate the rest of the orchestration uses — one brand-voice spec, not five per-language re-derivations.

Fit: DTC brands expanding internationally.

Composes: Composes with /per-jurisdiction-overlay-config (per-state + per-country compliance overlay), /channel-policy-validation (per-channel adaptation across international marketplaces), and /auto-pr-generation (vendor changelog ingestion when translation platform APIs shift).

Three engagement shapes

The ladder that ships the orchestration shape

Each tier funnels into the next. None requires the next.

Tier 1 — AI Readiness Assessment ($10k · 2-3 weeks)

Diagnostic on your current lifecycle + attribution + save-flow + quiz + international surface. Inventory of source systems (Klaviyo + Shopify Plus + Triple Whale + Recharge + Postscript + Octane AI + Rebuy + Crowdin / Lokalise). Per-axis save-flow routing coverage gap (most brands are on 1 axis). Lifecycle cohort drift surface. Quiz brand-voice coverage. International translation brand-voice coverage. Output is a written assessment with the orchestration shape sketch + the 3-5 per-lever build sequence. Process commitment: assessment delivered within the scoped window with named per-lever recommendations.

See Tier 1 detail →

Tier 2 — AI Swarm Setup Sprint ($25-50k · 4-8 weeks)

Build the lifecycle + attribution + save-flow + quiz + international orchestration across the 3-5 levers the Tier 1 assessment named. Wires the agents + shared cohort context + brand-voice gate + 4-axis routing matrix (confidence × risk × scope × claim-type) + governance routing + telemetry. Ships with documented per-cohort playbook, brand-voice gate runbook, 4-axis routing matrix config, governance routing rules, telemetry dashboards. 30-day operating tail. Process commitment: orchestration in production by week 6-8 with the brand-voice gate + 4-axis routing emitting on every save-flow + lifecycle + quiz publish.

See Tier 2 detail →

Tier 3 — Fractional CMO with AI Swarm ($15-25k/month · 6-month minimum · 1-2 days/week embedded)

Embedded executive owns the DTC orchestration day to day. Process commitments include: lifecycle + save-flow + quiz + attribution orchestration with brand-voice gate before every publish; 4-axis routing matrix on every save-flow AI decision before action (no auto- approval of margin-permanent commitments at broadcast scope); per-jurisdiction overlay applied at gate time for international and per-state-regulated content; per-cohort propensity score routing within 1 hour of cohort-entry signal; telemetry emission across operational + quality + performance + audit dashboards; quarterly per-vertical playbook review. Per-cohort and per-decision precision is tuned per stack and recorded as engagement KPIs.

See Tier 3 detail →

Productized SKUs

Specific engagements built for DTC operations

The Tier 1 assessment surfaces which levers compound for your operation. When a lever is high-confidence, deploy a productized SKU directly. Each one ships in a defined timeline — you own every artifact at the end.

Cross-Domain Data Integration Engine
Unify marketing + operations + financial data into one queryable joined dataset per location. Multi-source ingestion + schema reconciliation + identity stitching + cross-domain query interface. The foundation layer for measurement, attribution, churn forecasting, and ROI defensibility.
8 weeks · P164

What changes

What the DTC founder stops worrying about

The founder-as-integration-layer tax stops being a structural cost of running a lean DTC operation. The agents share cohort context; the gate catches the brand-voice drift before publish; the governance routes the exceptions; the telemetry surfaces the pattern. The founder’s time goes back to brand + product + creative thesis instead of vendor reconciliation.

The LTV / CAC compression with no diagnosable lever stops being the recurring quarterly mystery. Per-cohort attribution composes with lifecycle drift surface composes with save-flow propensity surface composes with quiz drop-off surface; when LTV compresses, the orchestration tells you which surface moved instead of producing five dashboards nobody acts on.

The save-flow margin-permanent-commitment risk stops being a Friday-afternoon CFO call waiting to happen. The 4-axis routing matrix evaluates every save-flow AI decision against confidence + risk + scope + claim-type before action; broadcast-scope + irreversible-claim-type decisions route to escalation regardless of confidence; the lifetime-price-lock-to-2,400-customers offer hits the review queue Wednesday morning, not the customer base Wednesday afternoon.

The Crowdin-machine-translated-brand-voice-loss in international markets stops being the trade-off of international expansion. The same brand-voice gate that holds voice in English wires into the translation pipeline; the per-jurisdiction overlay catches the per-country compliance constraints; the premium positioning that holds in the US holds in the new market.

Frequently asked

Are you targeting founders or VPs of Growth?: Both. Founder-Head-of-Growth combos are common at DTC scale; we engage at either. The Tier 3 Fractional CMO variant for DTC is specifically founder-shape — weekly creative-thesis review, hypothesis-driven feedback loops, fast iteration cycles — matching how DTC founders already run the operation.
What revenue range is the right fit?: $5M-$50M revenue band. Below $5M, the productized SKUs are typically beyond budget; we recommend the Tier 1 Assessment for direction-setting. Above $50M, enterprise vendors and in-house engineering teams typically build custom; we can engage but the engagement shape is typically Tier 2 build alongside an internal team rather than Tier 3 fractional executive.
How does this differ from our existing DTC agency?: Most DTC agencies are media-buying-heavy (paid social + paid search execution). We are AI-infrastructure-heavy (the swarm + the data layer + the lifecycle + the 4-axis governance). Many DTC operations run both — agency on the paid side, Completions on the swarm side. The agency does not become unnecessary; the orchestration shape above the vendor catalog does become operator-owned.
What about Shopify Plus brands specifically?: In scope. Shopify Plus is the most common platform we see at the $5-50M band. Klaviyo + Shopify Plus + Triple Whale + Recharge (for subscription) is a common stack we plug into.
International expansion timing?: Brand-voice-gated multi-language translation is a productized SKU when you are ready. Most DTC brands wait until US revenue is established before expanding; we can engage at either pre-expansion (build the infrastructure) or post-launch (fix the translation quality + per-jurisdiction compliance overlay).
How fast can you start?: Tier 1 AI Readiness Assessments typically begin within 1-3 weeks of contract signing. Tier 2 sprints begin within 2-4 weeks. Tier 3 Fractional CMO engagements begin within 4-6 weeks. We run one to two engagements in parallel — there is a real schedule, not infinite capacity.
How does pricing work?: Tier 1 AI Readiness Assessment is $10k, 2-3 weeks. Tier 2 AI Swarm Setup Sprint is $25-50k, 4-8 weeks. Tier 3 Fractional CMO with AI Swarm is $15-25k/month, 6-month minimum, 1-2 days per week embedded. We scope the specific shape on a 30-minute consultation and send a private engagement link after.
What does Completions commit to on Tier 3 if we run the DTC orchestration for us?: Tier 3 process commitments include: lifecycle + save-flow + quiz + attribution orchestration with brand-voice gate before every publish; 4-axis routing matrix (confidence × risk × scope × claim-type) on every save-flow AI decision before action (no auto-approval of margin-permanent commitments at broadcast scope); per-jurisdiction overlay applied at gate time for international and per-state-regulated content; per-cohort propensity score routing within 1 hour of cohort-entry signal; telemetry emission across operational + quality + performance + audit dashboards; quarterly per-vertical playbook review. Per-cohort and per-decision precision is tuned per stack and recorded as engagement KPIs.

Pick the orchestration shape, then pick what fills it

Start with the lifecycle + save-flow + attribution + quiz + international readiness diagnostic, or bring in the fractional CMO that runs the orchestration day to day.