We map your friction, build the knowledge base, activate assistants by area and automate flows. Inside your existing tools.
We guide you with quick questions and give you the next clear step.
Filter before moving forward. If your company recognizes itself in any of these signals, keep going. If not, we'll point you to another service.
Operational AI hits on two fronts. The diagnosis defines which to solve first.
Friction lives with the team: coordination, knowledge, approvals and execution.
Signals
The client feels the friction: how you respond, how you follow up and how you handle them.
Signals
Most companies have friction on both fronts. What varies is priority. The diagnosis decides which to solve first based on urgency, availability and impact.
A system over your real operation, not generic modules.
Operational friction map. Identification of friction points, dependencies and risk, with priority across both fronts. Without agreed scope, no implementation. The output is a 30/60/90 roadmap.
Single source of truth for your company. Information structured by area (policies, procedures, formats) with permissions. Without this, the assistants have nothing to operate on.
AI that answers from your company, not from the internet. Assistants by area with rules, authorized sources and Human-in-the-Loop. They answer from your documents. What requires judgment escalates to the right people.
The repetitive work, without depending on someone remembering. Approvals, requests, document generation, routing, reminders and standardized responses. Flows stop living in WhatsApp and become process with records.
The system gets operated, not abandoned. Usage metrics, flow adjustments, knowledge base improvements and a prioritized backlog. AI, processes and the business change. The system evolves with that or becomes obsolete.
Clear limits avoid misunderstandings. These scopes are not in the base plan.
Building systems or apps from scratch belongs to Custom Software.
We connect modern tools. Integrations with legacy systems are quoted separately.
We define SLA and real hours. Unlimited availability isn't honest.
Onboarding for the key team and documentation. No recurring training for all staff.
Active Human-in-the-Loop. AI executes with rules and sources; your team validates the critical work.
We need access to documents, processes and people. Without that, there's no system.
Each phase has a concrete deliverable. We don't move to the next without validating the previous one.
We map friction, dependencies, risk and priority across fronts, with interviews of the people in charge.
30/60/90 roadmap with agreed scope for Phase 1.
Document structure, permissions by area, initial knowledge folders and access to tools.
Operational knowledge base with defined permissions and minimum documentation.
Assistants built, automations configured and channels connected within the ecosystem your team already uses.
Working assistants, active automated flows and technical documentation.
Metrics, adjustments to flows and assistants, knowledge base updates and a prioritized backlog.
Monthly report with cycle improvements and next month's backlog.
Situation
HR, support or management answering the same questions daily.
System
Knowledge base by area + assistant with authorized sources + permissions by role.
Operations
The team queries the assistant; people step in only when judgment is at play.
Situation
Approvals, requests and reports that live in WhatsApp or email, without traceability.
System
Automated flow with steps, approval tiers, records and notifications.
Operations
The request enters, gets routed by type and amount, and stays recorded with date, owner and context.
Situation
Quotes whose follow-up depends on the rep remembering.
System
Commercial flow with stage-by-stage follow-up, reminders and a heads-up to the rep when they need to step in.
Operations
The system handles follow-up; the rep enters at the close and the negotiation.
Situation
Frequent client questions that always reach the same team, answered from scratch each time.
System
Product/service knowledge base + first-contact assistant + escalation to human.
Operations
Frequent queries get answered immediately; the team receives only what needs human attention.
We publish the price so you arrive at the WhatsApp conversation with clarity.
Initial setup
Covers diagnosis, knowledge base, assistants, automations and go-live. Value depends on the number of areas, flows and integrations.
Monthly operation
Covers metrics, adjustments, knowledge base updates and improvement backlog. It's the layer that keeps the system useful as your company changes.
We guide you with quick questions and define the scope and real cost of your case together.
No. A chatbot answers from a decision tree or from what the model "believes". The system operates on your documents, with your rules and authorized sources. It has structure, governance and metrics, and runs processes.
No. We don't teach you to implement AI, we implement it. It's an implementation and monthly operations service. Your team participates in the process and operates the result, without having to learn technical tools.
ChatGPT is a good starting point, but each session starts from zero, you paste the context and it can invent. The system has a permanent knowledge base by area, permissions and answers from authorized sources (RAG): if the info isn't there, the assistant says so. It adds your rules and automations. ChatGPT can be one of the engines; the system is the operation around it.
ChatGPT can be one of the engines. The system is the entire operation around it.
No. We implement inside what you already use: Microsoft 365, Google Workspace, Teams, corporate email, WhatsApp.
That's why Human-in-the-Loop exists. The system works with sources and rules; what needs validation goes through review before execution. What requires judgment escalates to the right person.
Before the diagnosis we sign a confidentiality agreement as the first step. Then we define permissions by area. Your information isn't shared with third parties or used to train external models.
Diagnosis sessions with the people in charge, process validation and review per phase. It doesn't take a full day, but it does require attention at key moments. If you can't, it's not the right time.
A sponsor with decision power, reference people per area, access to current documents (even if disorganized) and to the tools in use. The diagnosis sorts out the rest.
Operations continue month to month as long as there's value. If the system reaches a mature point and you prefer to operate with autonomy, we plan the transition and full documentation. No forced commitments.
Each month you get real metrics: adoption, response times before and after, queries resolved without escalation, active automations and cycle improvements. If something isn't working, the backlog resolves it.
Yes. Integrations with standard tools (Teams, email, Zendesk, basic CRMs, forms) are in the normal scope. Complex ones with legacy ERP are quoted separately.
Even better. SharePoint, Copilot and Teams are already a base for knowledge, assistants and collaboration. If you don't yet have the digital infrastructure organized, that's the first step. See Workplace Digital.
Yes. For strict privacy or regulatory compliance, we work with local models or controlled infrastructure. It's evaluated in the diagnosis.
Based in Ecuador. We operate remotely for companies across Latin America. 100% digital implementation.
The diagnosis is the first step. We map your situation, define which front to solve first and give you clear scope before committing to anything.
Chat on WhatsAppFirst conversation, no cost. We tell you the next step based on your real operation.