Done-for-you offer · Fractional CMO with AI Swarm · per-location-demographics 4-skill bundle · per-location-demographics agent
Per-location demographics for multi-location retail, multi-unit franchise, multi-location service brand, multi-location healthcare, DTC ecommerce, and PE- sponsored portfolio operators — Source + Aggregate + Suppress + Attest 4-skill bundle on the per-location- demographics agent, under a 5-anchor compliance overlay anchored on US Census Bureau policy + Title 13 + Title 26 + ACS disclosure-avoidance + DP-2020 + per-vendor source-attribution + commercial-use rights + sub- processor, ECOA + Fair Housing + Title VII + Mobley v Workday + per-vendor protected-class-fields prohibition + proxy-detection-and-suppression when per-location demographics drive AI scoring or targeting, CCPA Sensitive + MHMDA + Colorado Sensitive + GDPR Article 9 when individual-level data feeds the system, per- vertical FDA + DEA + + state insurance + state real-estate (Mrs Murphy exception 42 USC 3603 does not authorize discriminatory advertising) + medical-board + FTC + Endorsement Guides + Fake Review Rule + Lanham + per-state UDAP + per-state attorney comparative- advertising when demographics-driven targeting drives operator-facing claims, and NIST AI RMF + EU AI Act Article 6 high-risk when employment-decision + Article 9 + 10 + 13 + 14 + 26 + 50 + per-vendor LLM zero- retention
You source per-location trade-area demographic data through US Census Bureau primary (decennial Census + American Community Survey ACS 1-year + 5-year + American Housing Survey + Current Population Survey CPS + Economic Census) + commercial market-data and segmentation, then aggregate per-location trade-area profiles at operator-counsel-approved geographic- aggregation thresholds rather than the individual- customer level whenever feasible. US Census Bureau policy + Title 13 USC 9 + Title 26 USC 6103 confidentiality + ACS data-disclosure-avoidance + differential-privacy DP-2020 framework + per-vendor source-attribution + commercial-use + sub-processor under GDPR Article 28 govern source posture. When per- location demographics drive per-location AI scoring, ranking, or targeting decisions, ECOA 15 USC 1691 + Fair Housing Act 42 USC 3604 + Title VII + ADEA + ADA + per-state similar + EEOC + HUD + state-AG + Mobley v Workday (ND Cal 2024) disparate-impact-on-protected- class + per-vendor protected-class-fields prohibition + operator-counsel-approved proxy-detection-and- suppression policy apply — zip-code + median-income + median-rent + linguistic-isolation + ancestry-composition can proxy for race or national origin, so per-trade- area proxies get explicit detection. CCPA Section 1798.140(ae) + CPRA Sensitive Personal Information Section 1798.121 + Washington MHMDA + Colorado CPA Sensitive + Connecticut CTDPA + Texas TDPSA + Oregon OCPA + state-comprehensive-privacy + GDPR Article 9 special-category apply when individual-level data feeds the system. State real-estate Mrs Murphy exception (42 USC 3603(b)(2) limited owner-occupied small-rental exception) does not authorize discriminatory advertising under Fair Housing Act Section 804(c) (42 USC 3604(c)). Per-vertical product-claim regulator applies. FTC Section 5 + FTC Endorsement Guides + FTC Fake Review Rule (effective October 2024) + Lanham Act + per-state UDAP + per-state attorney comparative- advertising apply when demographics-driven targeting drives operator-facing claims. NIST AI RMF + ISO 42001 + EU AI Act (Regulation 2024/1689) Article 6 high-risk classification when employment-decision + Article 9 risk management + Article 10 data-governance + Article 13 + Article 14 + Article 26 + Article 50 + per-vendor LLM zero-retention apply. The US Census Bureau, ACS, commercial market-data, segmentation, mapping, CDP, and warehouse vendors below ship strong primitives. The orchestration above them is operator-side architecture. You keep all subscriptions, posture libraries, registers, and audit trail. You keep the ability to in-house at any time.
Published October 14, 2026
The real ecosystem this sits above
US Census Bureau + ACS + commercial market-data + segmentation
US Census Bureau: decennial Census, American Community Survey ACS 1-year and 5-year, American Housing Survey, Current Population Survey CPS, Economic Census. Commercial market-data + segmentation: Nielsen, Claritas, Experian Mosaic, Esri Tapestry, Acxiom, Epsilon, LiveRamp. Each ships strong primitives. US Census Bureau policy + Title 13 + Title 26 + DP-2020 posture register + per-vendor source-attribution + commercial-use + sub-processor register above them is operator-side architecture.
