ENTERPRISE RAG
Enterprise RAG: corporate knowledge with AI
We build retrieval + generation on your real sources, with permissions, quality evaluation and data governance.
Enterprise RAG: corporate knowledge with AI
An enterprise RAG implementation matters when you need a multi-source governed RAG hub, not only a SharePoint connector. Before selecting tools, we define journeys, permissions, data and supervision criteria so the agent operates under your company's control.
We work from Barcelona and Madrid and remotely with teams across Spain, Europe, LATAM and the United States. The process combines discovery, access hardening, verifiable releases and operational documentation.
We hand over code, repositories, configurations, skills and documentation in accounts owned by your company. You can audit, rotate credentials or change supplier without lock-in.
We build retrieval + generation on your real sources, with permissions, quality evaluation and data governance. That is why we prioritise a governable, measurable agent ready to evolve without rebuilding its foundations.
THE STARTING POINT
The challenges around an enterprise RAG implementation
The value of an enterprise RAG implementation depends on a design that serves operations and governance, not only a demonstration.
Scope is too vague
When knowledge is scattered and answers are unreliable, the project fills with exceptions and operational risk. Agreeing the priority journey stops us building the right solution for the wrong problem.
Permissions and secrets lack governance
Without defined accounts, secrets and least privilege, the agent is either exposed or blocked. We design auditable access from the first deployment.
No evolution criteria
A first release with no metrics or accountable owner soon stalls. We leave traceability so improvements can be prioritised with evidence.
HOW WE WORK
From need to answering from corporate sources
We sequence technical and governance decisions so the first release is useful and maintainable.
Understand operations
We map users, data, channels and constraints to define how an enterprise RAG implementation must fit daily work.
Design limits and handoffs
We validate what the agent may do alone, when it escalates to people and which systems are the source of record.
Build and integrate
We connect official APIs, configure skills/workflows and test the highest-impact cases with controls.
Release and measure
We put the solution into operation, measure the outcome and prioritise the next improvement for answering from corporate sources.
WHAT YOU GET
What an enterprise RAG implementation leaves ready
We deliver an operational foundation your team can govern, measure and continue to evolve.
Working agent or operation
an enterprise RAG implementation ready for the agreed journeys and reviewed before wider adoption.
Integrations and permissions
Connections, systems of record, secrets and limits documented so operations do not rely on informal knowledge.
Code and configuration
Repositories, skills and configuration under your company's control, transferable to another team.
Evolution plan
Metrics, accountable owners and a prioritised backlog after the first release.
EXPERIENCE
Technology applied with governance
We design RAG with evaluation, permissions and explicit sources of truth.
- Scope, assumptions and risks visible before the deployment is committed.
- Least privilege, secrets and systems of record defined from the design stage.
- A measurable first release before expanding channels or departments.
- Code, configuration and documentation under your company's control.
FAQ
Questions about enterprise RAG
Have a project in mind?
Tell us what you need around enterprise RAG. We will help you turn it into a clear, viable delivery plan.