Agentic AI Professional Program
Course Description
The Agentic AI Professional Program is a hands-on programme for professionals who want to design, build, test and deploy practical AI agents. Participants work with Python, guided Jupyter notebooks, local and open-source language models, approved tools, business data and controlled workflows to develop an agent for a real professional or organisational use case.
The programme moves beyond AI awareness into practical implementation. Participants learn how to connect language models to documents, vector databases, APIs, Python tools and business systems; add validation, human approval and reliability controls; and deploy suitable projects through a web interface, Telegram or an API.
A Natural Next Step for Innosoft AI Professional Program Alumni
If you previously completed Innosoft Gulf’s AI Professional Program, this programme builds on your existing Python and AI foundations and takes you into modern Agentic AI, including tool use, retrieval-augmented generation, controlled workflows, evaluation, reliability and deployment.
Alumni of the Innosoft Gulf AI Professional Program may contact us regarding the current alumni registration offer.
Who This Programme Is For
This programme is designed for participants who want to move beyond using AI tools and learn how to build practical AI-agent systems.
- Innosoft Gulf AI Professional Program alumni
- Developers and software professionals
- Data analysts, data scientists and data-engineering professionals
- IT and technical professionals working with automation, APIs or business systems
- Entrepreneurs and technically minded professionals who want to build AI-agent applications
Quick Facts
Saturday cohort: 5 sessions × 3 hours + capstone review
Ready to Build Your Own AI Agent?
Apply for the October 2026 cohort, or continue below to review the real-world agent systems, schedule and full curriculum.
Agent Systems Built by Innosoft Gulf
The programme is built from practical AI-agent systems developed by Innosoft Gulf. The design patterns, reliability controls and deployment approaches taught in the programme draw on these systems.
Tax and compliance
FTA Tax & Document Intelligence Agent
Answers VAT and Corporate Tax questions from official UAE Federal Tax Authority material, returning source-referenced responses instead of unverified model output.
You build these patterns in Module 4
Real-time market data
Market Monitoring & Intelligence Agent
Monitors live crypto futures data from major exchanges such as Binance and Bybit, together with commodities market data, detecting significant market activity and producing AI-assisted interpretation.
You build these patterns in Modules 3 and 6
Controlled business actions
Google Calendar Agent
Reads and modifies calendar entries through Telegram using local models and tool calling, with human approval required before any create, update or delete action.
You build these patterns in Modules 5 and 8
These systems are developed by Innosoft Gulf for technical research, training and demonstration purposes. The tax agent is not a substitute for professional tax advice, and the market monitoring agent does not provide investment advice or trading recommendations.
Programme Schedule and Fees
| Cohort | Delivery | Dates | Schedule | Fee |
|---|---|---|---|---|
|
October 2026 Evening Cohort |
In person or live online Dubai Knowledge Park |
6–29 October 2026 |
Tuesdays & Thursdays 7:00 PM–9:00 PM GST 8 sessions × 2 hours |
Early Registration: USD 1,650 Payment received by 22 September 2026 Standard Fee: USD 1,950 Applies after 22 September 2026 VAT inclusive |
|
October 2026 Saturday Cohort |
In person or live online Dubai Knowledge Park |
10 October–7 November 2026 |
Saturdays 10:00 AM–1:00 PM GST 5 sessions × 3 hours + 1-hour capstone review |
Early Registration: USD 1,650 Payment received by 22 September 2026 Standard Fee: USD 1,950 Applies after 22 September 2026 VAT inclusive |
Evening cohort sessions: 6, 8, 13, 15, 20, 22, 27 and 29 October 2026.
Saturday cohort sessions: 10, 17, 24 and 31 October, and 7 November 2026, plus a scheduled 1-hour live capstone review. Both cohorts total 16 live hours.
What the Fee Includes
- 16 live instructor-led hours in a cohort limited to 12 participants
- Access to Innosoft Gulf’s private AI infrastructure during the programme and the agreed project period
- Guided Jupyter notebooks, local model access, vector search and prepared datasets
- Instructor review and guided development of your capstone agent
- Deployment of technically suitable projects on Innosoft Gulf’s Kubernetes infrastructure
- Certificate of completion, with KHDA attestation available for eligible certificates
Corporate and Group Registration
Group rates are available from three participants, and private cohorts can be arranged for organisations. VAT-exclusive invoices, purchase-order terms and bank-transfer details are available on request.
