Talks & Training
Talks · workshops · executive learning
Make AI relevant to the decisions your people actually make.
Every session can be adapted to your sector, audience, data, and strategic questions—from an inspirational keynote to a hands-on workshop built around your own use cases.
Built around your context
A talk should not feel like a generic AI presentation with your logo added.
Tailored briefing
I start from the decisions, tensions, and questions that matter to your organisation, then build the evidence and examples around them.
Interactive session
Polls, claims to “debug,” live discussion, and cases keep the audience thinking rather than passively consuming another AI lecture.
Hands-on workshop
Teams can work directly with LLMs, unstructured data, evaluation frameworks, or their own business use cases and leave with something usable.
Session ideas
Six starting points—each can become a keynote, briefing, or workshop.
AI Literacy for My Business
Functional, ethical, and rhetorical AI literacy translated into your team’s real workflows, customer interactions, and decision risks. A workshop version uses your own cases to identify where capability, persuasion, governance, and human judgment matter.
Before the Dashboard Moves
Learn how unstructured text, image, audio, and video can reveal weak signals before they become visible in surveys, CRM, sales, or financial data. The workshop version turns those signals into a monitoring and decision framework for your organisation.
Are We Really in Control of What We Consume?
An interactive exploration of recommendation systems, attention, time, data, preferences, and autonomy. Audiences examine both the benefits and hidden trade-offs of AI-mediated consumption without being told what conclusion to reach.
Auditable AI at Scale
How can teams use LLMs at speed without treating model output as truth? We unpack gold standards, human validation, model-auditor layers, reliability checks, and governance through practical examples.
AI Without the Hype: What Changes the Decision?
Separate technical capability, adoption, business value, and human impact so AI initiatives can be judged by the decisions they improve. Teams leave with a simple framework for deciding where AI creates advantage—and where it merely creates activity.
What Should We Automate, Augment, or Keep Human?
A forward-looking session on the future allocation of judgment between people and AI. It helps leaders make autonomy, accountability, creativity, and trust explicit design choices rather than accidental consequences.
Formats
Choose the depth—not a fixed package.
Keynote / Executive Briefing
High-energy and evidence-based, with a strong narrative, live audience interaction, and implications tailored to your sector.
Interactive Deep Dive
More discussion, examples, group exercises, and time to connect the topic directly to your organisation’s decisions and constraints.
Hands-on Applied AI Workshop
Participants work with tools, methods, evaluation rubrics, unstructured data, or their own business cases and leave with a concrete workflow from prototype to scale.
Teaching evidence
Practical, current, and understandable—even for people new to AI.
“The practicality and relevance.”
“Really appreciate how Kedma explains and breaks down the topic to make it understandable for people who are new to AI.”
“Kedma is very knowledgeable and shares up-to-date insights! One of the best lecturers I’ve had in my 4 years at UvA.”
2025 UvA Applied AI for Marketing evaluation: 4.9/5 for learning, session organisation, and supervision. Response counts vary by item.
Bring this into your organisation
Tell me the audience, the problem, and the decision you want to improve.
I can shape the content, level of technical depth, interaction, and workshop exercises around your organisation rather than asking your team to adapt to a generic presentation.
Design a session together