MAXLAKER Agent Product Overview

01At a Glance

Product tier: L4 · Infinite Extension
Service form: Custom service · project-based delivery
Technical foundation: AIHub + Knowledge + Studio + GEO
Delivery flow: 4 steps · POC first
Deployment: Your designated environment (private supported)
Industries: E-commerce / Gaming / Short drama / General enterprise

02Positioning

The “final delivery form” of the MAXLAKER full-stack product line — for e-commerce, gaming, short-drama, and general enterprises, building dedicated AI agents on the in-house four-layer technical foundation.

What it is

Industry-specific AI agent customization: full-lifecycle support from requirements analysis and POC validation through delivery and ongoing operations.

What it is not

Not “pure outsourcing” — it directly reuses the MAXLAKER in-house four-layer stack; not standard SaaS — it deeply fits your unique business and systems.

Where it sits

The “infinite extension” layer (L4) of the stack, combining connectivity, knowledge, creation, and growth into your dedicated agent.

03Service Overview

MAXLAKER Agent is the final delivery form of the MAXLAKER full-stack product line: when standard products can't fully cover your unique business, we craft a dedicated AI agent on the in-house four-layer technical foundation.

The essential difference from “pure outsourcing” is the foundation: the agent directly reuses MAXLAKER AIHub's model connectivity (40+ models with unified access & billing), MAXLAKER AIKnowledge's enterprise knowledge (governed, auditable, trustworthy supply), and MAXLAKER AIStudio's content capabilities (multimodal generation), and can reach customers through MAXLAKER AIGEO — capabilities with a foundation, delivery with standards, results that are verifiable.

04Core Value

Foundation reuse

Reuse AIHub's connectivity & billing, Knowledge's trusted knowledge, Studio's multimodal creation, and GEO's growth reach — lower cost, higher stability.

Controlled risk

POC first — validate value at minimum cost before scaling, avoiding big-bang trial-and-error.

Deep fit

Integrate ERP / CRM / OA and existing data — delivering an application that truly belongs to your business.

Long-term support

Monitoring, evaluation, and continuous iteration keep the agent evolving with your business — delivery is not the endpoint.

05The Four-Layer Foundation

Foundation product	Capability it gives the agent
MAXLAKER AIHub (L1)	Multi-model access, unified billing & authentication — the agent's “compute & connectivity”
MAXLAKER AIKnowledge (L2)	Enterprise knowledge governance & trusted supply — the agent's “brain & memory”
MAXLAKER AIStudio (L3)	Text-to-image / video multimodal creation — the agent's “expression & output”
MAXLAKER AIGEO (L3)	AI search visibility & growth — the agent's results reaching and converting customers

06Service Process (4 Steps)

Requirements discussion: deep understanding of business flows, pain points, and goals — defining the agent's role and boundaries;
Solution design & POC validation: technical design on the four-layer foundation, then a small-scale POC to validate value at minimum cost;
Development & delivery: industry agent development, business-system integration, deployment to your designated environment;
Continuous operations & iteration: monitoring, evaluation, and ongoing iteration as the business evolves.

07Core Capabilities

Requirements analysis & solution design: scenario decomposition combining industry know-how with AI technology;
Industry agent development: dedicated assistants for specific industries, business process automation, multi-system integration hubs;
Business system integration: connect existing ERP / CRM / OA / knowledge bases and more;
Continuous operations & iteration: POC first, quantifiable results, long-term support.

08Unique Advantages

In-house four-layer foundation: the biggest difference from outsourcing — the agent is built on our own product stack, with a foundation for capability and standards for delivery;
Industry know-how: scenario libraries and best practices across e-commerce, gaming, and short drama — solutions that aren't “paper talk”;
Trustworthy knowledge supply: inheriting Knowledge's governance and audit — agent answers carry evidence, traceable, hallucination-curbed;
Multimodal expression: inheriting Studio's text-to-image / video — the agent doesn't just “talk”, it produces content;
Growth loop: GEO pushes agent-produced content to AI users — forming a production-to-growth closed loop;
Flexible deployment: delivered to your designated environment, with deployment and operations evaluated around your intranet, permissions, and existing systems.

09Who It's For

E-commerce sellers & brands

Customer-service agents, product research, and product-content automation — efficiency and conversion together.

Game studios

NPC dialogue, worldview knowledge management, asset production pipelines — multiplied content throughput.

Short-drama & content studios

Topic planning, storyboard generation, promo automation — significantly shorter production cycles.

Traditional enterprises in digital transformation

Policy Q&A, process automation, cross-system data assistants — putting AI into real business flows.

Growth-stage companies adopting AI fast

Leverage the mature four-layer stack — full capabilities without building AI infrastructure from scratch.

10Use Cases

E-commerce: product research, product content generation, customer-service agents;
Gaming: NPC dialogue, worldview knowledge management, asset production pipelines;
Short drama: topic planning, storyboard generation, promo content automation;
General enterprises: policy Q&A, process automation, cross-system data assistants;
Customer service: Knowledge-powered service agents with evidenced, auditable answers and seamless human handoff;
Internal digital workers: cross-ERP / CRM / OA process automation assistants that replace repetitive tasks and free up staff.

11FAQ

What is MAXLAKER Agent?

It is our AI agent customization service built on the in-house four-layer stack: dedicated AI applications tailored to your business processes.

How is it different from buying SaaS?

SaaS solves generic problems; Agent customization deeply fits your business processes, integrating with internal systems and data to deliver an application that truly belongs to your enterprise.

How does a project proceed?

The standard flow: requirements discussion → solution design & POC validation → development & delivery → operations support. POC first — validate value at minimum cost before scaling.

How are timeline and cost estimated?

They depend on scenario complexity, with no one-size-fits-all figure; we keep POC small-step validation to lower your decision risk.

How is data security ensured?

Delivery is deployed to your designated environment and can be evaluated around your intranet, permissions, and existing systems; specific data-processing boundaries follow the project plan and written agreement.

How does it relate to the four-layer products?

Agent is the final delivery form: it reuses AIHub's model connectivity, Knowledge's enterprise knowledge, and Studio's content capabilities, then reaches customers through GEO — the in-house advantage that sets MAXLAKER customization apart from pure outsourcing.