AI product search by voice
Search that truly gets you — flawless results, no drop-off.
Hybrid SearchSearch fatigue ↓ · no-result exits ↓PRODUCT
A structure where customer-facing experience and back-office operations cycle in real time.
AXCommerce.AI is built on an autonomous operating architecture of 9 independent core agent engines working in concert. Shopper behavior flows instantly into operator execution, so there is no more fragmented, wasted effort. While the system runs itself, leaders only need to retain ownership of the decisions that matter.
THE LIVING LOOP · 6 AGENTS
One line of intent, flawless execution by six intelligent agents.
The full cycle — perceive, analyze, plan, approve, execute, learn. A specialized agent handles each stage, and every business decision is recorded transparently with clear data evidence.
OPERATOR INTENT"Why did sales drop this week, and draft a response I can run today."
📡DetectMonitorCaught no-result searches +18%, cart abandonment +12%, slipping price competitiveness6 signals
🔍AnalyzeInsightBroke signals down by category, segment, campaign and CS to surface 3 root causes3 causes
🧭PlanPlanGenerated 4 responses: banner swap, search ranking, coupons, inventory exposure4 plans
🛡️ApproveTrust GateOnly the margin-impacting case (-1.8%) goes to the human queue; the rest run automatically1 HITL
⚙️ExecuteExecuteRan 4 workflows in parallel; one SMS failure recovered by Self-Healing4 WFs
🌱LearnLearnLogged effective patterns as evolution candidates, fed into the next campaign+2 candidates
23 minAnalysis → first action
+9.4%GMV recovered this week
12Evidence attached
0Rubber-stamp approvals
SHOPPER AI · 8 CAPABILITIES
Eight innovations that change the shopper journey:
beyond browsing, leading the entire purchase decision.
These aren't standalone features. Each is designed so the shopper's behavior becomes the operator's learning, and the operator's decisions flow back into the shopper's next recommendation.
Proactive personalized banners
It strips out pointless repetition and surfaces only the real benefits you'll welcome, fresh every moment.
Ad-fatigue GuardClick quality ↑ · fatigue ↓Cart, benefit & budget optimization
It calculates items, coupons, benefit points, shipping and budget together to suggest the best combination to buy now.
Bundle OptimizerAOV ↑ · cart abandonment ↓Approval-based autonomous buying
AI prepares price tracking, repurchase, subscriptions and coupons; the shopper approves in one tap.
1-Tap Agentic CheckoutRepurchase recovery · repeat conversion ↑Recommendations you can trust
Why this product, which benefits were applied, and by when to approve — in plain language.
Trust ContractRecommendation trust ↑ · approval rate ↑An AI that remembers the whole journey
It understands search, comparison, cart, budget, subscription and repurchase history as one context to make the next step shorter.
Long-Term MemoryFelt personalization ↑ · return visits ↑Price & stock monitoring
A shopping assistant that prepares ahead — not just alerting you to price drops, restocks and hot deals on saved items.
WatcherMissed opportunities ↓ · satisfaction ↑Continuous omnichannel experience
A shopping experience whose context never breaks, wherever you start — mobile, web, app or in-store kiosk.
Cross-SurfaceDrop-off ↓ · LTV ↑OPERATOR AI · CONSOLE
An operator’s screen shouldn’t be a mere ‘chart’ —
it should be where decisions are made.
Dashboards that only show metrics are over. Meet AXCommerce's unified operations system: from recommendations to final approval, the Decision Trail and a real-time activity feed — all on one screen, showing every step of a business decision at a glance.
