Choose a focused task
Identify where language or reasoning capabilities could help, and where conventional software remains the better fit.
CodeWavee service / AI agents & integrations
AI agents & integrations
We help teams explore AI agents and model integrations for focused tasks, with clear boundaries, human review, and practical paths back to existing systems.
How it works
A considered path from first conversation to launch.
Define boundaries
Specify the agent's inputs, permitted actions, review points, and conditions for handing work back to a person.
Connect and evaluate
Integrate the required models and systems, then review behavior against representative tasks and edge cases.
Introduce with oversight
Plan how people supervise the capability, handle exceptions, and decide what should improve over time.
What we build
Core capabilities for the work ahead.
AI-powered product features
Add focused AI functions to a product where they support a clear user need.
Agent-assisted workflows
Assist with bounded multi-step work while keeping permissions and review points explicit.
LLM and API integrations
Connect model capabilities to product services and APIs where the use case calls for it.
Human review and escalation
Provide paths for people to review uncertain cases and handle work outside the agent's scope.
Who it is for
Built around the teams doing the work.
Product teams
For teams evaluating AI capabilities for an existing or planned product. Start with a clear user need and decide where AI adds value to the experience.
Operations teams
For groups exploring help with repetitive tasks involving text or structured decisions. A bounded task makes it easier to define review and escalation.
Service and support teams
For teams organizing information and assisting staff while preserving human judgment. AI features can support people without owning every customer decision.
Technical teams
For teams connecting model capabilities to existing services. Define access, permitted actions, and fallback behavior as part of the integration.
What responsible AI integration supports
Keep AI focused on a useful task, with clear limits and people involved where they matter.
Tie each AI capability to a specific user or workflow need.
Set limits on what the system can access and change.
Make it clear when a person should verify or take over a task.
Connect AI features to the product and systems where they belong.
About this service
AI agents & integrations
AI agents and model integrations can help with focused tasks that involve language, classification, or coordinating information. They are not the right answer for every product problem, so the use case should be evaluated before choosing an approach.
We help define the task, connect relevant model capabilities, and design boundaries around access and actions. Human review and escalation paths remain part of the product where a decision needs context or accountability.
FAQ
Common questions.
What is an AI agent useful for?
An agent can assist with a bounded task that involves interpreting information or coordinating steps, provided its permissions and review points are clear.
How do people stay in control?
The product design can include approval steps, restricted actions, escalation paths, and review before consequential changes are made.
Can an agent use our existing systems?
We can assess the available APIs and access boundaries, then plan which systems an agent may read from or act on.
Do all product problems need an AI agent?
No. We first assess the task and may recommend a conventional workflow or product feature if it is simpler and more predictable.
Related work
See this kind of work in practice.
SupportMate AI
An AI-powered customer support assistant designed to answer common customer questions using approved business information and help support teams manage incoming enquiries.
DocuSense
An AI-powered document search and summarization solution designed to help professional teams retrieve relevant information from uploaded documents without manually reviewing entire files.
Fofo
An AI-powered personal organization platform that helps users capture, organize, search and understand saved content across different sources.
Ready to get started?
Let’s talk about your AI agents & integrations project.
We’ll help you define a practical next step for your team.
Start a conversation ↗