Mapping + CDP + warehouse
Mapping + trade-area: Esri, Mapbox, Carto, Tableau Maps, Google Maps Platform. CDP: Segment, mParticle, RudderStack, Snowplow, Tealium, Treasure Data. Warehouse: Snowflake, BigQuery, Databricks, Redshift. Each ships strong primitives. Protected-class-fields prohibition policy + proxy-detection-and-suppression policy + per-vertical regulator + Mrs Murphy posture + CCPA Sensitive + GDPR Article 9 posture when individual-level + FTC + Lanham + per-state UDAP + per-state attorney comparative-advertising posture + EU AI Act Article 6 high-risk classification + Article 10 data-governance above them is operator- side architecture.
Policy-as-code + WORM + legal research
Policy-as-code: OPA Rego, AWS Cedar, Casbin, Cerbos, Oso. WORM: AWS S3 Object Lock, GCS retention, Azure Blob immutable, Snowflake Time Travel. Legal: Westlaw, Lexis+, Bloomberg Law, Practical Law. Each ships strong primitives. The 5-anchor compliance gate is operator-side architecture.
Frequently asked
What does per-location demographics deliver, and how does the 4-skill bundle decompose?
An orchestration layer above the operator Census + ACS + market-data + segmentation + mapping + CDP + warehouse + policy-as-code + WORM-storage stack that sources, aggregates, and suppresses per-location demographic data for per-location trade-area characterization while preventing protected-class fields or proxies from entering AI scoring, ranking, or per-location targeting decisions under operator-counsel-and-privacy-officer-and-DEI-team-and-compliance-team-and-AI-governance-team-approved US Census Bureau policy + Title 13 + Title 26 confidentiality + ACS disclosure-avoidance + DP-2020 + per-vendor source-attribution + commercial-use + sub-processor + ECOA + Fair Housing + Title VII + Mobley + per-vendor protected-class-fields prohibition + CCPA Sensitive + MHMDA + GDPR Article 9 + per-vertical regulator + FTC + Lanham + per-state UDAP + per-state attorney comparative + NIST AI RMF + EU AI Act + per-vendor LLM zero-retention + privacy gates. Skill 1 — Source: source per-location trade-area demographic data through US Census Bureau primary (decennial Census + American Community Survey ACS 1-year + 5-year + American Housing Survey + Current Population Survey CPS + Economic Census) + commercial market-data + segmentation (Nielsen + Claritas + Experian Mosaic + Esri Tapestry + Acxiom + Epsilon + LiveRamp — operator chooses) + mapping + trade-area carve-out (Esri + Mapbox + Carto + Tableau Maps + Google Maps Platform — operator chooses) under operator-counsel-approved per-vendor source-attribution + per-vendor commercial-use rights + per-vendor data-redistribution + per-vendor confidentiality + per-vendor sub-processor under GDPR Article 28. Source respects US Census Bureau policy + Title 13 USC 9 + Title 26 USC 6103 confidentiality + ACS data-disclosure-avoidance + differential-privacy DP-2020 framework for the 2020 decennial Census + per-state Census Bureau cooperative protocols. Skill 2 — Aggregate: aggregate per-location trade-area demographic profiles in operator warehouse (Snowflake + BigQuery + Databricks + Redshift — operator chooses) via CDP (Segment + mParticle + RudderStack + Snowplow + Tealium + Treasure Data — operator chooses). Aggregation operates at the trade-area level (operator-counsel-approved geographic-aggregation thresholds) rather than the individual-customer level whenever feasible, reducing per-individual demographic feature exposure. Skill 3 — Suppress: suppress protected-class fields + proxies that may not enter scoring + targeting + ranking + personalization paths under operator-counsel-and-DEI-team-and-compliance-team-approved protected-class-fields prohibition per ECOA 15 USC 1691 + Fair Housing Act 42 USC 3604 + Title VII + ADEA + ADA + per-state similar + EEOC + HUD + state-AG + Mobley v Workday (ND Cal 2024) disparate-impact-on-protected-class — race + color + religion + national origin + sex + age + disability + familial status + source-of-income + per-state-protected-class + Sensitive Personal Information per CCPA Section 1798.121 + CPRA Sensitive + Washington MHMDA + Colorado CPA Sensitive + Connecticut CTDPA + Texas TDPSA + Oregon OCPA + state-comprehensive-privacy + GDPR Article 9 special-category. Suppress also respects state real-estate Mrs Murphy exception (42 USC 3603 limited owner-occupied small-rental exception that does not authorize discriminatory advertising) + per-vertical regulator restriction (FDA OPDP + DEA + DISCUS + + FDA CTP + FTC Health Products + state insurance + state real-estate + state medical-board). Skill 4 — Attest: emit per-location per-record per-field attestation (per-vendor source-attribution + per-vendor commercial-use + per-vendor sub-processor + per-vendor international-transfer + US Census Bureau disclosure-avoidance + DP-2020 compliance when applicable + trade-area-aggregation-threshold compliance + protected-class-fields suppression + per-state-comprehensive-privacy compliance + GDPR Article 9 special-category compliance + per-vertical regulator restriction + FTC + Lanham + per-state UDAP + per-state attorney comparative-advertising posture when demographics-driven targeting drives operator-facing claims + EU AI Act Article 6 high-risk classification when employment-decision + Article 10 data-governance + Article 50 marking when AI-processed + per-vendor LLM zero-retention + counsel-policy-version + privacy-officer-policy-version + DEI-team-policy-version + compliance-team-policy-version + AI-governance-team-policy-version) to the operator WORM audit trail.
Where does single-vendor Census or commercial market-data tooling stop compounding for per-location demographics at multi-location-retail scale?
US Census Bureau primary sources are solved — decennial Census + American Community Survey ACS 1-year + 5-year + American Housing Survey + Current Population Survey CPS + Economic Census ship rigorous primary demographic data with documented disclosure-avoidance methods. Commercial market-data + segmentation: Nielsen + Claritas + Experian Mosaic + Esri Tapestry + Acxiom + Epsilon + LiveRamp. Mapping + trade-area: Esri + Mapbox + Carto + Tableau Maps + Google Maps Platform. CDP: Segment + mParticle + RudderStack + Snowplow + Tealium + Treasure Data. Warehouse: Snowflake + BigQuery + Databricks + Redshift. The compound case the per-location-demographics agent has to handle is the one where (a) operator runs 50-1,500 locations × per-trade-area × per-decision-class (per-location campaign-targeting + per-location media-mix + per-location product-mix + per-location store-staffing + per-location investment + per-location franchisee-territory), (b) when per-location demographics drive per-location AI scoring, ranking, or targeting decisions, ECOA 15 USC 1691 + Fair Housing Act 42 USC 3604 + Title VII + ADEA + ADA + per-state similar + EEOC + HUD + state-AG + Mobley v Workday (ND Cal 2024) disparate-impact-on-protected-class + per-vendor protected-class-fields prohibition apply, (c) US Census Bureau policy + Title 13 USC 9 + Title 26 USC 6103 confidentiality + ACS data-disclosure-avoidance + differential-privacy DP-2020 framework for the 2020 decennial Census + per-state Census Bureau cooperative protocols apply, (d) when individual-level demographic data feeds the system, CCPA Section 1798.140(ae) + CPRA Sensitive Personal Information Section 1798.121 + Washington MHMDA + Colorado CPA Sensitive + Connecticut CTDPA + Texas TDPSA + Oregon OCPA + state-comprehensive-privacy + GDPR Articles 5 + 6 + 9 special-category + 25 + 26 + 28 + 30 + 32 + 35 DPIA + ePrivacy + UK GDPR + EU DSA + COPPA + AADC + cookie consent apply, (e) per-vertical product-claim regulator (FDA OPDP + DEA + DISCUS + + FDA CTP + FTC Health Products + state insurance + state real-estate + state medical-board) and state real-estate Mrs Murphy exception 42 USC 3603 apply per-vertical, (f) when demographics-driven targeting drives operator-facing claims (per-location performance narrative + per-location ROI claims), FTC Section 5 + FTC Endorsement Guides + FTC Fake Review Rule (effective October 2024) + Lanham Act + per-state UDAP + per-state attorney comparative-advertising (ABA Model Rule 7.1-7.5) apply, (g) NIST AI RMF + ISO 42001 + EU AI Act (Regulation 2024/1689) Article 6 high-risk classification when employment-decision + Article 9 + Article 10 data-governance + Article 13 + Article 14 + Article 26 + Article 50 + per-vendor LLM zero-retention apply. Without an orchestration layer above the vendors, protected-class-fields-prohibition under ECOA + Fair Housing + Title VII + EEOC + Mobley breaks (especially via per-trade-area proxy fields that operator scoring spec did not explicitly enumerate), US Census Bureau policy + Title 13 + Title 26 confidentiality + DP-2020 posture goes unmaintained, per-vendor source-attribution + commercial-use + sub-processor posture fragments, CCPA Sensitive + MHMDA + Colorado Sensitive + GDPR Article 9 fragments when individual-level data, FTC + Lanham + per-state UDAP + per-state attorney comparative-advertising posture goes unmaintained when demographics-driven targeting drives operator-facing claims, EU AI Act Article 6 high-risk classification + Article 10 data-governance + per-vendor LLM zero-retention fragments. The orchestration above the vendors is what holds the cross-source + cross-decision-class + cross-location invariants.
