AI GOVERNANCE

AI guardrails for production agents

We add control layers to your AI agents: domain boundaries, output filters and validations that prevent hallucinations and out-of-policy answers.

AI guardrails for production agents

AI guardrails matters when you need to control what a production agent answers in real time, not just document AI policies. Before selecting tools, we define the journeys, data and decisions that must remain 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 decision sessions, verifiable releases and documentation so progress stays visible.

We hand over code, repositories, configurations and documentation in accounts owned by your company. You can therefore audit, evolve or change supplier without relying on private access or licences.

We add control layers to your AI agents: domain boundaries, output filters and validations that prevent hallucinations and out-of-policy answers. That is why we prioritise a maintainable, measurable solution ready to evolve without rebuilding its foundations.

THE CHALLENGE

The challenge of AI guardrails

an unbounded agent can give wrong or risky answers

  • Unvalidated AI outputs

    Models produce plausible but wrong answers that nobody reviews before using them.

  • Sensitive data exposed to models

    Sending internal information to AI services without control can leak data and breach compliance.

  • Undetected bias and hallucinations

    Without verification rules, systematic errors spread into business processes unnoticed.

APPROACH

How we fix controlling the output of production agents

We move forward with measurable decisions and releases that already add value.

  1. Identifying risk points

    We map where AI touches data, decisions or communication to locate the points to protect.

  2. Defining guardrails and rules

    We set input limits, output validations and human review criteria per use case.

  3. Implementing technical controls

    We apply filters, thresholds and checks that block or escalate out-of-policy responses.

  4. Continuous monitoring and tuning

    We log incidents and metrics to tighten or relax rules based on observed behavior.

DELIVERABLES

What AI guardrails leaves ready

We deliver an operational foundation your team can govern and keep improving.

  • AI risk map

    Inventory of points where AI acts with the risk level and protection needed at each.

  • Documented guardrails guide

    Clear, applicable input, output and human review rules per use case.

  • Operational technical controls

    Implemented filters and validations that block or escalate non-conforming outputs.

  • Monitoring protocol

    Recorded metrics and incidents with criteria for continuous rule adjustment.

TRUST

Technology applied to real operations

We design domain boundaries, source validation and filters that keep the agent within policy.

  • Scope, assumptions and risks visible before the project is committed.
  • Integrations, permissions and data designed for real operations.
  • Reviewable releases before the solution reaches the whole organisation.
  • Code, configuration and documentation under your company's control.

FAQ

Questions about AI guardrails for business

Have a project in mind?

Tell us what you need around AI guardrails for business. We will help you turn it into a clear, viable delivery plan.