Most AI initiatives stall between the pilot and the work they were meant to change. Four problems come up again and again. The AI Agentic Studio addresses each one directly.
The AI Agentic Studio is Cresteo's capability for building custom AI agents around real business workflows.
Our senior engineers and architects combine software engineering, AI and data with the Cresteo Agentic Framework to design, build, deploy and hand over working systems.
AI agents that work together across a workflow, with human review where needed.
Applications built around your data and business rules.
Automate repetitive work while keeping people in control of decisions.
Requirements, development, testing, deployment and support.
Full-stack product engineering for web, mobile and cloud.
Test strategy and automation built into the development process.
The data systems that support your agents and applications.
AI agents can handle the repetitive steps inside a workflow: the reading, gathering, checking and preparing that comes before a person decides. At Cresteo, AI agent development starts from one of those steps.
Reading and classifying incoming documents and requests
Gathering information from several systems into one file
Checking records against rules and flagging exceptions
Drafting first versions of reports, notes and tickets
Routing work to the right person
Consequential financial approvals
Clinical judgments
Legal positions
Final sign-off on anything an agent prepares
// Fintech
Spots suspicious patterns, gathers evidence across data sources, writes the investigation narrative and drafts the Suspicious Activity Report.
Every report goes to your analyst, and the decision stays with a person.
// Legal & Justice
Takes reports in any format, organizes the key details, classifies each report, asks for what is missing and routes the complete case to the right unit.
Every intake keeps a full audit trail.
// Healthcare
Reads lab results against the patient's history and reference ranges, flags out-of-range values and writes structured notes aligned to your protocols.
The physician's review and sign-off is always the final word.
The Cresteo Agentic Framework is Cresteo's own framework for building and running AI agents.
Built into your existing stack
Traceable and auditable
Modular and expandable
The framework is delivered to your organization, so your team can manage and evolve it. It works across models and cloud environments, based on your requirements.
The core, with security and monitoring built in.
Works across any model.
Agents working as a team.
Context across conversations.
Retrieval grounded in your knowledge.
Performance and cost efficiency.
Define · Ground · Evaluate · Monitor
Four stages keep the agent controlled, with people deciding at defined points. This is how human-in-the-loop works in practice.
01
Set the agent's role, behavior and limits.
02
Give the agent your business context before it acts.
03
Test the agent before it takes on real work.
04
Track performance and drift, with human review of flagged behavior.

Four stages, from architecture to IP ownership.
/ 01
Map the workflow, identify the opportunity and design how the agent connects to your ERP, CRM, databases and APIs.
Output
Architecture blueprint and first-workflow roadmap
/ 02
Build the agent's logic, integrations and capabilities.
Output
Working solution in your environment
/ 03
Deploy within your security requirements.
Output
Running system in your infrastructure
/ 04
Source code, agent logic and integrations are transferred to your team. Your intellectual property is yours from day one.
Output
Full IP ownership

Ten+ agents support the software delivery lifecycle alongside a development team. They handle requirements, code review, testing and production monitoring.
Four human roles hold the decisions:
Defines needs and validates releases.
Reviews and approves pull requests.
Reviews testing and acceptance.
Prioritizes and plans the work.
The use case shows how agents and people share the work, and where human approval happens.
+
Your cloud or on-premise, using your credentials and within your security and data requirements.
You own the software and intellectual property we build for you.
We monitor, maintain and evolve the system as your operation changes.
We'll look at the workflow with you and outline what a first measurable result in eight weeks could involve.