Knowledge assistants
Answers grounded in procedures, documents and verified sources.
We connect models to your documents, CRM, ERP and business rules. Critical decisions require human approval, and every action leaves a trace.
First we find repetitive effort, delays and decisions that can be supported better. Only then do we select technology, data and the right level of control.
Answers grounded in procedures, documents and verified sources.
Repeatable tasks, rules, decisions and movement of data.
Structured data from files, messages and forms with quality control.
Connections to CRM, ERP, email, databases and internal applications.
AI proposes; a person decides wherever the stakes are high.
We define what may be processed and where it may go.
Important actions, rule versions and output sources are recorded.
Limits, usage monitoring and architecture without surprise bills.
Map the workflow, data sources, rules and highest-value opportunity.
Build a small working version using realistic examples.
Connect the solution to company systems and policies.
Check quality, time and cost, then improve what works.
These are examples, not promises without analysis. We begin with a concise diagnosis of your workflow.

Read, classify and transfer information to the right system.
Find grounded answers in procedures and documentation.
Collect data, explain changes and prepare summaries.
Categorise, enrich and route work to the right team.
Cost depends on data quality, integrations, risk and required control. First we verify whether automation makes business sense.
Find a process to automateWe begin with data boundaries, permissions and retention rules. Tool selection follows those requirements.
It does not have to. Critical steps can always require explicit human approval.
Yes, when the system offers a suitable API or another secure exchange mechanism.
We provide scope and cost after process analysis. A prototype and a production integration are different engagements.
Show us a repetitive process. We will say plainly where AI helps—and where it does not.