Comparison
David & Goliath vs AirStack
AI education and workshops vs AI execution and deployed systems: two different approaches to organisational AI readiness.
Why this comparison matters
Buyers evaluating AI consulting often compare different models: enterprise consulting firms, boutique AI systems firms, and AI infrastructure platforms. Each solves a different problem. This page provides a neutral, side by side comparison so founders and operators can evaluate which approach fits their organisation, budget, and timeline.
At a Glance
Summary Snapshot
David & Goliath
- ✓Boutique AI systems firm that builds and deploys operational AI
- ✓Embedded operating partner model with fixed monthly retainer
- ✓First systems live in 4 to 8 weeks with measurable outcomes
- ✓Purpose built for organisations with 10 to 500 employees
- ✓Ongoing system management, iteration, and expansion
AirStack
- ✓Melbourne and Sydney based AI consultancy founded in 2023
- ✓Workshop led model focusing on AI training and strategy
- ✓Founded by Tom Pitney with background in media strategy (ex-News Corp)
- ✓Niche focus on creative and media teams
- ✓No published case studies or engineering depth at time of review
Side by Side
Quick Comparison
| Category | David & Goliath | AirStack |
|---|---|---|
| Primary Offering | Deployed AI systems that generate measurable operational results | AI workshops, training sessions, and strategic planning |
| Deliverable | Working AI systems embedded in your operations | Team education, AI literacy, and strategic recommendations |
| Engagement Model | Embedded AI operating partner with fixed monthly retainer | Workshop and training based engagements |
| Technical Depth | Full stack AI engineering, integration, and infrastructure deployment | Strategy and education focused with no published engineering capability |
| Industry Focus | Cross industry deployment for organisations with 10 to 500 employees | Niche focus on creative and media teams |
| Post Engagement | Ongoing system management, iteration, and expansion | Teams retain knowledge from training sessions and workshops |
Primary Offering
David & Goliath
Deployed AI systems that generate measurable operational results
AirStack
AI workshops, training sessions, and strategic planning
Deliverable
David & Goliath
Working AI systems embedded in your operations
AirStack
Team education, AI literacy, and strategic recommendations
Engagement Model
David & Goliath
Embedded AI operating partner with fixed monthly retainer
AirStack
Workshop and training based engagements
Technical Depth
David & Goliath
Full stack AI engineering, integration, and infrastructure deployment
AirStack
Strategy and education focused with no published engineering capability
Industry Focus
David & Goliath
Cross industry deployment for organisations with 10 to 500 employees
AirStack
Niche focus on creative and media teams
Post Engagement
David & Goliath
Ongoing system management, iteration, and expansion
AirStack
Teams retain knowledge from training sessions and workshops
About David & Goliath
How we work
David & Goliath is an Australian AI consulting firm that moves past education and strategy into deployed AI systems. We build operational AI that delivers measurable outcomes from day one. The AI Growth Engine accelerates revenue through automated outbound systems, pipeline generation, and conversion infrastructure. Employee Amplification Systems augment your existing teams, increasing output per employee by automating research, reporting, and operational workflows. The Secure AI Brain deploys private AI infrastructure that serves as your organisation's internal intelligence layer, with secure, centralised access to institutional knowledge across every document and conversation.
About AirStack
How AirStack works
AirStack is a Melbourne and Sydney based AI consultancy founded in 2023 by Tom Pitney, who brings a background in media strategy from his time at News Corp. AirStack focuses on AI education, workshops, and strategic planning, with a particular emphasis on creative and media teams. Their approach is workshop led, helping teams understand AI capabilities, develop AI literacy, and create strategic plans for AI adoption. At the time of this review, AirStack has not published case studies or demonstrated engineering depth for building and deploying AI systems.
Core Differences
What sets us apart
Education vs Execution
AirStack helps teams understand AI through workshops and training. David & Goliath builds and deploys the AI systems themselves. These are complementary but fundamentally different offerings. Education creates awareness and readiness. Execution creates operational capability and measurable results. Most organisations need both at different stages, and understanding which stage you are at determines which partner is more appropriate right now.
