AI & GenAI solutions
LLM & RAG Solutions
Useful answers start with the right source.
We design retrieval systems that connect language models to approved company knowledge. People can see where an answer came from, while permissions and document ownership remain part of the design.
Miami leadership. Delivery with Klizo Solutions.
HOW THE WORK TAKES SHAPE01 / 03
✳LLM & RAG Solutions
01Gather the source material
02Prepare the knowledge
03Design the answer flow
01
Answers tied to sources
02
Private knowledge access
03
Fewer repeated searches
04
A maintainable library
What the engagement can include
The parts that
make it useful.
We design retrieval systems that connect language models to approved company knowledge. People can see where an answer came from, while permissions and document ownership remain part of the design.
Content preparation
Search and retrieval
Access controls
Answer evaluation
Knowledge maintenance
A practical example
From question
to working result.
This is the shape of an engagement, adjusted around your current team, systems, and the first outcome worth delivering.
- 01
Gather the source material
Identify what is current, useful, and permitted for each audience.
- 02
Prepare the knowledge
Clean, split, label, and index content for retrieval.
- 03
Design the answer flow
Define citations, refusals, access, and fallback behavior.
- 04
Evaluate with real questions
Measure whether the system finds the right material and uses it well.
- 05
Plan ongoing updates
Give content owners a way to replace stale information.
Responsibility stays visible.
A strong RAG system says when it cannot find enough support. High-impact answers still need an accountable person.
Choosing the right scope
Use the approach
the work deserves.
A well-organized search experience can be better when users need exact documents rather than generated answers.
WHAT WE REVIEW WITH YOU
Models, company knowledge, APIs, databases, communication tools, and the systems your team already uses.
Operations teamsCustomer supportSales organizationsKnowledge-heavy businessesMulti-location companiesSoftware products
How we work
A clear way
to move forward.
Each phase produces something your team can inspect. Decisions, assumptions, and responsibilities stay in the open.
- 01
Find the useful task
- 02
Set rules and review points
- 03
Build and test with real examples
- 04
Watch, learn, and improve
Miami Web Designs + Klizo Solutions
Strategy close by.
Delivery that goes deep.
Joey Ricard and Juan Granda lead the client relationship from South Florida, backed by Klizo Solutions’ broader design, engineering, and delivery team.
We can connect the thinking, interface, technology, and ongoing work instead of leaving you to coordinate disconnected specialists.
Meet the people behind the workBefore you get started
Good
questions.
Bring the current setup, the rough idea, or the part that keeps getting stuck.
Ask usWhat does LLM & RAG Solutions work usually include?
The exact scope follows the problem, but common parts include: RAG architecture, Content preparation, Search and retrieval, Access controls. We define the useful first outcome before deciding how much belongs in the engagement.
How should we start LLM & RAG Solutions work?
We begin with the current situation, the people involved, and the result you need. Then we identify the first decision, workflow, or deliverable worth making concrete.
Can you work with our existing team and tools?
Yes. We review the people, systems, permissions, and working habits already in place. That can include models, company knowledge, APIs, databases, communication tools, and the systems your team already uses.
How long will the work take?
Timing depends on scope, access, feedback, and the number of systems or stakeholders involved. We outline a focused first phase and its dependencies before giving you a delivery plan.
What do you need from our team?
We need an accountable contact, access to relevant people and materials, timely decisions, and honest examples of the current work. We keep requests proportionate to the phase.
What happens after the first release or handover?
We agree on ownership, documentation, support, and the signals that should trigger another change. Ongoing work is scoped around a real need, not assumed automatically.
A useful first conversation
Tell us what needs to work.
We’ll help shape the next move.
You do not need a finished brief. Show us the current process, the goal, and what has made it difficult so far.
Start the conversationA rough idea is enough to start.