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AI and LLM Solutions / AI & LLM SOLUTIONS
Make AI useful to your business.
AI is most useful when it has a specific job and reliable information. We help assess where assistants, language models and intelligent workflows can support your team, then build a limited, testable solution.
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.
Choose the use case before the model
The project begins with the task, source material and acceptable outputs. Model choice, running costs and data handling are considered alongside accuracy, review needs and integration requirements.
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
AI opportunity and workflow assessment
02
Chat and knowledge assistant development
03
Model and application integrations
04
Evaluation and handover documentation
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
Will AI replace our whole team?
That is not the project assumption. We define where assistance is useful and where people remain responsible.
Related services
AI Chatbots
Connect this work with the next part of your customer journey.
AI Agents
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 and LLM Solutions? Tell us what you want to achieve, what is already in place and where you need support.
Prefer email? info@ravianenterprises.com