Spej

By spej.aiBusiness Technology

Spej episodes

November 10 Plug and Play AI vs Real Discovery
Off the shelf AI tools are tempting, but most companies skip the step that makes any of them work: understanding their own processes, people and data first. We talk about why discovery has to come before a solution, how to tell a vendor who listens from one who just pitches, and what a company should have ready before an AI project starts.
From the Spej Podcast. More at https://spej.ai
34 min
November 04 AI in 2027 Is a Change Management Problem
Most teams already use AI in some form, so the hard part now is getting people on board. We talk about why leaders and employees see AI so differently, why penalizing people for trying tools backfires, and how a few months of casual AI lunches can build the trust a rollout needs.
From the Spej Podcast. More at https://spej.ai
30 min
November 04 Your Company Data Is an Everything Drawer
Every house has a drawer full of old keys, batteries and receipts, and most company data looks the same. We talk about what it takes to clean it up, why AI agents change who needs access to what, and the first step to take before you roll out new tools.
From the Spej Podcast. More at https://spej.ai
29 min
November 04 How We Got Into AI, and Why Messy Data Gets in the Way
Our first livestream. The team shares how they got here, from running an IT and cybersecurity company to doing IT audits for large enterprises, then gets into why unstructured data makes AI risky and what a company should do before it buys an AI subscription.
From the Spej Podcast. More at https://spej.ai
34 min
September 22Top-Down vs. Bottom-Up: Which AI Strategy Actually Works?
Should AI adoption start with leadership or with employees? Ken Peel and Aby Abraham compare top-down and bottom-up AI rollouts, from handing everyone a Copilot license to redesigning a multi-handoff insurance claims process.

In this episode:
Why giving every employee a Copilot or ChatGPT license rarely shows ROI on its own
Where bottom-up experimentation helps, and where it stalls
What a top-down rollout changes in how the business actually runs
How to balance both approaches without hurting company culture
Practical first steps for an AI implementation

Chapters
00:00 Introduction to AI Implementation Approaches
01:18 Understanding the Bottom-Up Approach
03:18 Ken's Experience with the Bottom-Up Approach
05:02 Limitations of the Bottom-Up Approach
06:01 Introduction to the Top-Down Approach
07:29 Fundamental Shift in Business Practices
09:26 Challenges of the Top-Down Approach
10:20 Balancing Top-Down and Bottom-Up Approaches
13:03 Impact on Company Culture
14:30 The Importance of Intent and Impact
16:20 Practical Steps for AI Implementation
23:50 Closing Remarks and Call to Action

With: Ken Peel (Host, Director of AI Quality & Solutions), Aby Abraham

Not sure where AI will pay off for your business? Book a free one-hour AI Readiness Call: https://spej.ai/contact?interest=readiness
MSPs, IT providers and consultants: your clients are asking about AI. Partner with Spej to deliver it under your relationship: https://spej.ai/partners

Spej Podcast, from the team at https://spej.ai
25 min
September 03Most Companies Get AI Adoption Wrong (Plus Our New Team Member)
Most companies get AI adoption wrong because the delivery ignores how people actually work. The Spej team welcomes Aby Abraham and talks through what clients really need from an AI implementation partner, and why consultants, IT providers and MSPs are all asking what to do about AI.

In this episode:
How client expectations shape whether AI delivery succeeds
Why listening for comprehension matters more than the demo
What to look for when you pick an AI implementation partner
Human-centric implementation: governance, budget and mindset together
How IT providers and consultants can get ready to offer AI

Chapters
00:00 Introducing Aby Abraham
00:49 Aby's Journey to Spej
03:08 Understanding AI for Business Leaders
04:17 Client Perspectives on AI Delivery
06:27 Challenges of Changing Perspectives
07:14 The Importance of Listening and Comprehension
13:34 The Role of Curiosity in Consulting
16:56 Selecting the Right AI Implementation Partner
21:28 Human-Centric Implementation and Listening Skills
24:18 Equipping IT Providers for AI Solutions
25:50 Closing Remarks and Call to Action