How does Skill 3 Suppress handle protected-class proxies + Mrs Murphy exception + Mobley v Workday when per-location demographics drive AI scoring or per-location targeting?
Protected-class-fields suppression is operator-counsel-and-DEI-team-and-compliance-team-approved. Suppress identifies the operator-counsel-approved protected-class field list: race + color + religion + national origin + sex + age + disability + familial status + source-of-income + per-state-protected-class. Mobley v Workday (ND Cal 2024) permits disparate-impact claims under Title VII + ADEA + ADA against AI-decision systems when protected-class fields or proxies are used in employment-decision contexts. Although Mobley addresses employment, the disparate-impact analytical framework applies broadly to ECOA 15 USC 1691 credit + Fair Housing Act 42 USC 3604 housing + per-state public-accommodations contexts. Per-location-demographic data often contains proxies for protected-class (zip-code + median-income + median-rent + linguistic-isolation + ancestry composition can proxy for race or national origin) — operator-counsel-and-DEI-team review and operator-counsel-approved proxy-detection-and-suppression policy. State real-estate Mrs Murphy exception (42 USC 3603(b)(2) limited owner-occupied small-rental exception) does not authorize discriminatory advertising under Fair Housing Act Section 804(c) (42 USC 3604(c) prohibits discriminatory advertising regardless of the exception). Suppress enforces protected-class-field allow/deny + proxy-detection at the moment per-location demographics flow to operator AI scoring, ranking, targeting, or personalization paths under operator policy-as-code (OPA Rego + AWS Cedar + Casbin + Cerbos + Oso — operator chooses). Per-record per-field-suppression + per-proxy-detection-and-suppression attestation writes to WORM audit trail with rule-citation evidence + counsel-policy-version + DEI-team-policy-version + Mobley-evidence-pointer.
What compliance does the orchestration enforce, and how does it map to US Census Bureau + ECOA + Mobley + CCPA Sensitive + per-vertical + Mrs Murphy + FTC + NIST AI RMF + EU AI Act Article 6 + 10 + 50?
Five anchors. Anchor 1 — US Census Bureau policy + Title 13 + Title 26 confidentiality + ACS disclosure-avoidance + DP-2020 + per-vendor source-attribution + commercial-use + data-redistribution + sub-processor. US Census Bureau policy + Title 13 USC 9 + Title 26 USC 6103 confidentiality + ACS data-disclosure-avoidance + differential-privacy DP-2020 framework for the 2020 decennial Census + per-state Census Bureau cooperative protocols + per-vendor source-attribution + per-vendor commercial-use rights + per-vendor data-redistribution + per-vendor confidentiality + per-vendor sub-processor under GDPR Article 28. Anchor 2 — ECOA + Fair Housing + Title VII + Mobley + per-vendor protected-class-fields prohibition when per-location demographics drive AI scoring or targeting. ECOA 15 USC 1691 + Fair Housing Act 42 USC 3604 + Title VII 42 USC 2000e + ADEA + ADA + per-state similar + EEOC + HUD + state-AG + Mobley v Workday (ND Cal 2024) disparate-impact-on-protected-class + per-vendor protected-class-fields prohibition. Anchor 3 — CCPA + CPRA Sensitive + MHMDA + Colorado Sensitive + GDPR + DSA + COPPA + AADC + cookie consent when individual-level. CCPA Section 1798.140(ae) + CPRA Sensitive Personal Information Section 1798.121 + Washington MHMDA + Colorado CPA Sensitive + Connecticut CTDPA + Texas TDPSA + Oregon OCPA + state-comprehensive-privacy + GDPR Articles 5 + 6 + 9 special-category + 25 + 26 + 28 + 30 + 32 + 35 DPIA + ePrivacy + UK GDPR + EU DSA + COPPA + AADC + cookie consent. Anchor 4 — Per-vertical regulator + Mrs Murphy exception + state-AG + FTC + Endorsement Guides + Fake Review Rule + Lanham + per-state UDAP + per-state attorney comparative-advertising when demographics-driven targeting drives operator-facing claims. FDA OPDP + DEA + DISCUS + per--regulator + FDA Center for Tobacco Products + FTC Health Products Compliance Guidance + state insurance + state real-estate (Mrs Murphy exception 42 USC 3603 does not authorize discriminatory advertising under 42 USC 3604(c)) + state medical/dental/legal/accounting board + state-AG + FTC Section 5 + FTC Endorsement Guides (updated 2023, 16 CFR Part 255) + FTC Made-in-USA Labeling Rule + FTC Fake Review Rule (effective October 2024) + Lanham Act 15 USC 1125(a) + per-state UDAP + per-state