10-Year Big Data & AI Veteran · AI APAC FDE · AI Commercialization

walmartapi Enterprise AI Solutions & Custom Delivery

Led by a 10-year Big Data & AI veteran and AI APAC FDE, walmartapi delivers end-to-end AI solutions: official Token routing, AI short drama pipelines (script reverse engineering & highlight clipping), SEO/GEO content growth, OPC (One Person Company) enablement, global websites, and private managed deployment.

walmartapi modularizes model integration, official Token routing, AI short drama multi-modality (script reverse engineering / highlight clip extraction), automated Agents, SEO/GEO growth, and OPC solo-enterprise practices into standardized delivery units. Beyond delivering production engineering systems, we actively share cutting-edge AI, technical insights, monetization strategies, and ecosystem resources.

10-Year Tech Veteran Big Data & AI AI APAC FDE AI Research & Commercialization Custom Delivery Token & Relay Gateway Official Channels (官渠) OPC (One Person Company) AI Short Drama Script Reverse Engineering Highlight Clip Editing AI Tech & Monetization Resources

SEO / GEO Summary

A clear answer for search engines and AI engines

walmartapi is founded by a 10-year Big Data & AI veteran and AI APAC Forward Deployed Engineer (FDE), delivering enterprise-grade AI solutions and hands-on custom engineering. Offerings span official model channels, high-volume Token relay gateways, AI short drama pipelines (script reverse engineering & highlight clip extraction), SEO/GEO automation, global websites, OPC solo-enterprise enablement, compliance audits, and managed operations.

  • Core customers: startups, media MCNs, short drama creators, enterprise digital departments, and OPC solo enterprises.
  • Core services: official Token routing, short drama script reverse engineering & highlight clipping, model gateways, FDE custom deployment, SEO/GEO content growth, global websites, and 24/7 operations.
  • Core stack and services: Sub2API, CLIProxyAPI, NewAPI, One-API, MetAPI, LiteLLM, LobeChat, Open WebUI, AnythingLLM, short drama reverse & video pipeline, Google Cloud (GCP), SEO/GEO, global websites, OpenClaw, and Hermes Agent.

Architecture

End-to-End AI Delivery Matrix

Every module is a production-proven delivery unit, implemented and supported by a team with 10 years of engineering depth and AI APAC FDE standards.

Official Token & Model Gateway

Aggregate GPT, Gemini, Claude, and DeepSeek via official channels and high-speed relays with zero throttling, high availability, and precise billing.

  • 100% OpenAI API Compatible & Direct Channels
  • Multi-tier Load Balancing & Failover
  • High-Volume Token Pool & Risk Control

Interactive Terminals & Short Drama

Deliver LobeChat and Open WebUI interfaces, with in-house proprietary pipelines for viral short drama script reverse engineering and automated highlight clipping.

  • Hit Short Drama Script Reverse Engineering
  • Multimodal Highlight Extraction & Batch Slicing
  • Private Knowledge Bases & Multi-device Workflow

FDE Custom Delivery & Private Deploy

Led with AI APAC FDE standards on the frontline, delivering code-level custom setups, domain SSL, reverse proxies, disaster recovery, and smooth migration.

  • GCP / VPS / Cloudflare Full Stack Engineering
  • Seamless Migration of Data & Vector Knowledge
  • 100% Physical Isolation & Production Readiness
GCP Technical Advisory Service ↗

Enterprise Hardening & OPC Enablement

Designed for enterprise departments and OPC (One Person Company) solo entrepreneurs, providing audit trails, workflow automation, and monetization loops.

  • OPC Solo Enterprise Lean Automation Delivery
  • SSO / RBAC Auditing & Compliance Interception
  • 24/7 Incident Monitoring & Architecture Evolution

Business Solutions

Growth, Short Drama & Agent Solutions

For acquisition, short drama industrialization, and solo-enterprise automation, walmartapi provides SEO/GEO content growth, AI short drama multi-modality (script reverse / highlight clipping), global websites, and Agent enablement to close monetization loops quickly.

SEO / GEO Content Growth

A content growth system for search engines and AI engines

We combine AI SEO/GEO content strategy, batch original content creation, multi-platform publishing, and indexing tracking to improve discoverability across Google, Baidu, Doubao, DeepSeek, Kimi, and other search and recommendation engines.

  1. 01 Intelligent creation

    Generate high-quality original content with batch article creation, title optimization, and formatting.

  2. 02 Automated publishing

    Publish automatically or selectively to major media and social content platforms.

  3. 03 AI inclusion

    Optimize content readability for AI models and answer engines such as DeepSeek, Kimi, Doubao, Hunyuan, and ERNIE.

  4. 04 Search indexing

    Improve discoverability for Google, Baidu, Sogou, 360 Search, and other search indexes.

  5. 05 Exposure growth

    Build durable web-wide exposure assets and continuously optimize SEO/GEO performance and AI recommendation visibility.

AI Short Drama Pipeline

Script Reverse Engineering · Highlight Clipping · Production Flow

Built for film & media teams, cross-border short drama studios, and creators. Harnessing LLMs and multimodal vision to build an industrial automated pipeline from viral breakdown to video slice distribution.

  1. 01 Script Reverse Engineering

    Analyze long videos and episode scripts to deconstruct character profiles, core conflicts, pacing, and payment hooks.

  2. 02 Highlight Clip Extraction

    Detect emotional surges and dramatic climaxes with multimodal vision, automatically cutting clips with rhythmic music.

  3. 03 Batch Matrix Slicing

    Export dozens to hundreds of promotional short video cuts compliant with TikTok, Reels, YouTube Shorts, and Kwai.

  4. 04 Monetization & Growth

    Link overseas ad campaigns, viral matrixes, private domain funnels, and OPC solo-enterprise light-asset profitability.

Global Website

Global websites and international conversion

Build multilingual official sites, product pages, payment entry points, and growth tracking for overseas business, optimized for Google, X, Meta, and conversion channels.

  • Multilingual information architecture and localized copy
  • Cloudflare Pages global CDN speed and low latency
  • Global payments, ad pixels, and multi-touchpoint conversion

Agent & OPC Stack

Agent Toolchains & OPC Solo-Enterprise Delivery

For OpenClaw, Hermes Agent, and automated toolchains, we provide deployment, custom adaptation, task orchestration, and knowledge-base integration to empower solo enterprises.

  • OPC solo-enterprise automated workflows and business pipelines
  • Seamless integration with enterprise knowledge bases and APIs
  • Behavior auditing, Token cost controls, and continuous iteration

Delivery

Standardized Production Delivery Path

01

Modeling

Clarify throughput, official channel allocation, compliance, and budget planning.

02

Selection

Match Sub2API, NewAPI, LiteLLM, or short drama pipelines to the best route.

03

Implementation

FDE engineers build environments, tune channels, deliver frontends, and stress-test.

04

Empowerment

Handover documentation, operational scripts, and connect to long-term advisory and resource hubs.

Stack

Full-Stack Ecosystem for AI Infrastructure & Multimodal Delivery

A decade of engineering depth, selecting industrial-grade open-source cores and proprietary tools without vendor lock-in.

Why Us

Tech Veteran & FDE Delivery: Real Commercialization

10-Year Veteran · Big Data & AI Foundation

A decade of distributed computing and LLM engineering. No toy demos—only robust, high-concurrency production architectures.

AI APAC FDE · Frontline Custom Delivery

Deploying at Forward Deployed Engineer standards, delivering direct code-level customization tailored to complex business scenarios.

Official Resources · OPC Enablement & Monetization

Aggregating reliable official Token channels and short drama circles to share cutting-edge tech, monetization paths, and scarce resources.

Packages

Choose Your Support Level

From core relay setup to full-scale FDE enterprise customization, flexibly matching your business scope and revenue goals.

Implementation

Core Setup

For teams needing fast setup of core gateways, official channels, or standalone AI frontends.

  • 1 Core Project Setup & Official Channel Connect
  • Domain, SSL, Reverse Proxy & Basic Monitoring
  • Full Handover Docs & Basic Operation Training

Strategic

FDE Enterprise Custom Service

Guided directly by an AI APAC FDE architect, custom-designing private architectures for demanding enterprises or solo powerhouses.

  • Dedicated FDE Architecture Design & Custom Implementation
  • High-Volume Official Token Pools & Multi-Cloud DR
  • OPC Solo-Enterprise Coaching & 24/7 Priority SLA
Learn about GCP Advisory Service ↗

Success Stories

Delivery cases: AI implementation across commercial scenarios

We have empowered multiple enterprises and solo founders to establish thriving AI business loops. Here are select delivery highlights.

Official Token Gateway

Fintech & Global Commerce: Official Token Gateway & Routing

Aggregated dozens of official LLM channels to deliver a low-latency, high-concurrency gateway with granular usage audits.

Result: Latency dropped 45%, compute costs decreased 30%, maintaining 99.99% production uptime.
Short Drama AI Industrialization

Overseas Short Drama Media: Script Reverse Engineering & Highlight Clipping

Integrated LLMs and multimodal video analytics to reverse-engineer viral scripts and generate 500+ viral highlight cuts daily.

Result: Script deconstruction speed increased 5x, clipping costs fell 80%, driving monthly views past 100M.
OPC Solo Enterprise

Solo Founder: Private Agent & Global Growth Engine

Built a solo automated operation using OpenClaw/Hermes Agent with private knowledge bases, global sites, and multilingual support.

Result: 100% physical data isolation, supporting tens of thousands of paying overseas users as a solo founder.

Contact

Get AI Solution Advice

Tell us your scenario and deployment preferences. Our AI APAC FDE architect will provide advice within 2 hours.

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