AI for sales and support
Product, price and availability answers, natural-language search, alternatives, history-based recommendations and controlled order completion or modification.
02 · AI & Automation
AI and automation that produce verifiable work—not just answers.
We build assistants for customers, sales, teams and management, connected to products, inventory, procedures and internal systems, with confirmation and human handoff for sensitive decisions.
Capabilities
What we can connect and implement.
Conversational WhatsApp
WhatsApp Business API, text, voice and images, catalogue, quick links, confirmations and notifications, with operator escalation.
Internal and management AI
Assistants for representatives and management, natural-language business questions, daily reports and intelligent risk or opportunity alerts.
Knowledge and control
Knowledge connected to procedures and data, feedback improvement only after review, roles, audit, AI documentation and compliance support.
Intended outcome
A clearer system, not another tool.
- 01answers grounded in identified sources
- 02sensitive actions separated from information
- 03context-rich human handoff
- 04controlled learning instead of automatic memory
How we work
In stages that can be validated before they become expensive.
Diagnostic
We understand the problem, processes, data, people and the real cost of friction.
Prioritisation
We separate required infrastructure from useful features and choose a verifiable first stage.
Implementation
We build, integrate and introduce the solution gradually into real operations.
Measurement
We track adoption, quality, risk and commercial or operational outcomes.
Projects and evidence
The method becomes credible when it can be seen in projects.
Frequently asked questions
AI & Automation
Can the agent place orders?
It can build a draft and initiate an approved flow. Confirmation and final validation depend on operational risk.
Is WhatsApp required?
No. The interface can be WhatsApp, web, an internal app or a combination, based on where the conversation already happens.
Does AI learn by itself from employees?
Feedback may create knowledge candidates, but publication should remain reviewed, versioned and auditable.
Services
Do you have a problem that crosses several systems and teams?
Send the current context, tools in use and desired outcome. The first step is to clarify the problem, not to sell a feature list.