attorney comparative-advertising (ABA Model Rule 7.1-7.5). Anchor 5 — NIST AI RMF + ISO 42001 + EU AI Act Article 6 high-risk + Article 9 + 10 + 13 + 14 + 26 + 50 + per-vendor LLM zero-retention. NIST AI RMF (NIST AI 100-1) + ISO/IEC 42001 Clause 8 + EU AI Act (Regulation 2024/1689) Article 6 high-risk classification when employment-decision + Article 9 risk management + Article 10 data-governance + Article 13 transparency + Article 14 human oversight + Article 26 deployer + Article 50 generative-content marking when AI-processed + per-vendor LLM zero-retention attestation chain (OpenAI Enterprise + Anthropic + Google Vertex + Azure OpenAI + AWS Bedrock zero-retention). Broader gate enforced via policy-as-code. WORM audit trail with per-statute retention per operator counsel policy.
What does the engagement look like across Tier 1 → Tier 2 → Tier 3, and what does the Tier 3 reporting cycle commit to?
Tier 1 AI Readiness Assessment (2-3 weeks): audits the operator current per-location demographics posture; gap-pack identifies which per-vendor lacks operator-counsel-approved source-attribution + commercial-use + sub-processor under GDPR Article 28, whether US Census Bureau policy + Title 13 + Title 26 + DP-2020 posture is wired, which per-trade-area demographic profile contains protected-class fields or proxies under ECOA + Fair Housing + Title VII + Mobley v Workday, which per-vertical regulator restriction is unmapped, whether CCPA + CPRA Sensitive + MHMDA + Colorado Sensitive + GDPR Article 9 posture is wired when individual-level, whether state real-estate Mrs Murphy exception posture is correct (Mrs Murphy does not authorize discriminatory advertising), whether FTC + Endorsement Guides + Fake Review Rule + Lanham + per-state UDAP + per-state attorney comparative-advertising posture is wired when demographics-driven targeting drives operator-facing claims, whether NIST AI RMF + ISO 42001 + EU AI Act Article 6 high-risk classification + Article 9 + 10 + 13 + 14 + 26 + 50 is wired, whether per-vendor LLM zero-retention attestation chain is maintained. Tier 2 AI Swarm Setup Sprint (4-8 weeks): builds the 4-skill bundle on the per-location-demographics agent, wires Census + ACS + market-data + segmentation + mapping + CDP + warehouse + policy-as-code + WORM-storage (operator-chosen subset), configures the operator-counsel-and-privacy-officer-and-DEI-team-and-compliance-team-and-AI-governance-team-approved US Census Bureau policy + Title 13 + Title 26 + DP-2020 posture register + per-vendor source-attribution + commercial-use + sub-processor register + protected-class-fields prohibition policy + proxy-detection-and-suppression policy + per-vertical regulator restriction + Mrs Murphy posture + CCPA + CPRA Sensitive + MHMDA + Colorado Sensitive + GDPR Article 9 posture when individual-level + FTC + Endorsement Guides + Fake Review Rule + Lanham + per-state UDAP + per-state attorney comparative-advertising posture when demographics-driven targeting drives operator-facing claims + NIST AI RMF + ISO 42001 + EU AI Act Article 6 high-risk classification + Article 9 + 10 + 13 + 14 + 26 + 50 + per-vendor LLM zero-retention attestation chain, runs 30-day shadow + canary with Suppress in audit-only before flipping to enforce-mode. Tier 3 Fractional CMO with AI Swarm (6-month minimum): continues with continuous Source + Aggregate + Suppress + Attest. Tier 3 reporting is a 6-workstream pre-engagement-baseline reporting cycle (per-vendor source-attribution + commercial-use + sub-processor posture freshness + US Census Bureau policy + Title 13 + Title 26 + DP-2020 posture freshness + protected-class-fields prohibition coverage rate + proxy-detection-and-suppression coverage rate + per-vertical regulator restriction + Mrs Murphy posture freshness + CCPA + CPRA Sensitive + MHMDA + Colorado Sensitive + GDPR Article 9 posture freshness when individual-level + FTC + Endorsement Guides + Fake Review Rule + Lanham + per-state UDAP + per-state attorney comparative-advertising posture freshness when demographics-driven targeting drives operator-facing claims + EU AI Act Article 6 high-risk classification + Article 10 data-governance + Article 50 marking + per-vendor LLM zero-retention attestation + WORM audit-trail completeness) measured against the operator pre-engagement baseline. Reporting carries explicit caveats sit outside Completions control + attorney-client privilege preservation.
