Agent development services,Based on Tencent Cloud ADP
ADP is of Tencent Cloud AI PaaS products. Based on ADP, Kumo provides Agent design, Workflow orchestration, enterprise knowledge base, tool/API/MCP access, model access, testing and evaluation, release management and Tencent Cloud production deployment services.
ADP is a development and orchestration platform, not an end-user portal
ADP is located at the development, orchestration and governance layer of the enterprise AI technology system; WorkBuddy is located at the usage and application hosting layer of AI SaaS. Only by clear layering can we avoid equating platform configuration with business availability.
| Hierarchy | affordability | Kumo service content |
|---|---|---|
| User and application portal | WorkBuddy, custom workbench or existing business system | Usage planning, application delivery, permissions, training and adoption operations |
| Development and orchestration platform | Tencent Cloud ADP: Agent, Workflow, knowledge base, tools, evaluation and release | Application design and development, system connection, evaluation management and continuous optimization |
| Enterprise connectivity layer | API, MCP, database, OA, ERP, CRM and internal systems | Connector development, data access, identity permissions and audit boundaries |
| cloud infrastructure | Tencent CloudCompute, Storage, Database, Networking and Security Resources | Resource planning, environment deployment, security configuration, cost optimization and operation and maintenance |
| Kumo delivers assets | Scenarios, connectors, knowledge rules, measurement sets and delivery methods | Precipitate reusable assets and copy them to more processes and departments |
From agent design to production release management
Kumo designs the ADP capability portfolio around the real tasks of the enterprise, so that intelligent agents can be developed, connected, evaluated, and operated.
Agent design and development
Define agent roles, task boundaries, prompts, tool permissions, and human collaboration.Roles and Objectives · Tips and Rules · Multi-Agent Collaboration
Workflow orchestration
Break down complex business into traceable, verifiable, and reusable execution steps.Process nodes · Conditions and status · Exceptions and rollbacks
Enterprise knowledge base
Access documents, systems, product information, cases and business knowledge and establish an update mechanism.Knowledge classification · Retrieval and sources · Knowledge governance
Tools/API/MCP access
Connect enterprise systems and external capabilities to allow AI to complete actions within authorized scope.API connector · MCP tool · Business system linkage
Model access and strategy
Select models, call strategies, degradation methods, and cost controls based on the task.Model selection · Routing strategy · Cost and effect balance
Testing, evaluation and release
Establish evaluation set, release process, version management and operation monitoring.Evaluation set · Grayscale and release · Monitoring and rollback
ADP development delivery organized by FDE
Platform capabilities will be transformed into usable enterprise applications only after the business goals, system constraints and acceptance methods are clear.
Clarify applications and constraints
Confirm users, tasks, data, systems, permissions, and business metrics.
Output: application blueprint, interface list, evaluation directionOrchestration and connection
Develop Agents, Workflows, Knowledge Bases, Tools and System Connectors.
Output: Runnable application and connected assetsTesting and Reviews
Use real tasks and boundary use cases to verify effectiveness, security, and stability.
Output: evaluation set, risk list, online recommendationsPublishing and Governance
Complete production release, monitoring, feedback, version optimization and scene replication.
Output: production application, governance mechanism, iteration planProduction-grade agents must be evaluable, traceable, and reversible
Kumo regards evaluation management as part of development, rather than as a temporary supplement before going online.
Effect evaluation
Establish questions, answers, evidence, and business results measurement criteria around real-world tasks.Task completion rate · Answer accuracy · Sources and evidence
Security and Permissions
Control the boundaries of knowledge, data, tools and system operations, and retain necessary manual review.Permission isolation · Sensitive operation review · Auditing and logging
Operation and cost
Monitor models, processes, system calls, exceptions, delays and resource costs.Operation monitoring · Exception handling · Cost optimization
Agent Development Services Frequently Asked Questions
What is Tencent Cloud ADP?
ADP is Tencent Cloud's AI PaaS product. It is a platform capability for enterprise-level intelligent agent development, orchestration, connection, evaluation, release and governance.
What is the difference between ADP and WorkBuddy?
ADP is a development orchestration and governance platform; WorkBuddy is an AI SaaS that hosts the AI usage portal for users and teams. Kumo can develop applications based on ADP and deliver them through WorkBuddy or other portals.
Does Kumo provide API or MCP access?
supply. Kumo can develop connectors based on enterprise system conditions to access API, MCP, database, OA, ERP, CRM or other business systems.
How does an ADP project move into production?
After clarifying the business goals and acceptance methods, Kumo will complete development, evaluation, permissions, security, monitoring, release and operation and maintenance, and combine Tencent Cloud resources to form a production environment.