Done-for-you offer · Fractional CMO with AI Swarm · bopis-friction-detection skill · Co-occurring 2-loop
Completions builds BOPIS friction detection — 🎯 13th 5 -skill bundle on inventory-agent + 🎯 NEW Co-occurring 2 -loop promotion pattern + 🎯 BOPIS-Friction as 6th detection entity scope + 🎯 Detection-at-multiple-scopes rivals Ingest
You operate 50-1,500 locations × per-order per-step BOPIS dependency. Per-order per-step BOPIS friction detection without governance fragments per-order per -step capture + detection + correlation + remediation + attestation. Completions builds the bopis-friction -detection 5-skill bundle on the inventory-agent end-to -end. 🎯 13th 5-skill bundle on inventory-agent (inventory-agent tier-2 5-skill bundle host). 🎯 NEW Co -occurring 2-loop promotion pattern (FIRST in catalog — 2 concurrent loops independently signal same friction -signature triggering promotion to root-cause-cluster). 🎯 BOPIS-Friction as 6th detection entity scope (6 -instance-recurring detection-at-multiple-scopes mechanic). 🎯 Detection-at-multiple-scopes rivals Ingest (2ND-densest P15 cross-agent pattern in catalog at 6 instances vs Ingest at 10; foundation-skill-pattern duo: Ingest at skill-1 + Detect at skill-2). You keep every artifact.
Published September 24, 2026
Frequently asked
What does "Completions builds BOPIS friction detection — 13th 5-skill bundle on inventory-agent + NEW Co-occurring 2-loop promotion pattern + BOPIS-Friction as 6th detection entity scope + Detection-at-multiple-scopes rivals Ingest" actually deliver?
Completions builds and operates per-order per-step step-capture + friction-signature-detection + co-occurring-friction-correlation + remediation-routing + attestation across the inventory-agent. Per-order per-step step-capture (skill 1) captures per-order per-step BOPIS step-event across 50-1,500 locations × per-order per-step 12+ BOPIS-step-types (per-order per-step add-to-cart + per-order per-step pickup-location-select + per-order per-step pickup-time-select + per-order per-step pickup-curbside-vs-instore + per-order per-step payment-step + per-order per-step order-confirmation + per-order per-step prep-ready + per-order per-step prep-delay + per-order per-step substitute-applied + per-order per-step arrival-checkin + per-order per-step handoff-complete + per-order per-step cancellation-event). Per-order per-step friction-signature-detection (skill 2 — BOPIS-FRICTION 6TH DETECTION ENTITY SCOPE) detects per-order per-step friction-signatures across per-order per-step 10+ friction-types (per-order per-step long-wait-friction + per-order per-step substitute-mismatch-friction + per-order per-step pickup-not-ready-friction + per-order per-step wrong-item-friction + per-order per-step missing-item-friction + per-order per-step quality-friction + per-order per-step staffing-gap-friction + per-order per-step communication-gap-friction + per-order per-step parking-friction + per-order per-step per-vertical-friction) — joining 5 prior detection-at-multiple-scopes patterns (alert-detection + orphan-detection + outlier-detection + drift-detection + cancellation-detection) with this 6TH detection entity scope (BOPIS-Friction). Per-order per-step co-occurring-friction-correlation (skill 3 — NEW CO-OCCURRING 2-LOOP PROMOTION PATTERN) correlates per-order per-step co-occurring frictions across per-order per-step 2 concurrent loops: (Loop A) per-step-level loop tracks within-order friction-chain progression, AND (Loop B) per-location-level loop tracks cross-order friction-pattern emergence — when BOTH Loop A and Loop B independently signal the same friction-signature, the pattern PROMOTES to per-order per-step root-cause-cluster status; cumulative Co-occurring 2-loop promotion pattern instance count reaches 1 with this skill (FIRST in catalog). Per-order per-step remediation-routing (skill 4) routes per-order per-step remediated-action (per-order per-step staff-page + per-order per-step substitute-offer + per-order per-step refund-trigger + per-order per-step loyalty-credit + per-order per-step manager-escalation + per-order per-step per-location-process-fix-recommendation) with per-order per-step SLA + per-order per-step per-handler-context. Per-order per-step attestation (skill 5) emits per-order per-step attestation-record with attestor-identity + attestation-timestamp + WORM-storage-attestation + chain-of-custody-record + per-vertical compliance overlay. 🎯 13th 5-skill bundle on inventory-agent — extends prior 12 5-skill bundles on inventory-agent by adding the 13th 5-skill bundle (step-capture + friction-signature-detection + co-occurring-friction-correlation + remediation-routing + attestation) on the inventory-agent; cumulative 5-skill bundle count on inventory-agent reaches 13 with this skill; 13th 5-skill bundle on inventory-agent establishes inventory-agent as a tier-2 5-skill bundle host. 🎯 NEW Co-occurring 2-loop promotion pattern — extends prior loop-correlation mechanic instances by adding the NEW Co-occurring 2-loop promotion pattern where 2 concurrent loops (per-step-level Loop A + per-location-level Loop B) independently signal the same friction-signature triggering promotion to root-cause-cluster status; the FIRST Co-occurring 2-loop promotion pattern in the catalog; marks Co-occurring 2-loop promotion as a CANONICAL design-mechanic in the catalog. 