Who owns the Census + ACS data, the market-data subscriptions, the mapping, the CDP + warehouse, the proxy-detection-and-suppression policy, and the audit trail?
Operator owns every artifact. US Census Bureau primary sources (decennial Census + American Community Survey ACS 1-year + 5-year + American Housing Survey + Current Population Survey CPS + Economic Census) are publicly available + operator accesses under US Census Bureau policy + Title 13 + Title 26 confidentiality + DP-2020 attribution. Commercial market-data + segmentation (Nielsen + Claritas + Experian Mosaic + Esri Tapestry + Acxiom + Epsilon + LiveRamp — operator chooses) runs under operator billing with operator-counsel-approved DPAs. Mapping (Esri + Mapbox + Carto + Tableau Maps + Google Maps Platform — operator chooses) runs under operator account. CDP (Segment + mParticle + RudderStack + Snowplow + Tealium + Treasure Data — operator chooses) runs under operator billing. Warehouse (Snowflake + BigQuery + Databricks + Redshift — operator chooses) runs under operator cloud account. LLM provider contracts (OpenAI Enterprise + Anthropic API + Google Vertex AI + Microsoft Azure OpenAI Service + AWS Bedrock — operator chooses) run under operator account with operator-counsel-approved DPAs + zero-retention attestation. The operator-counsel-and-privacy-officer-and-DEI-team-and-compliance-team-and-AI-governance-team-approved US Census Bureau policy + Title 13 + Title 26 + DP-2020 posture register + per-vendor source-attribution + commercial-use + sub-processor register + protected-class-fields prohibition policy + proxy-detection-and-suppression policy + per-vertical regulator restriction + Mrs Murphy posture + CCPA + CPRA Sensitive + MHMDA + Colorado Sensitive + GDPR Article 9 posture + FTC + Endorsement Guides + Fake Review Rule + Lanham + per-state UDAP + per-state attorney comparative-advertising posture + NIST AI RMF + ISO 42001 + EU AI Act Article 6 high-risk classification + Article 9 + 10 + 13 + 14 + 26 + 50 + Article 50 marking flow + per-vendor LLM zero-retention attestation chain records all live in operator counsel + privacy + DEI + compliance + AI-governance repo. The Source + Aggregate + Suppress + Attest skill code lives in operator code repo. The policy-as-code policies live in operator code repo, counsel-aligned. The WORM audit trail lives on operator-controlled cloud storage. Completions owns the orchestration knowledge and transfers it under the Tier 3 transition path (30-60 days at engagement end). Completions credentials revoke on engagement-end.
Engage Completions
Start with the AI Readiness Assessment (Tier 1, 2-3 weeks). Hand off to Tier 2 AI Swarm Setup Sprint (4-8 weeks). Continue under Tier 3 Fractional CMO with AI Swarm ( 6-month minimum, 1-2 days/wk embedded).
Related reading
- Done-for-you per-market scoring rollup (the adjacent per-market scoring + ranking capability paired with this per-location demographics)
- AI agent governance (the broader governance posture this per-location demographics operates within)
- Fractional CMO with AI Swarm (Tier 3 engagement that operates the per-location demographics cycle)