Projects and capability cases

Show how AI enters the business through visible workflows and evidence.

Focus on the business challenge, AI enablement path, core deliverables, and key capabilities in each scenario.

Industrial inspection · AI and equipment

Xigu AI lights-out semiconductor inspection

Connect agent orchestration, equipment control, knowledge, and identity in an inspection workflow.

Core value

Agents, equipment, knowledge, and identity can be designed around one inspection task.

AI enablement path

01
Design a nine-system collaboration architecture
02
Focus on agent, equipment, knowledge, and identity capabilities
03
Design routing, permissions, logs, and mutual-exclusion control

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Business challenge

Inspection tasks, protocols, SOPs, image judgment, and reporting need a common operating loop.

Core deliverables

System architecture and capability scope
Phase-one end-to-end loop
Knowledge/RAG and equipment-control design

Key capabilities

System collaboration architecture
Phase-one end-to-end loop
Knowledge engine and equipment-control modules

Modern agriculture · Sensing, alerts, and field operations

Smart agriculture management platform

Connect weather, soil, equipment, crop conditions, and field tasks so distributed data becomes an actionable growing workflow.

Core value

Agricultural IoT data, agronomic knowledge, and field work can form a continuous monitor-decide-act-feedback loop.

AI enablement path

01
Unify plot, device, environment, and crop records
02
Design metric monitoring, anomaly alerts, and agronomic knowledge assistance
03
Convert alerts into assignable, confirmable, traceable field tasks

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Business challenge

Plots, sensors, field records, and workforce scheduling are fragmented; anomaly detection depends on manual inspection and practical knowledge is difficult to reuse.

Core deliverables

Agricultural operations dashboard
Plot and device monitoring map
Alert, work-order, and field-record workflow

Key capabilities

Environmental metrics and trends
Plot-device status and anomaly records
Field-task assignment and completion feedback

Agricultural fintech · Data governance and risk support

Agricultural credit and operating assessment platform

Build traceable operating profiles around agricultural businesses, production cycles, fulfillment history, and risk events.

Core value

Authorized multi-source operating data can support risk identification and business assessment with explicit provenance and human review.

AI enablement path

01
Model business entities, production inputs, transactions, and fulfillment data
02
Configure interpretable risk factors, rules, and exception verification
03
Design access control, provenance, human review, and audit records

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Business challenge

Agricultural operating data is fragmented, seasonal, and inconsistent, making sustained operating capacity and fulfillment history difficult to evaluate.

Core deliverables

Agricultural operating credit profile
Risk-factor and assessment workbench
Verification, review, and audit workflow

Key capabilities

Source and freshness records
Risk-factor explanations and human-review status
Assessment versions and operating audit logs

Customer service · Knowledge answers and ticket collaboration

Intelligent AI customer service platform

Connect enterprise knowledge, conversation understanding, intent routing, ticket handling, and human agents through one service entry.

Core value

AI can handle frequent questions and collect context, while transferring low-confidence or complex conversations to human agents.

AI enablement path

01
Organize a citable, maintainable service knowledge base
02
Design intent detection, answer generation, and confidence boundaries
03
Connect human takeover, ticket assignment, quality review, and conversation replay

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Business challenge

Service channels are fragmented, repeated questions consume agent time, and knowledge updates and complex handoffs lack a shared record.

Core deliverables

Intelligent customer-service entry
Knowledge and answer operations console
Human takeover and ticket collaboration flow

Key capabilities

Answers with source citations
Human-takeover and ticket states
Conversation QA, knowledge gaps, and iteration records

Cross-border commerce · Product workflow

AoristCross

Organize direction, artwork, mockups, copy, publishing data, and supplier material as an agent workflow.

Core value

Product sources can form a continuous chain from direction and content to publishing and supplier delivery.

AI enablement path

01
Design a product-preparation agent flow
02
Structure product, image, and supplier material
03
Preserve export and collaboration history

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Business challenge

The preparation chain is long and repeated copying creates version drift.

Core deliverables

Reusable product-production flow
Titles, descriptions, tags, and publishing fields
Supplier delivery package

Key capabilities

Product-workflow interfaces
Publishing fields and product-data structure
Supplier-material organization

Commercial content · Presentation delivery console

Easy PPT

Connect requirements, outlines, page content, visual prompts, preview approval, and export management.

Core value

Content production can manage requirements, approval, versions, and final export in one delivery flow.

AI enablement path

01
Design the requirement-to-export flow
02
Add project history and preview approval
03
Retain one-off delivery as reusable templates

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Business challenge

Commercial presentation delivery needs version, approval, export, and feedback control.

Core deliverables

Project requirements
Editable outline
Page content and delivery package

Key capabilities

Requirement, outline, and page-content interfaces
Preview approval and export flow
Project artifact history

Visual creation · Workbench and operations

Veo AI

Unify image, video, style transfer, canvas, task history, and credit operations.

Core value

Generation tasks, creative assets, and resource use can be managed through one operating surface.

AI enablement path

01
Design creator and operator workbenches
02
Unify progress, previews, and consumption records
03
Organize user, tenant, plan, and task configuration

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Business challenge

Creation tools, tasks, assets, credits, and operational configuration are fragmented.

Core deliverables

Visual creation workbench
Image, video, and canvas projects
Task queue and generation history

Key capabilities

Creation workbench
Task queue and asset previews
Operations interface with illustrative numeric values

Legal services · Intelligent operations

AoristLawer

Organize filing, retrieval, timelines, issues, risk analysis, and report production.

Core value

Sensitive sources can move through permission-controlled retrieval, analysis, review, and report preparation.

AI enablement path

01
Design case-material and legal-retrieval flows
02
Support multi-role agent collaboration
03
Use local-first and permission-control principles

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Business challenge

Large sensitive legal source sets need permissions and audit across search, analysis, collaboration, and output.

Core deliverables

Retrieval and matter filing
Evidence index and fact timeline
Analysis and reporting flow

Key capabilities

Matter filing and retrieval interfaces
Evidence index and fact timeline
Analysis and reporting flow (not legal advice)

Digital life · Pet wearables

PETPLANET

Build a digital-life record for each pet and connect continuous activity, location, and wellness data from wearable devices.

Core value

Pet identity, device data, and long-term companionship records can form one continuous digital-life timeline.

AI enablement path

01
Create a digital identity and life record for each pet
02
Connect pet wearables, data synchronization, and device management
03
Organize activity, location, wellness trends, and meaningful life events

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Business challenge

Daily condition, wellness changes, and shared memories are fragmented across devices and moments, making long-term understanding and preservation difficult.

Core deliverables

Pet digital-life profile
Wearable connection and management entry
Activity, location, and wellness trend views

Key capabilities

Pet identity and life-timeline interface
Device pairing and data-sync flow
Activity, location, and wellness records

Research support · Strategy workbench

STOCKCHOOSE

Organize sources, industries, strategy filters, valuation comparison, watchlists, and exports.

Core value

Research support can use repeatable filters, comparison, and replayable records.

AI enablement path

01
Organize data and industry classification
02
Design rules-based filters and comparison tables
03
Retain filter, sort, and export history

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Business challenge

Research data, filter rules, and exports are fragmented and hard to replay.

Core deliverables

Stock universe and industries
Strategy filter table
Valuation and export records

Key capabilities

Industry and stock-universe interfaces
Filter and valuation comparison tables
Watchlist and export records (not investment advice)

Cross-border storefront · Brand and GEO

ETHER ORIENT

Align brand, page architecture, product narrative, FAQs, structured data, and AI discovery.

Core value

Brand, site structure, product content, and GEO can operate as one content system.

AI enablement path

01
Design brand and site framework
02
Shape Shopify home, brand, collection, and product pages
03
Configure structured data, GEO content, and quotable blocks

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Business challenge

A storefront needs a coherent brand-to-product structure that remains legible to generative search and AI crawlers.

Core deliverables

Brand and tone framework
Core page architecture
Product narrative, FAQ, and quotable blocks

Key capabilities

Brand and page framework
Product narrative and FAQ structure
GEO and structured-content design

Game development · Content and playable prototype

Youdou Night Journal

Use AI to structure world, characters, narrative, data, and prototype tasks, then validate with play.

Core value

Structured content, data tables, development tasks, and a playable prototype can form one validation chain.

AI enablement path

01
Structure world, chapters, characters, and quests
02
Convert content into tables, asset lists, and development tasks
03
Validate combat and UI feedback in a playable prototype

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Business challenge

Design, data, asset, code, and test records must stay aligned through rapid iteration.

Core deliverables

World and chapter documentation
Character, enemy, card, and item tables
Combat rules, balance tables, and playable prototype

Key capabilities

Design documents and data tables
Asset and development-task lists
Playable prototype

Start with your real workflow.

Prepare your current workflow, core friction, and expected result so Aorist can assess the product combination and delivery path.

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