Solutions
AI Agents & Assistants: prepare, recommend and execute within clear limits
Teams lose hours searching for information and repeating the same tasks. Scoped assistants and supervised agents help — but the line matters: an assistant recommends or prepares, while an agent executes certain authorized actions. Both stay inside defined permissions, with human validation and full logging.
Who it is for
- Teams that need fast answers from their own knowledge and data
- Operations that want repetitive drafting, classification or triage supported
- Companies ready to let AI trigger a few specific, authorized actions — supervised
- Leaders who want AI help without ungoverned automation
Problems we observe
- Information is scattered and slow to find
- Repetitive drafting, summarizing and classification tie up your team
- People hesitate to let AI act because the limits are unclear
- Ad-hoc AI use leaves no trace and no oversight
The solution we build
We build scoped assistants that search your authorized data, prepare responses, summarize and classify — and, where you choose, supervised agents that trigger controlled actions. Permissions, human validation gates and logging define exactly what each one can and cannot do.
What it looks like in practice
Knowledge search
Answers drawn from your authorized documents and data, with sources.
Drafting and summarization
Prepared replies and summaries for a person to review and approve.
Classification and triage
Incoming items sorted and routed to the right place.
Supervised action agents
Agents that execute pre-authorized actions within defined limits.
How it works
Scope
Define the tasks, the data and the actions each assistant or agent may touch.
Design
Set permissions, human validation gates and fallback behavior.
Build & connect
Develop the assistant/agent and connect it to authorized sources.
Supervise & improve
Monitor quality and actions, then refine the scope over time.
Works with your systems
- Connects to authorized data sources and tools through available APIs
- Access is limited to the scope and permissions you define
- Actions available to an agent are an explicit, confirmed list
- Nothing outside the defined permissions is accessed or executed
Human control, security and traceability
This is the heart of the offer. An assistant recommends or prepares and a person decides; an agent executes only pre-authorized actions, within permissions, with human validation gates on anything consequential. Every recommendation and action is logged and auditable.
What you get
- A scoped assistant and/or supervised agent
- A permission model and explicit action list
- Human validation checkpoints
- Logging and audit trail
- Documentation and team handover
Frequently asked questions
What is the difference between an assistant and an agent?
An assistant recommends or prepares — a person decides and acts. An agent can execute certain pre-authorized actions on its own, within defined permissions and with logging and oversight.
How is this different from a custom AI solution?
Agents and assistants are a specific category of intelligent interface and automation. A custom AI solution is a full bespoke application or system, which may include an assistant among other components.
Can an agent act on its own?
Only within an explicit, confirmed list of authorized actions, inside its permissions, with human validation on consequential steps and a full audit trail.