The starting point
Attention teams with volume, repetition and multiple sources of response.
AI AGENTS · COMPANIES
Assist responses, classification and monitoring with authorized knowledge and human scale.
For whom
The starting point
Attention teams with volume, repetition and multiple sources of response.
Responding quickly doesn’t help if the answer is inconsistent, outdated, or doesn’t know when to scale.
We connect validated knowledge, intent, tone, traceability and derivation rules.
What we build
Method
Objective, process, people, sources and constraints.
Value, viability, risk and capacity for adoption.
A delimited pilot, evaluated and connected with the real work.
Training, responsible, metrics and continuous improvement.
DUBTE BACK
Let’s start with a repeated task, the sources available and the result you want to review. In a free video call we can assess if you need an agent, a service or simply better order the process.
Human Gates
We define what sources the system can use, what decisions it must scale, and what actions require human approval. We measure quality, exceptions and utility before expanding autonomy.
A REAL TASK IS THE BEST BRIEF
You can send us an example, the approximate volume and how it is reviewed today. No need to share sensitive data to make a first assessment.
FAQ
For a conversation about the process and the expected outcome. Then we check knowledge, data, people, risks and available tools.
We select and connect the technology that best fits the company environment. The tool is a decision after scope and criteria.
Each project defines authoritative sources, tests, metrics, accountability and Human Gates before publishing, submitting, changing data or making sensitive decisions.
Let’s talk
Tell us the context, even if the challenge is not yet fully defined. One person in the team will respond to understand and value the first step.
hello@karmina.ai