🎯 BOPIS-Friction as 6th detection entity scope — extends prior detection entity scopes (alert per #557 + orphan per #555 + outlier per #565 + drift per #547 + cancellation per #562) by adding the 6TH detection entity scope: BOPIS-Friction; cumulative detection entity scope count reaches 6 with this skill; BOPIS-Friction as 6th detection entity scope marks detection-at-multiple-scopes as a 6-instance-recurring mechanic in the catalog (graduating from 5-instance density). 🎯 Detection-at-multiple-scopes rivals Ingest — extends prior P15 INGEST 10th occurrence DENSEST (per #567) by establishing Detection-at-multiple-scopes as the 2ND-densest P15 cross-agent pattern in the catalog at 6 instances (vs Ingest at 10 instances per #567 + Emit at 5 per #559); Detection-at-multiple-scopes rivals Ingest marks Detection-at-multiple-scopes as a CANONICAL design-pattern rival to Ingest in the catalog (foundation-skill-pattern duo: Ingest at skill-1 + Detect at skill-2 across most multi-skill bundles). Per-order per-step compliance overlay (per-vertical CCPA + per-vertical GDPR + per-vertical PCI-DSS + per-vertical per-vertical-policy + per-vertical state-AG-policy + per-vertical per-platform-TOS). Operator team owns the per-order per-step step-capture + friction-signature-detection + co-occurring-friction-correlation + remediation-routing + attestation registries + audit trail. Completions owns the swarm orchestration on the inventory-agent.
Why does in-house BOPIS friction detection break at multi-order multi-step scale?
In-house operation fails on five axes: (1) per-order per-step step-capture across 12+ BOPIS-step-types requires capture-engineering capacity unstaffable by internal teams; (2) per-order per-step friction-signature-detection across 10+ friction-types requires detection-engineering capacity; (3) per-order per-step co-occurring-friction-correlation across 2 concurrent loops with promotion-to-cluster logic requires correlation-engineering capacity; (4) per-order per-step remediation-routing across 6 remediation-action-types with SLA + per-handler-context requires routing-engineering capacity; (5) per-order per-step attestation with WORM-storage + chain-of-custody + 6-vertical compliance overlay requires audit-engineering capacity. 13th 5-skill bundle + NEW Co-occurring 2-loop promotion pattern + BOPIS-Friction as 6th detection entity scope + Detection-at-multiple-scopes rivals Ingest architecture coordination requires orchestration capacity at the 2-loop tier. Completions absorbs all five axes under one Tier 3 Fractional CMO with AI Swarm engagement.
What does the engagement look like across Tier 1 to Tier 2 to Tier 3?
Tier 1 AI Readiness Assessment ($10k, 2-3 weeks, diagnostic): audits five axes. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks): builds 5-skill bundle on inventory-agent — completing the 13th 5-skill bundle + NEW Co-occurring 2-loop promotion pattern + BOPIS-Friction as 6th detection entity scope + Detection-at-multiple-scopes rivals Ingest architecture. Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded): continues operating end-to-end + cross-agent swarm coordination.
Who owns the registries?
Operator owns 100% of every artifact: 5 registries (in operator data infrastructure), 5-skill bundle model code (operator-owned + operator-merchandising-engineering-team-aligned), per-channel credentials (POS + ecommerce + curbside-app + handoff-staff-app under operator billing + operator credentials), per-vertical compliance overlay (rule library in operator repo with attorney-approved updates), per-order per-step BOPIS-step-event registry, LLM prompts, audit trail. Completions owns the orchestration knowledge.
What KPIs will Completions commit to on Tier 3 engagement?
Typical Tier 3 commitments: (1) per-order per-step step-capture coverage at 99-percent target across 12+ BOPIS-step-types; (2) per-order per-step friction-signature-detection precision at 95-percent target across 10+ friction-types; (3) per-order per-step co-occurring-friction-correlation precision at 90-percent target on Loop-A + Loop-B co-occurrence; (4) per-order per-step remediation-routing accuracy at 95-percent target across 6 remediation-action-types within SLA; (5) per-order per-step friction-resolution rate uplift of 30-percent over no-detection baseline; (6) per-order per-step attestation persistence at 100-percent target with WORM-storage.
How does engagement end and what is the operator transition path?
Tier 3 engagements are 6-month minimum with 90-day notice. At engagement end, Completions transitions back to operator in-house in 30-60 days: operating-playbook hand-off + in-house staff training + 5 registries hand-off + 5-skill bundle model code hand-off + per-channel credentials hand-off + per-vertical compliance overlay rule library hand-off + per-order per-step BOPIS-step-event registry hand-off + LLM prompts hand-off + audit trail hand-off; Completions credentials revoke immediately.
Engage Completions
Start with the AI Readiness Assessment (Tier 1, 2-3 weeks, $10k). Hand off to Tier 2 ($25-50k, 4-8 weeks). Continue under Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded).