AI control layer · for Amazon sellers

Agents handle 90% of operations. You handle the brand.

A control layer above your existing tools — it orchestrates ad budget, inventory, listing, pricing, and review agents into one auditable decision system.

Every decision traceable. Every action replayable. Every risk visible.

7agent types
Ads · Inv · List · Pricing · Reviews · Anomaly · Compliance
R0–R5
Risk tier on every decision · always visible
100%trace
No black-box recommendations
L0–L4
You set the cap · R5 never auto-executes
Live agent activity · Treadway Outdoor demo fixture Streaming
11:30ADS-PACERHold +18% bid · root cause = listingR3
11:30LIST-POLICYDraft sizing chart rewrite · B0CJZK4XYZR2
11:31REV-CONTENTEscalate reply backlog · SLA breach 38%R2
11:32INV-REPLENISHER8 ASIN reorder draft · 30d coverR1
11:34PRX-PRICERMarkdown 12% · CO-SLP-012 phase-outR1
11:38ANO-WATCHERLiquidation eligible · HB-LGY-040 540d agingR5 · ADV
11:42COMP-AUDITTrace verified · 17 actions · 12h cadenceR0
01 · What is HOLONA

Operational decision software for serious sellers.

A control layer above your existing tools. Six promises define the boundary.

HOLONA sits on top of Lingxing, Helium 10, Amazon Seller Central — whatever you already use — and orchestrates fragmented AI agents into a single, traceable, auditable, replayable decision system.

The seller keeps the wheel. The system handles the load.

This is not automation. It is control. The customer is not handing the wheel over to AI — they are gaining a wheel they did not have before.

Every decisiontraced
Every actionreplayable
Risk alwaysvisible
Operatorin control
Confidence is realnot decorative
No data leavesyour scope
What HOLONA is not
×
Not a brand replacement. HOLONA does not compete with the seller's own brand.
×
Not a platform. HOLONA does not host or sell goods.
×
Not a generative tool. Listings and ad copy are not the core offering.
×
Not a single agent. HOLONA is the layer above agents, not an "AI assistant."
×
Not a black-box optimizer. Transparency is the product, not a feature.
×
Not consumer-facing. Every output is for the operator, never for the end shopper.
02 · How it works

A four-layer loop. 感知 · 建议 · 执行 · 决策

One decision loop, running continuously. Each layer is visible, replayable, and stops cleanly at any point you specify.

01 · Perceive~1.2M signals / 24h
感知
Watch
24/7 signal stream — ACoS shifts, inventory drift, listing changes, review anomalies.
What runs. SP-API + Ads API polling at adaptive cadence · anomaly detection · cross-agent signal de-duplication.
Latency · ~9s avg
02 · Recommend7 agents · cross-domain
建议
Recommend
Multi-agents form a recommended action with traced reasoning. Cross-domain attribution in one unified plan.
What runs. Rules Engine + LLM reasoning · cross-agent conflict resolution · white-box 4-piece schema (data · reasoning · risk · formula).
Coverage · Ads · Inv · List · Price · Rev · CS · Comp
03 · ExecuteL0–L4 · R-cap
执行
Execute
Action runs at the risk-cap you set. R0–R2 auto. R3–R4 paused for review.
What runs. Application-ID-tagged SP-API / Ads API calls · backpressure rate-limit · audit log to S3 cold storage.
R5 auto-execute · disabled by design
04 · Decidereplay · override · policy
决策
Decide
The trace is replayable. Every decision is yours to review, override, or codify into policy.
What runs. Decision Card archive · derive-policy from trace · cross-cadence reports (12h / 24h / 72h / 108h).
Audit retention · ≥ 12 months
03 · Read a trace

A real decision, end to end.

This is the same Decision Card structure every HOLONA recommendation uses — data, reasoning, risk, formula, confidence. Replay it as many times as you need.

Decision Card Raw trace Replay Derive policy
DC-4731 · 2026-05-27 11:30 UTC · ADS-PACER + LIST-POLICY + REV-CONTENT
Action R3 · Caution
Hold bid increase on B0CJZK4XYZ — re-prioritize listing SEO and CS reply backlog before adjusting Sponsored Products.
Data
ACoS 27% → 41% over 7d · BSR rank 24 → 31 · Review backlog 8 pending · SLA breach 38% · Sizing-cluster review share 26%
Reasoning
Spearman correlation between ACoS and BSR rank = −0.78. Raising bid will increase ad spend without recovering ad-attributed conversion, because the conversion drop traces to the listing (review backlog → CS SLA breach → reviewer trust → BSR). Address root cause before symptom.
Formula
recovery_p = α·listing_fix + β·review_clearance − γ·bid_increase  where α=0.62, β=0.31, γ=−0.04 · backtest n=90d
Cross-agent
ADS-PACER · hold +18% bid proposal · LIST-POLICY · draft sizing chart rewrite · REV-CONTENT · escalate review reply backlog — all three suspended until operator review.
Reversibility
Fully reversible · no spend committed · operator may approve, defer, or override individual agent actions independently.
Confidence 0.91 · 7-day projection · backtest 90d · trace-id tr_4731_ed8a The trace is the product.
04 · Compare

Four ways HOLONA is not another seller tool.