Request a corporate quotationRegistration
Registration closes on 28 September 2026 or when the cohort reaches its 12-participant capacity. Places are confirmed upon receipt of payment. Cohort transfers may be accommodated subject to availability.
From an Agent Idea to a Working Implementation
1. Define the Agent Project
Define the users, business problem, approved data sources, tools and actions your agent will support.
2. Build the Agent Workflow
Connect local language models to documents, vector databases, APIs, business data and approved Python tools.
3. Make It Reliable and Controlled
Add validation, evaluation, logging, error handling and human approval for actions that affect business systems or data.
4. Deploy and Demonstrate
Move beyond the notebook and deploy technically suitable projects through Telegram, a web interface or an API.
Choose a Practical AI Agent Project
Bring your own idea or select one of the project directions below. Each project is scoped around a realistic workflow, approved data sources and tools, and a clear professional or organisational outcome.
- Lead Generation and Sales Follow-Up Agent
- Real Estate Enquiry and Property Agent
- Productivity and Administrative Agent
- Document Processing and Compliance Agent
- Financial Market Intelligence and Monitoring Agent
- Business Research and Management-Reporting Agent
Other project ideas are welcome. Participants work with the instructor to define a realistic technical scope that can be developed and demonstrated during the programme.
Learning Outcomes
By the end of the programme, participants will be able to:
- Distinguish chatbots, automated workflows and Agentic AI systems.
- Build controlled agent workflows using Python and guided Jupyter notebooks.
- Use reflection, critique and evaluation patterns to improve agent outputs.
- Create and connect approved tools, structured outputs and business functions.
- Build document-intelligence and RAG workflows using local embeddings and vector search.
- Design human-approval boundaries, validation and recovery mechanisms for agent actions.
- Evaluate agent reliability, privacy, safety and operational limitations.
- Develop, deploy and demonstrate a practical AI agent using Innosoft Gulf’s managed infrastructure.
Ready to Build an AI Agent?
Apply for the programme and tell us about your background and the project you would like to build.
Programme Curriculum
Eight modules take participants from the foundations of agentic workflows through tools, RAG, human controls, reliability, capstone development and deployment.
Module 1
From Language Models to Agentic Workflows
Key Topics
- Chatbots, workflows and agents: practical differences
- Degrees of autonomy and appropriate human oversight
- Task decomposition, state and controlled information sources
- Running a local Small Language Model through Ollama
Module 2
Reflection, Critique and Output Improvement
Key Topics
- Direct generation versus review-and-revise workflows
- Generator, critic and reviser roles
- Business rubrics and measurable quality criteria
- Automated evaluation checks and human feedback
Module 3
Tool Use, Structured Outputs and Safe Refusal
Key Topics
- Tool calling and function calling for business applications
- Creating approved Python tools with defined inputs and outputs
- Structured extraction and routing requests to the correct tool
- Comparing model-only answers with tool-grounded responses
- Logging tool actions and refusing when reliable evidence is unavailable
Module 4
Document Intelligence and Multimodal RAG
Key Topics
- PDF text extraction and page rendering
- Analysing tables, charts and visual page content
- Chunking, local embeddings and vector search with Weaviate
- Grounded retrieval and source-aware answers
- Local vision and language models for private document workflows
Module 5
Controlled Workflows and Human Approval
Key Topics
- Deterministic business rules versus model interpretation
- Read-only actions versus actions that modify business data
- Clarification, availability checks and pending actions
- Human approval before create, update or delete operations
- Calendar Agent case study: Telegram, Google Calendar and local inference
Module 6
Reliability, Validation and Recovery
Key Topics
- Planning an action before execution
- Validating generated code or structured actions
- Repairing invalid outputs and applying restricted execution
- Database updates, verification and automatic rollback
- Visible fallbacks and audit-friendly logs
Module 7
Capstone Project Development
Key Topics
- Select and define a realistic business or organisational problem
- Design the agent architecture, approved tools and boundaries
- Combine tool use with at least two additional agentic patterns
- Add safety checks, logging and evaluation tests
- Instructor review and guided project development
Module 8
Deployment, Evaluation and Project Demonstration
Key Topics
- Telegram, API or web-interface integration options
- Local, cloud and hybrid deployment trade-offs
- Containerisation and Kubernetes deployment overview
- Logging, health checks, privacy and access boundaries
- Final project demonstration and evaluation
- Limitations, required human oversight and implementation roadmap
Develop on Innosoft Gulf’s Private AI Infrastructure
Participants receive controlled access to Innosoft Gulf’s private AI and data platform so they can focus on developing agents rather than purchasing servers or configuring the complete technology stack.
