Agent Orchestration

Transforming AI from a tool to a business infrastructure.

Connecting internal data and business processes,
AI business execution platform to guide AI utilization into enterprise operations

Using AI in business operations
More realistically

While the use of generative AI and AI agents is expanding, companies are facing new challenges in their business applications, such as data access, governance, and cost management.
Agent Orchestration integrates with the data integration platform "HULFT Square" to enable integration with internal data, integration with business processes, and control and operational management of AI agents. It provides an "AI business execution platform" that enables companies to utilize AI.

Why isn't RAG's accuracy improving?<br/>Rethinking the use of generative AI from the perspective of "data quality"

What companies need is AI operation with a focus on "post-implementation" scenarios.

The adoption of generative AI and AI agents is progressing rapidly. Their use is expanding not only to improve individual work efficiency, but also to enhance overall organizational productivity and sophisticated decision-making.
On the other hand, as the applications of AI expand, companies are increasingly required to consider "how to integrate it into their operations" and "how to operate it continuously."
What will be important going forward is not simply using AI as a tool, but developing it as a foundation that can be utilized across the entire organization in conjunction with business processes and data.

Data and governance challenges hindering company-wide utilization.

  • Internal data and business operations
    Can't connect
    The difficulty in integrating AI with internal company data and business processes hinders its full-scale implementation.
  • Application know-how
    Cannot be stored
    AI utilization becomes dependent on individual users, and know-how and prompts for its use are not accumulated within the organization.
  • Use of AI
    Uncontrollable
    The more AI and costs involved, the more difficult it becomes to understand and manage the operational status.

A new AI platform connecting internal data and business processes.

Agent Orchestration integrates the construction, execution, and operation of AI agents, linking them with internal data and business processes. It provides an "AI business execution platform" that enables companies to utilize AI.

  • Internal data
    Safe use of AI
    アクセス制御を維持したまま社内データをAIエージェントから活用。
    
HULFT Squareとの連携により、業務に必要な情報へ安全にアクセスできます。
  • AI utilization by department
    Centralized management
    業務や部門ごとにAIエージェントを作成し、利用者は必要なエージェントを選択するだけ。
    
AI活用を組織で共有しながら、全社で統制された運用を実現します。
  • Governance of AI utilization and
    Optimize costs
    利用する生成AIモデルやAIエージェントを一元的に管理。
    
利用状況やコストを可視化しながら、継続的で効率的なAI運用を支援します。
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Features that support AI agent operation

AI agent function
Create a custom AI agent for your business without coding.

部門やユースケースごとにAIエージェントを作成。

利用モデルや関連ドキュメント、実行アクションなどを画面から設定できます。

Related Documents Feature
Leveraging AI for internal documents

By linking manuals, regulations, and business documents, the AI agent can refer to the necessary information and provide answers.

Action function
Execute business processes and data utilization using AI.

You can register actions such as configuring integrations with databases and external services, and executing HULFT Square scripts. This allows the AI agent to perform business processes and access data.

Model Provider Function
Operate by leveraging the existing AI utilization environment.

Customers can register the generation AI models they have contracted and are currently using, and select the model to use for each AI agent.
You can leverage your existing AI environment while using different models depending on the application, cost, and security requirements.

Usage scenarios

SCENE 01 Internal Inquiry Handling

社内規定やマニュアル、過去の問い合わせ履歴などを横断的に参照し、問い合わせ内容に応じた回答を生成。

担当部門への連携や承認フローにも対応できるため、回答品質を維持しながら問い合わせ対応業務を効率化できます。

Image of handling internal inquiries

SCENE 02 Sales and Performance Analysis Support

SFAや基幹システムのデータをもとに、売上状況や業績データを収集・整理。

集計やレポート生成までを一連の業務として実行でき、分析業務の効率化や情報共有の迅速化を支援します。

Image related to sales and performance analysis support.

SCENE 03 Streamlining Application and Approval Processes

経費申請や契約申請などの業務において、内容確認や規定照合を支援。

重要な処理には人による承認を組み合わせることで、統制を維持しながら業務負荷の軽減につなげます。

Image regarding the streamlining of application and approval processes.

SCENE 04 Automated execution of routine tasks

既存の業務スクリプトやシステム連携処理を活用し、データ取得や通知、レポート生成などの定型業務を自動化。

日常的に発生する繰り返し作業を効率化し、運用負荷の軽減や業務スピード向上を支援します。

Image of automated execution of routine tasks
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Support for the introduction and utilization of agent orchestration.

We provide support not only for the implementation of Agent Orchestration, but also for its integration with internal data and its integration into business processes.
We will support you every step of the way, ensuring that AI is not just a tool, but becomes an integral part of your business operations, enabling continuous use.

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      To customers using HULFT Series products