With: Aby Abraham, Sagar Pandya (Co-Founder & CEO), Ken Peel (Host, Director of AI Quality & Solutions), Joseph Kim (Director of AI Consulting & Delivery)

Not sure where AI will pay off for your business? Book a free one-hour AI Readiness Call: https://spej.ai/contact?interest=readiness
MSPs, IT providers and consultants: your clients are asking about AI. Partner with Spej to deliver it under your relationship: https://spej.ai/partners

Spej Podcast, from the team at https://spej.ai
25 min
August 30Open-Weight AI: More Control, Lower Cost—and a Catch
Should your business use open-weight AI models instead of the big closed labs? The Spej team weighs the control and cost advantages against the security, support and harness trade-offs.

In this episode:
What open-weight models are, and why adoption is growing
Security, data access and company values in tool selection
How model costs show up on the financial statements
Why the harness and interface matter as much as the model
Observability and traceability: knowing how AI is used in your company

Chapters
00:00 The Rise of Open Weight Models
02:52 Understanding Open Weight Models
07:13 Security Concerns and Self-Interest
10:55 Cost and Practicality of AI Models
17:00 Data, Bias, and Resilience
34:10 AI Tool Selection and Adoption
36:16 Transition to Open Weight Models
38:50 Harnesses and Interface Accessibility
55:30 Observability and Traceability in AI

With: Sagar Pandya (Co-Founder & CEO), Ken Peel (Host, Director of AI Quality & Solutions), Joseph Kim (Director of AI Consulting & Delivery), Sean Blair (Co-Founder & CAIO)

Not sure where AI will pay off for your business? Book a free one-hour AI Readiness Call: https://spej.ai/contact?interest=readiness
MSPs, IT providers and consultants: your clients are asking about AI. Partner with Spej to deliver it under your relationship: https://spej.ai/partners

Spej Podcast, from the team at https://spej.ai
48 min
July 31AI Wrote a Rap Song in 32 Seconds. What Happens to Craft?
Sagar shares how AI music generation produced a personalized rap song in 32 seconds, and the team asks what that speed means for craft.

In this episode:
How AI music tools create personalized songs in seconds
Why speed and cost aren't the same as quality
What this means for creative and knowledge work

With: Sagar Pandya (Co-Founder & CEO), Ken Peel (Host, Director of AI Quality & Solutions), Joseph Kim (Director of AI Consulting & Delivery)

Not sure where AI will pay off for your business? Book a free one-hour AI Readiness Call: https://spej.ai/contact?interest=readiness

Spej Podcast, from the team at https://spej.ai
1 min
July 30Racing AI Adoption Without Guardrails Cuts Both Ways
Moving fast on AI without guardrails cuts both ways. Ken, Sagar and Joseph discuss how leaders can keep adoption moving while making safe, deliberate decisions.

In this episode:
Why rapid adoption creates new risk
Decision-making habits that keep AI use safe
Guardrails that don't kill momentum

With: Sagar Pandya (Co-Founder & CEO), Ken Peel (Host, Director of AI Quality & Solutions), Joseph Kim (Director of AI Consulting & Delivery)

Not sure where AI will pay off for your business? Book a free one-hour AI Readiness Call: https://spej.ai/contact?interest=readiness

Spej Podcast, from the team at https://spej.ai
1 min
July 29Will AI Become the Next Cultural Fault Line?
Is AI becoming the next cultural divide? Ken, Sagar and Joseph look at the public debate over AI and data centers, and why education about data safeguards matters for adoption at work too.

In this episode:
Why AI is turning into a cultural and philosophical debate
How that perception affects employee adoption
Why explaining data safeguards builds trust

With: Sagar Pandya (Co-Founder & CEO), Ken Peel (Host, Director of AI Quality & Solutions), Joseph Kim (Director of AI Consulting & Delivery)

Not sure where AI will pay off for your business? Book a free one-hour AI Readiness Call: https://spej.ai/contact?interest=readiness

Spej Podcast, from the team at https://spej.ai
1 min

About Spej

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AI moves fast. We move faster.

This is the podcast from the Spej team — a crew of founders, engineers, and operators who deploy enterprise AI for a living. We break down what's…

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