Helium 10, Jungle Scout, Lingxing — they show the data. Amazon Seller Assistant operates inside Amazon's interest. HOLONA is the control layer above all of them.

CapabilityHOLONAAmazon SAH10 / JSGeneric AI
Independent from AmazonCan recommend stop-spending
Cross-tool orchestrationAds ↔ Inv ↔ List ↔ Price ↔ Revpart
Cross-domain chain attributionRoot cause across 4 agents
White-box decision traceData · reasoning · risk · formulapart
R0–R5 risk classificationEvery action surfaced
L0–L4 automation spectrumUser-controlled execution cappartpart
R5 never auto-executesBrand-level safeguard
BSA + DPP Day-1 complianceArchitected, not retrofittedpartpart
05 · Pricing

Three tiers. Built for where you are.

Start with one agent. Add the full suite when you're ready. Team plans for ops-coordinated sellers, with multi-workspace for brands.

Tier 1 · Solo
Founder operator
$20K–$150K GMV operators running their own account. Pick one agent — Ads, Inventory, or Pricing.
$25/mo · single agentFull bundle · $100/mo
  • 1 agent · L0–L2 only
  • Full Decision Card trace
  • Weekly ops pack
  • 7-day free trial · no card required
Tier 2 · TeamRecommended
Ops-coordinated
$300K–$800K GMV, 10–20 person teams. All 7 agents + cross-domain orchestration + 5 seats included.
$400/mo · full bundleSingle agent · $40/mo
  • All 7 agents · L0–L4
  • Cross-domain chain attribution
  • 5 team seats · simplified RBAC
  • 14-day free trial · full bundle access
Tier 3 · Enterprise
Multi-team brand
$2M–$10M GMV brands · 50–100 person ops. Multi-workspace, custom Rules Engine, unlimited seats.
$5K–$30K/mo+ $20K–$100K once · half-custom
  • Multi-workspace · org view
  • Custom Rules Engine templates
  • Unlimited seats · dedicated onboarding
  • Closed beta · 6–10 design-partner slots

Full comparison · pricing details →

06 · Data & Security

Built to Amazon BSA compliance from day one.

HOLONA was architected to Amazon's 2026 Business Solution Provider policy and Data Protection Policy — not retrofitted after launch.

Amazon BSA Agent Policy Enforced 2026-06-02

  • Application ID traceability — every API call wrapped with x-amz-application-id
  • Audit log retention ≥ 12 months — Postgres + S3 cold-storage rotation
  • No browser automation · no scraping — official SP-API and Ads API only
  • Conservative rate-limiting · middleware backpressure
  • Your data never trains anyone's LLM

Data Protection Policy

  • AES-256 encryption at rest · AWS KMS · annual rotation
  • TLS 1.2+ in transit · service-to-service enforced
  • PII auto-purged at 30 days · non-PII ≤ 18 months
  • Per-seller permission scope · no cross-boundary leakage
  • HOLONA Inc. · Delaware C-Corp · US data residency

R5 is never executed — by design, not by toggle. Decisions classified R5 (irreversible system-wide impact) are presented as advisory only, with a one-click Amazon Seller Central deep-link. No automation level you choose can override this. The wheel stays with you.

07 · About

HOLONA · 元枢

Holon, coined by Arthur Koestler in 1967, names something that is simultaneously a whole and a part. Each AI agent inside HOLONA is a complete unit on its own — and a component of the larger system.

The Chinese reads 元枢: 元 (yuán) — origin, root — and 枢 (shū) — pivot, hub. The foundational pivot. The unmoving center on which the whole system turns.

HOLONA is built by operators who watched too many sellers hand control over to black-box automation, and saw the seam where transparency could go. It is not a product made to disrupt anyone. It is a product made because operators deserve a wheel they did not have.

EntityHOLONA Inc.
JurisdictionDelaware, USA · C-Corp
StageClosed beta · Q3 2026
Design partners6–10 brands · Q3 2026
Trail Runner Pro Max — chain attribution across four agents in three minutes.
Demo video · Q3 2026 · CM1 walk-through
Closed beta · Q3 2026

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