MarketDataAgent Engine

A unified execution layer for marketing data, industry tasks, and AI Agents.

PlatformEst. 2025

Agent OS

Multi-agent orchestration

Autonomous intelligenceand adaptive controlfor industry growth

SharpWave Resonance applies an Agent OS-like technology base to real business scenarios: data capture, task design, content generation, campaign optimization, channel coordination, customer conversion, and review loops.

Platform

A unified AI infrastructure that integrates data, reasoning, memory, tools, and execution.

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Agents

Specialized AI workers that collaborate across advertising, distribution, service, and operations.

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Architecture

The intelligent agentsystem that reducesoperational complexity

MarketDataAgentEngine uses marketing-data structure as its base layer, Agent task loops as the middle layer, and industry application services as the output layer. It connects design, orchestration, and execution so complex growth workflows become planned, reviewable, and iterable operations.

Interface Layer

Industry entries, customer collaboration, and service pages

01

Agent Layer

Autonomous task execution and multi-agent collaboration

02

Reasoning Engine

Strategy, campaign review, and task planning

03

Memory & Context

Ads, content, leads, conversion, customer, and channel data

04

Tool Execution

Campaign, quote, distribution, content, and support actions

05

MarketDataAgentEngine

Version 1.0

Capabilities

Key featuresand benefits

Template-native Agent OS capabilities mapped to SharpWave's AI applications, advertising, distribution, and enablement services.

Multi-Agent Orchestration

Research, Sales, Support, and Automation agents collaborate around real business tasks.

Research
Sales
Support
Automation

Contextual Memory

Ads, content, leads, customers, channels, and conversion records become reusable context.

67%

context utilization

Adaptive Reasoning

Execution strategy adapts by sector, customer, channel, product, and service requirements.

Parse Intentdone
Select Strategydone
Retrieve Contextdone
Analyze Dataactive
Generate Outputpending

Enterprise Security

Permissions, logs, human approval, and boundaries keep AI execution controlled.

AuditApprovalScope

Universal Integrations

Connections for ad platforms, content platforms, distribution channels, CRM, spreadsheets, and APIs.

AdsCRMShopGameAIGCAPI

Agents

Specialized AI forevery workflow

01 /
ResearchAgent
ResearchAgent

Autonomous researchthat drives decisions

Scans industry, customer, channel, and competitor signals and turns messy information into structured decisions.

02 /
DesignAgent
DesignAgent

Transform requirementsinto campaign systems

Converts requirements, creative direction, and channel rules into content strategy, campaign assets, and review fields.

03 /
SalesAgent
SalesAgent

Personalized outreachfor industry customers

Supports customer profiles, quote coordination, follow-up records, and conversion actions.

04 /
SupportAgent
SupportAgent

Intelligent resolutionwith full context

Builds reusable service knowledge around AIGC, AI compute, gaming virtual goods, and related service scenarios.

05 /
AutomationAgent
AutomationAgent

Multi-step executionacross every system

Connects ads, content, distribution, spreadsheets, support, and project-management tools into multi-step workflows.

How It Works

From idea to production in four steps.

An Agent OS workflow expression kept close to the template.

01

Define Your Workflow

Map customers, product or service offers, ad channels, distribution paths, and approval boundaries.

02

Connect Your Stack

Connect advertising, content, lead, customer, order, channel, and internal collaboration data.

03

Set Boundaries

Define agent permissions, human approval gates, data scope, and executable task actions.

04

Deploy & Monitor

Execute and review inside SocialAdsScale, GameCardScale, AIComputeScale, TechNest, and related scenarios.

Use Cases

AI Agents forIndustry Growth

Serving AIGC, ecommerce, gaming, social networks, creator media, and AI-service customers.

01AIGC apps and tools
02Ecommerce and consumer brands
03Gaming and virtual goods
04Social advertising
05Creator-media operations
06AI compute and services
AIAgent-driven operations
3Representative service lines
2Technology and enablement tracks
24/7Online service entry

Start buildingwith SharpWave

For AIGC, ecommerce, gaming, social-network, creator-media, and AI-service companies exploring cooperation, technical enablement, or project execution.

Contact

SharpWave Resonance Tech (Shanghai) Co., Ltd.

Building 6, Unit J 1288 Yecheng Road Jiading District, Shanghai, 201800

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