Enterprise AI application development,More than one chat interface
Kumo designs and develops enterprise AI applications around real business tasks: built on Tencent Cloud ADP Agent, Workflow, knowledge base and tool invocation, delivered to users via WorkBuddy or a custom workbench, and run in a compliant Tencent Cloud production environment.
What is developed is not a dialogue window, but a set of work closed loops
The value of enterprise AI applications lies in the ability to understand the task, obtain the correct context, invoke authorized tools, and return the results to the real business process. The interface is just the outermost layer.
Only solve "Q&A"
- Provide common capabilities around open dialogue
- Context relies primarily on temporary user input
- Usually not directly responsible for business operations
- Lack of acceptance criteria for enterprise tasks
Complete "complete work tasks"
- Closed-loop design around clear users, tasks and work
- Connect authorized enterprise knowledge, data and systems
- Configure manual review, exception handling and auditing
- Continuously assess performance, operational and business metrics
Four layers of development capabilities, covering application to production
Kumo not only develops intelligent agents, but is also responsible for connecting applications to enterprise context, system actions and production governance systems.
Business and Product Design
Sort out users, tasks, processes, rules and acceptance methods, and design application roles, interaction methods and manual collaboration boundaries.Scenario and requirement definition · Prototype and interaction design · Business rules sorting
Agent and Workflow development
Design agent roles, steps, states and tool calls based on ADP so that AI can understand, judge and perform tasks.Agent design and development · Workflow orchestration · Model and prompt engineering
Knowledge and system integration
Connect enterprise knowledge, databases, APIs, MCP, OA, ERP, CRM and other systems to participate in real processes with clear authority.Knowledge governance · Connector development · Identity and permission configuration
Evaluation online and operation
Establish an operating mechanism for effectiveness, safety, cost and business indicators, complete Tencent Cloud production deployment and continue optimization.Testing and evaluation · Production deployment · Application operation iteration
FDE-driven development process
The requirements will not be frozen once at the beginning of the project, but will gradually converge through real user verification after the value boundaries are clarified.
business discovery
Sort out processes, people, systems, data and indicators to determine whether it is worth developing.
Decision-making: Whether the goal, owner and minimum scope are establishedProduct and Architecture Design
Design work closed loop, application interaction, Agent, Workflow, knowledge and system connection.
Decision-making: How the app works, who uses it, and reviewsBuild and verify
Develop a minimum usable version, build a test set, and let real users complete the complete task.
Decision: Whether the effect, experience and risks support going onlineLaunch and operation
Complete the closed loop of production deployment, permissions, monitoring and feedback, and continue to optimize and expand.
Decision: How to run stably and replicate to more scenariosTypical application forms
From assisting knowledge work to executing cross-system processes, projects can be escalated based on business risk and technical complexity.
| Application form | what problem to solve | Typical abilities |
|---|---|---|
| Knowledge Assistant and AI Workbench | Help employees find, analyze, write, summarize and make decisions while retaining sources and permissions | Business analysis · Product knowledge · Plan and report generation |
| Intelligent review and process collaboration | Drive complex tasks to the next node based on rules, evidence and manual review | Material review · Information extraction · Cross-system collaboration |
| Customer service, sales and operations assistant | Connect customers, products, historical interactions and business actions to assist the front line in completing services | Customer service assistance · Sales follow-up · Operational analysis |
| Industry Digital Employees | Encapsulate industry knowledge and work processes into applications for professional positions | Industry knowledge · Standard process · Calling of professional tools |
Application development FAQ
What does enterprise AI application development include?
Usually includes business and product design, Agent and Workflow development, knowledge base, tool and system connection, identity permissions, effect evaluation, security governance, production deployment and continuous operations.
Do I have to use WorkBuddy as the portal?
uncertain. It can be delivered through WorkBuddy, or it can use a custom web page, an enterprise WeChat portal, or be embedded into an existing system, depending on the user scenario and system conditions.
How to choose your first development scenario?
Prioritize processes with high frequency, clear responsible persons, good data conditions, measurable results and controllable risks, and first verify a minimum work closed loop.
Does Kumo provide post-launch maintenance and operations?
supply. Kumo will track usage, effects, exceptions and business indicators, continuously optimize knowledge, processes, models and interactions, and support scenario expansion.