Proposal queue · 3 today — click to see the decision flow
Swap home main banner + adjust search ranking
Proposed · Insight AgentEst. +12% CTRLow risk
Auto-executable12 evidence1-click rollback
Extend 10% discount on appliances (3 days)
Proposed · Pricing AgentMargin impact -1.8%Medium risk
Human approval requiredPolicy check passed
Send VIP-segment exclusive coupon
Proposed · CRM AgentSend to 7,420Est. GMV +420M
Compliance OKA/B split
Decision Trail · live
14:01Insight Agent Detected a CTR-decline window · 12 evidenceDone
14:01Plan Agent Generated 4 banner/ranking responsesDone
14:02Trust Gate Low risk → auto-execution approvedAuto-approved
14:02Execute Agent Deployed banner swap + ranking re-sortRunning
14:02Self-Healing CDN cache invalidation delayed → redeployedRecovered
14:03Learn Agent Registered CTR response as a learning candidateLogged
14:05Pricing Agent Analyzed appliance demand elasticity · 9 evidenceDone
14:05Plan Agent Generated 3 discount/duration scenariosDone
14:06Trust Gate Margin impact −1.8% → added to approval queueHuman approval
14:08Lee Jung-woo Approved 10% · 3 days · margin guard setHuman decision
14:08Execute Agent Updated appliance price tableRunning
14:09Learn Agent Logged margin-vs-conversion patternLogged
14:02Plan Agent Generated 4 responses · 12 evidenceDone
14:02Trust Gate Added 1 approval card to queueHuman approval
14:03Lee Hee-seon Approved VIP coupon · send time moved to 16:00Human decision
14:03Execute Agent Ran WF-2841 · loaded 7,420 recipientsRunning
14:03Self-Healing SMS timeout → switched to fallbackRecovered
14:04Learn Agent Registered pattern as a learning candidateLogged
Eight shifts for operators
One sentence of intent → execution plan
Auto-decomposes "find why sales dropped and respond" into KPI checks, root-cause analysis, action plans, risk review and an approval request.
Intent DecompositionShorter analysis→execution lead timeOperate across autonomy levels L0–L4
From human approval to a low-risk-auto / high-risk-approval split, all the way to self-evolution — expanded step by step.
Trust LevelsSafe automation scalingApproval queue & Decision Trail
See evidence, expected effect, alternatives, risk and rollback in one card — approve, edit, reject or take over.
Approval CardPrevents rubber-stamping · audit ↑Self-Healing Workflow
Failed workflows get root-cause diagnosis, recovery attempts, alerts, and — on repeated failure — automatic structural-improvement proposals.
Auto RecoveryFaster incident response ↑100 ops apps on the same Shell
Pricing, marketing, settlement, compliance, page builder and deal slots all share the same conversation·approval·trust·activity structure.
Universal App ShellTraining cost ↓ · operational consistency ↑Results feed the next plan
After execution it measures KPIs and feeds effective patterns into the next campaign, pricing and recommendation plans automatically.
Closed-Loop LearningCumulative, not one-off, improvementCost & budget guard
Tracks LLM tokens, API cost and campaign budget in real time and stops just before overrun. Settlement is an automatic report.
FinOps GuardFewer budget-overrun incidents ↓Compliance & audit readiness
Every decision, execution, approval and rollback lands in the audit log automatically — GDPR, PIPA and EU AI Act support by default.
Built-in ComplianceAudit prep time ↓ · risk ↓SELF-EVOLUTION
One successful decision becomes excellent fuel for the next strategy.
AXCommerce precisely analyzes the outcomes (KPIs) of every execution pattern to find the 'optimal evolution model'. It then applies only the proven essence — through a rigorous 5-stage validation process — as the new default for the next campaign.
STAGE 01
Proposed
Pattern candidates are generated automatically from execution results. Not yet active.
Evidence accrualSTAGE 02
Approved
The operator reviews evidence, expected effect and rollback plan, then approves.
First human gateSTAGE 03
Shadow
Runs in the background exactly like production to compare results — a safe validation method with zero impact on customers.
Risk-free validationSTAGE 04
Canary
Applied to a limited segment. KPIs, anomalies and CS signals are monitored.
Small-scale exposureSTAGE 05
Active
Promoted to the default pattern once KPI evidence is met; auto-withdrawn if it falls short.
KPI verifiedUNIVERSAL APP SHELL
Spin up unlimited ops apps — same Shell · Trust · Activity.
Any operations Agent App runs on the same conversation·approval·trust·activity shell. Learn it once, and you can operate all 100-plus apps the same way.
Every app shares the same shell.ConversationApprovalTrustActivity
Pricing
Marketing
Settlement
Compliance
Page Builder
Deal Slots
Inventory
Support
Fulfillment
Curation
Promotion
Reviews
Membership
Recommendation
Subscription
Ads
Supply Chain
+MoreOps Agent Apps on the same shell100+ AND COUNTING