AI Agents / AI & LLM SOLUTIONS
AI agents with clear tasks and boundaries
An agent can help perform a sequence of actions, but it needs limits your business understands. We design agents around a defined workflow, approved tools and explicit conditions for involving a person.
Clear scope · Practical execution · Connected delivery
RAVIAN / ASSISTANT CONCEPT
Can you help me find the right next step?
I’ll check the approved information and guide you through the options.
Approved sources
Defined permissions
Human handoff
ILLUSTRATIVE CONCEPT · NOT A CLIENT RESULT
Request → Retrieve → Review
Useful intelligence, with a clear role and boundaries.
THE OPPORTUNITY
Start with the task. Design for the exceptions.
01
Scattered knowledge
Connect approved sources to a defined use case.
02
Unreliable answers
Test quality, context and escalation paths.
03
Unclear permissions
Keep actions and access within agreed boundaries.
Control actions as well as answers
The scope identifies which records the agent can read or change, how it should handle uncertainty and which actions require approval. Testing includes errors, incomplete data and repeated requests.
HOW WE WORK
A clear route from idea to implementation.
01
Define
Agree the task, data sources and success criteria.
02
Prototype
Review a working example with realistic scenarios.
03
Validate
Test quality, access controls and human handoff.
04
Operate
Document ownership, monitoring and ongoing costs.
THE AGREED DELIVERABLES
What we can build together
01
Task and permission mapping
02
Tool and application integration
03
Human review for sensitive actions
04
Run logging and exception handling
BEFORE WE BEGIN
Clear responsibilities. A useful handover.
Model/API usage, hosting and third-party subscriptions are explained separately. Human review is included wherever the agreed task needs it.
We confirm deliverables, dependencies, responsibilities and review points before implementation. Your proposal defines the agreed work.
BEFORE YOU START
Questions before you start
Can an agent act without review?
Only for the explicitly approved actions and conditions defined in the project.
Related services
n8n Automation
Connect this work with the next part of your customer journey.
API and AI Integrations
Connect this work with the next part of your customer journey.
Business Knowledge Assistants
Connect this work with the next part of your customer journey.
YOUR NEXT STEP
Let’s plan your next step
Interested in AI Agents? Tell us what you want to achieve, what is already in place and where you need support.
Prefer email? info@ravianenterprises.com