03 · AI & Automation
AI for sales & customer support connected to real company processes
An AI agent becomes useful when it answers from controlled sources, can prepare an action and knows when to hand the conversation to a person.
Capabilities
What the project includes.
natural-language search
alternatives and recommendations
controlled order drafts and changes
contextual operator handoff
How we measure whether it works
How we measure whether it works.
We track grounded-answer rate, resolution, correct escalation, errors and time saved.
We start with process, data and exceptions—the technology follows the diagnosis.
How we work
From diagnosis to real use.
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.
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.