AI & Intelligent agents
Agents that work. Not demos.
We build AI systems and agents that take over real processes in your company: document processing, support ticket triage, automatic reporting, monitoring and integrations with the systems you already have.
What it means
AI software that works instead of you
An intelligent agent is not a chatbot with pre-built answers. It is a software process that receives an input, understands context, makes a decision and executes a set of actions, just like an employee, but without breaks and without fatigue errors. We build agents that integrate with your ERP, CRM, email inbox or any API you already have, and that deliver auditable results: you can see at any time what the agent decided, why and what it produced.
What we deliver
Concrete solutions on real processes
Automatic document processing
Data extraction from invoices, contracts, forms and any structured or semi-structured document. Validation, classification and forwarding through the workflow.
Support triage and response
Agents that read tickets, classify them by urgency and subject, automatically reply to standard requests and escalate what requires human attention.
Automatic reporting and synthesis
Collecting data from multiple sources, generating periodic reports, executive summaries and automatic distribution. No manual export, no copy-paste.
Intelligent monitoring and alerting
Agents that track processes, KPIs or systems and send contextual alerts when something deviates from normal, with explanations, not just numbers.
ERP, CRM and email integrations
We connect agents to existing systems: SAP, Odoo, HubSpot, Salesforce, Microsoft 365, Google Workspace or any system with an available API.
Agentic OS and multi-agent flows
For complex processes that require coordination between multiple specialized agents: an orchestrator distributes tasks, collects results and makes higher-level decisions.
How we work
From process to working agent
- 01
Process audit
We identify the process that costs the most time or generates the most errors. We document steps, exceptions and decision rules, concretely.
- 02
Rapid prototype
We build a minimal functional version, on real data, in a few weeks. You can see what the agent does before we go further.
- 03
Integration and testing
We connect the agent to your systems, test on real volume, adjust the logic and validate that the results are correct and auditable.
- 04
Launch and monitoring
We go to production with active monitoring. We track performance, error rate and team feedback. We iterate fast when something unexpected appears.
Why usorit
Applied AI, not demonstrated AI
Focused on real processes
We do not build dead-end proofs of concept. Every project starts from a process that costs time or money today and has a measurable result.
Auditable and transparent
Every agent decision is logged. You know what input it received, what it decided and what it produced. Not a black box, a colleague that leaves paper trails.
Integration with what you already have
We do not ask you to change your ERP or CRM. We build agents that fit into the existing workflow, with minimal disruption for the team.
Maintenance included
AI models update, APIs change, processes evolve. We stay alongside and update the agents, we do not disappear after delivery.
Frequently asked questions
Do we need special infrastructure for AI?
No. We work with existing infrastructure or cloud, depending on your needs. You do not need to buy new servers or change your cloud provider.
How long does it take to build a working agent?
A functional prototype on a simple process can be delivered in three to four weeks. A fully integrated agent, tested on real volume, usually takes between six and ten weeks.
How do we know the agent is making correct decisions?
Every decision is logged with input, reasoning and output. We implement a human validation step for edge cases and configurable confidence thresholds.
What happens when the underlying AI model updates?
We update and test the agent at every significant model change, as part of the maintenance contract. You are not left with a deprecated agent.
Have a process costing you time?
Tell us what your team does manually, repeatedly and unnecessarily. We show you what an agent can take over and what it cannot.