Specialised agents
Roles, tools and responsibilities designed around real work.
- Agents
- Roles
- Tool use
Artificial Intelligence for real business
AI should not only answer.
It should become operational.
Fabbrica AI designs and deploys custom agentic architectures, connecting people, processes, data and systems around business outcomes.
FABBRICA AI · AUTOMATION CONTROL CENTER● LIVE SYSTEM
FABBRICAAIorchestrationRUNNING
01ANALYSE
02DECIDE
03EXECUTE
01◇Strategy
02↔Forward Deployed Engineering
03↳Deployment
04⌁Integration
05✓Governance
The gap to close
Experimenting with AI is easy.
Embedding it into operations is the real project.
Value appears when AI understands context, uses trusted information, operates through authorised tools and becomes part of a measurable process.
Application scenarios
From a business need
to a real capability.
Explore how an agentic architecture can support different functions without losing context, control or accountability.
Application scenarioLeadership
RM
12 sources · updated at 08:42
↗Which exceptions need my attention today?
Enterprise agentCompleted
● LIVE01High priority
3 operational requests above the defined threshold
↑02Sales
2 opportunities without follow-up for over 72 hours
◎03Administration
1 document awaiting approval
✓AIBRIEF
DECISION FOCUSHigh priority
08:423 operational requests above the defined threshold
Illustrative example · Feasibility and data sources are defined during the assessment.
Possibilities
What we can
build together.
A platform of possibilities, not a rigid catalogue. We combine agents, data, automation and integrations around the process and expected outcome.
Explore all solutionsEnterprise knowledge & RAG
Documents and company knowledge become trusted, searchable and operational.
- RAG
- Documents
- Search
Intelligent automation
Flows that understand context, manage exceptions and involve people.
- Workflow
- Triggers
- Human-in-loop
API integrations
CRM, ERP, e-mail, workspaces and proprietary systems connected securely.
- API
- ERP
- CRM
Multi-agent architectures
Digital specialists collaborate, verify and hand work to each other.
- Orchestration
- Verification
- Memory
Executive copilots
Priorities, exceptions and critical information available at decision time.
- Leadership
- Briefing
- Decisions
Document intelligence
Classification, extraction, comparison and document preparation with oversight.
- OCR
- Analysis
- Control
Customer operations
Continuity across leads, customers, support and sales teams.
- Sales
- Support
- Follow-up
Governance & observability
Permissions, logs, thresholds and monitoring built into the architecture.
- Audit
- Risk
- Monitoring
Forward Deployed Engineering
Technology enters the reality of the organisation.
Our engineers work inside the client’s context, alongside leadership, operations and technology, until the solution becomes genuinely adoptable.
FABBRICA AI / FDE MISSION CONTROL CLIENT ENVIRONMENT · LIVE
01 / IMMERSION
◎Teamroles · decisions · adoptionSYNC
▦Dataknowledge · signals · contextLIVE
◇Systemstools · APIs · infrastructureMAP
FORWARD DEPLOYEDFDEEmbedded FDEON SITE
03 / DELIVERY
DIAGNOSEContext mapped✓
BUILDCapability deployed↗
ADOPTPeople in control◎
HUMAN OVERSIGHTFrom diagnosis to adoption
“We do not adapt the business to technology. We build technology around the business.”Discover the FDE method
- 01Immersion↗
Understand
Goals, people and the real way work gets done.
- 02Immersion↗
Diagnose
Processes, data, systems, dependencies and risk.
- 03Immersion↗
Define
The capability the organisation needs to acquire.
- 04Build↗
Design
Architecture, tools and control points.
- 05Build↗
Govern
Permissions, accountability, approvals and exceptions.
- 06Build↗
Develop
Agents, knowledge, automation and integrations.
- 07Build↗
Validate
Real cases, known limits and operational tests.
- 08Adoption↗
Deploy
Adoption, training and go-live.
- 09Adoption↗
Evolve
Measurement and continuous improvement when planned.
Applications
One capability. Many functions.
Value changes with the process, the person’s role and the right moment to act.
Security and governance
Autonomy.
Proportional to risk.
The greater the impact of an action, the higher the required level of authorisation, traceability and human oversight.
Discover our approachAutonomy levelControlled
03Act with approval
✓ Minimum and revocable access
✓ Action traceability
✓ Exception management
✓ Defined accountability
LLMHermesAPICloudData
FABBRICA AIOrchestrationOPEN · MODULAR
Open technologies
An open architecture. Many possible technologies.
We select models, agent frameworks, infrastructure and tools according to requirements. Hermes Agent can be part of the architecture when persistent memory, skills and automation are needed.
Hermes Agent is an open-source project by Nous Research.Explore Hermes Agent for businessEssential questions
Understand before deploying.
Clear answers to the questions that shape an enterprise Artificial Intelligence project.
01What does Fabbrica AI do?＋
Fabbrica AI designs and deploys custom Artificial Intelligence solutions for businesses, connecting agents, processes, data, knowledge and systems around an operational outcome.
02What is an agentic architecture?＋
It is a system in which one or more AI agents use trusted knowledge and authorised tools to assist or perform work within defined roles, permissions, controls and accountability.
03What does Forward Deployed Engineering mean?＋
It means engineers work inside the client’s real context, alongside business teams, to turn technical capability into an adoptable and integrated solution.
04Where does an AI project start?＋
It starts with the process, the problem and the expected outcome. Architecture, technology, data, integrations and autonomy are defined only after diagnosis.
05How is AI-agent autonomy governed?＋
Autonomy increases only when risk, data quality, permissions and controls allow it. Sensitive actions require traceability, explicit limits and human oversight.
a Fabbrica AI product
A first agent.
A clear scope.
For professionals, managers and small businesses that want a simple starting point.
Visit TuoAgenteAI.it ↗The starting point
What needs to work better in your organisation?
We do not start with technology. We start with the process, the problem and the capability to build.
Request an assessment