The word "context" in AI is being used to mean everything — context window, contextual grounding, retrieval-augmented context, context management, context engineering. It's been stretched until it communicates almost nothing. ContextOps brings precision to that word. What does context actually mean when you're building enterprise AI at scale? What happens when teams treat context as a retrieval problem vs. a reasoning problem? What does it cost when you get it wrong? Hosted by Vivek Khandelwal (CogniSwitch), this is a practitioner's podcast about enterprise AI in production - from every seat at the table: founders, enterprise buyers, system integrators, investors, vendors, researchers. The show doesn't advocate for one approach. It maps the real landscape - what's working, what's breaking, and what people are actually betting on.
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Booking probability
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Signup to Generate a PitchThe word "context" in AI is being used to mean everything, context window, contextual grounding, retrieval-augmented context, context management, context engineering. It's been stretched until it communicates almost nothing. ContextOps brings precision to that word. What does context actually mean when you're building enterprise AI at scale? What happens when teams treat context as a retrieval problem vs.
ContextOps is hosted by Vivek K. The show has published 11 episodes to date.
Recent episodes include ""We've Got the Cart Before the Horse | Alan Morrison" (28 August 2026, 42 minutes), "Stephane Fellah: All of a Sudden Everyone Is an Ontologist" (27 August 2026, 42 minutes), and "Karthik Soman: Why Explainability Beats Accuracy in AI" (25 August 2026, 58 minutes).
ContextOps publishes roughly daily, with episodes averaging 49 minutes across 11 episodes.
Booking probability for ContextOps is 28%, and the host is rated Selective on guests. ContextOps requires a Pod Score of 80 or higher. ContextOps's contact route on record: verified email.
The strongest fits for ContextOps are IT Services & Software Development. ContextOps has a business audience.
Vivek K hosts ContextOps, a business podcast with 11 episodes published.
Our AI reads these to draft pitches. Use them as grounding for a pitch that cites a real guest and a specific topic.
ContextOps
<p>Every few years the industry mints a new word — knowledge graph, grounding, now context — and within a few quarters vendors have stretched it until it means nothing. Alan Morrison has been tracking that pattern for...
ContextOps
<p>Stephane Fellah first ran into RDF in 1999, on a geospatial standards project, years before most of the industry had heard the term "semantic web." He founded Geodorysis (confirm), spent 12 years as Chief Modeling...
ContextOps
<p>Karthik Soman went from a PhD in computational neuroscience at IIT Madras to building biomedical knowledge graphs at UCSF, where he invented KG-RAG and helped build SPOKE, a graph connecting 40 million biomedical...
ContextOps
<p>Melli Annamalai has led graph technology product management at Oracle for the second half of her 27 years there, after a NASA-funded PhD in satellite image retrieval, early semantic web work, medical imaging search...
ContextOps
<p>Knowledge Graphs have become glamorous, and Himanshu Singh's first question is whether you need one at all.</p><p></p><p>Himanshu leads engineering on Netflix's entertainment knowledge graph, and built knowledge...
ContextOps
<p>Most knowledge graph advice assumes a blank slate. Giuseppe Futia works at CSI Piemonte, a forty-year-old public sector IT company serving administrations across Italy, where replacing the architecture was never on...
ContextOps
<p>The industry consensus for AI is simple - put a human at the end. Let the agent work, then have someone check the output. Mike Dillinger argues the opposite. Human effort gets multiplied by every agent downstream, so...
ContextOps
<p>Bigger context windows do not give an organization shared meaning. Three hundred employees pasting different documents into their own prompts produce what Jessica Talisman calls the "cowboy deployment...
ContextOps
<p> AI teams chase each new model release as though more capability will fix their production agents. Tony Seale argues that the model is rented intelligence. The durable asset is the ontology: the structure that...
ContextOps
<p>A CTO has a 2M-token context window and thousands of recorded cancer-care calls. The plan sounds simple: pipe them in and ask the model to evaluate provider performance. Elliott Risch explains where that approach...
Episode #1
<p>Ontology is in every enterprise AI pitch deck now, sitting next to semantic layer, context layer, and context graph. Very few of the people selling it can tell you how you would actually build one. Casey Hart can...
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