- Open-source AI models: local language and vision models through Ollama.
- Databases and project data: vector search, relational data, documents, PDFs, text, tables, images and approved datasets.
- Hosted development environments: managed JupyterHub, guided notebooks, browser-based coding workspaces and prepared Python libraries.
- Agent deployment: technically suitable projects can be packaged as containerised services and deployed on Innosoft Gulf’s Kubernetes infrastructure.
Infrastructure access is provided during the programme and the agreed project-development period. Continued production hosting, service-level commitments and long-term operational support can be agreed separately.
Private Cohorts for Organisations
The programme can be delivered as a private cohort for a single organisation, at Dubai Knowledge Park, at your premises, or live online. Private cohorts are scoped around your own systems, documents and approved use cases, so each participant develops an agent addressing a real internal workflow.
- Up to 12 participants per cohort
- Schedule arranged around your team’s availability
- Capstone projects scoped to your organisation’s approved data and systems
- Continued hosting and operational support available under separate agreement
Prerequisites
Basic Python familiarity is recommended. Participants should be comfortable reading and modifying guided notebooks; advanced software-engineering experience is not required.
- General familiarity with AI tools or language models
- Interest in documents, APIs, databases or workflow automation
- A laptop for accessing the hosted project environment
Participants who need stronger Python foundations can first complete Innosoft Gulf’s Python Programming Foundations programme.
Certificate Requirements
Participants who meet the programme requirements receive an Innosoft Gulf certificate of completion, with KHDA attestation available for eligible certificates.
- Attendance at the live sessions
- Completion of the guided laboratory exercises
- Submission or presentation of a final working agent prototype or structured implementation project
- Explanation of the project’s data sources, tools, workflow, safeguards and limitations
Optional Professional Credential
Innosoft Certified Agentic AI Professional
Innosoft Gulf is developing a separate professional credential that assesses both knowledge of core Agentic AI concepts and the practical ability to design, build, evaluate and explain an AI-agent solution. Graduates of this programme will be eligible to sit the assessment. The credential is independent of the programme’s certificate of completion, and details will be published on the certification page.
Participant Testimonials
“If you want to master AI agents, Innosoft’s AI Agents for Business Applications programme is the real deal. The progression from core basics such as RAG to complex workflows is incredibly well structured. They do not just teach theory. Innosoft provides a high-performance platform and JupyterLab environment for hands-on practice.”
Eureka Ilunga
Software Engineer
Feedback relates to the technical AI-agent programme previously offered under the AI Agents for Business Applications name.
“Great courses with plenty of real-world examples and hands-on labs. The Agentic AI training was engaging, practical and well structured. Ahmed explains challenging concepts clearly and creates a positive learning atmosphere.”
Paulo Araujo
Data Science Professor
“They are truly passionate about the subject, and their energy is contagious. They create a supportive learning environment that encourages participation and critical thinking.”
Maggie Chung
Sales and Marketing Professional
Testimonials are based on participant feedback from Innosoft Gulf training programmes. Some quotations have been shortened for presentation without changing their meaning.
Frequently Asked Questions
Build Your Own AI Agent
Apply for the Agentic AI Professional Program and tell us about the professional or organisational problem you would like to address.
Apply for the Programme Contact Innosoft Gulf