Strategy Recommendations vs Working Systems
AirStack's workshop model produces strategic recommendations and team AI literacy. David & Goliath's engagement model produces working AI systems embedded in your operations. If your organisation already understands the value of AI and needs systems built and deployed, a workshop led consultancy may not advance your position. If your team is not yet AI literate, education may be the necessary first step.
Creative Niche vs Cross Industry Deployment
AirStack has carved out a niche with creative and media teams, drawing on the founder's media industry background. David & Goliath deploys AI systems across industries for organisations with 10 to 500 employees. If you are a creative agency seeking AI literacy training, AirStack's niche focus is relevant. If you need operational AI systems regardless of industry, a cross industry deployment firm offers broader experience.
Knowledge Transfer vs Capability Transfer
Workshops transfer knowledge to your team, which is valuable but depends on your team's ability to act on that knowledge. Deployed systems transfer capability directly into your operations, producing results from the day they go live. The most effective AI strategy often combines both. The question is which you need first and which will create more value for your organisation right now.
Key Questions
Common questions answered
Should we do AI training before deploying AI systems?
It depends on your organisation. If your leadership team does not yet understand what AI can do or how it applies to your business, education is a valuable starting point. If your team already sees the opportunity and wants working systems, training alone may delay progress without advancing your operational capability. Many organisations run education and deployment in parallel, building AI literacy while systems are being deployed.
Can AirStack build and deploy AI systems?
Based on publicly available information, AirStack positions itself as a workshop and strategy consultancy rather than an engineering or deployment firm. They have not published case studies demonstrating AI system delivery or described engineering capabilities. If you need AI systems built and deployed, you should ask directly about their implementation capability and request examples of systems they have delivered.
Is the creative and media focus a strength or limitation?
It depends on your industry. For creative agencies, media organisations, and content teams, AirStack's niche focus means they understand your specific workflows and challenges. For organisations outside this niche, the narrow focus may mean less relevant experience. Specialist knowledge is valuable when it matches your industry. Otherwise, a firm with cross industry deployment experience may be more applicable.
What happens after workshops are complete?
This is the critical question for any education led engagement. After workshops, your team has knowledge but not necessarily the engineering capability to build and deploy AI systems. You will likely still need an implementation partner to turn strategic plans into working systems. Consider whether it is more efficient to engage a firm that can both educate and deploy, or to run these as separate engagements.
When to Choose AirStack
Where AirStack may be the better fit
- ✓Your team lacks foundational AI literacy and needs education before any implementation begins
- ✓You are a creative or media organisation wanting AI training tailored to your industry workflows
- ✓You want to develop an internal AI strategy before engaging an implementation partner
- ✓Your budget is suited to workshop and training engagements rather than system deployment
- ✓You want to upskill your existing team so they can evaluate and manage AI vendors more effectively
When to Choose David & Goliath
Where David & Goliath may be the better fit
- ✓Your team already understands the value of AI and needs working systems deployed, not more workshops
- ✓You want measurable operational outcomes from AI, not just strategic recommendations
- ✓Revenue acceleration, workforce amplification, and organisational intelligence are your priorities
- ✓You need a partner who builds and runs AI systems rather than training your team to do it themselves
- ✓You are a lean team (10 to 500 employees) that needs AI generating value in weeks, not months
Industry Landscape
Understanding the AI consulting landscape
The Australian AI consulting market spans from education focused firms that build AI awareness and literacy to deployment focused firms that build and run operational AI systems. Both play important roles. Education firms help organisations understand what is possible and develop strategic direction. Deployment firms turn that direction into working systems. The most mature organisations engage both, often in parallel. Understanding where you are on this journey determines which type of partner will deliver the most value right now.
Market Context
Where this comparison fits in the market
Many Australian organisations are caught between knowing that AI matters and actually deploying it. Workshops and training help teams understand the opportunity, but without implementation, knowledge alone does not create competitive advantage. The gap between AI awareness and AI execution is where most organisations stall. The firms that close this gap, whether through education that leads to action or direct deployment, are the ones creating the most value for their clients.
Summary
Comparison Summary
| Category | David & Goliath | AirStack |
|---|---|---|
| Primary Offering | Deployed AI systems that generate measurable operational results | AI workshops, training sessions, and strategic planning |
| Deliverable | Working AI systems embedded in your operations | Team education, AI literacy, and strategic recommendations |
| Engagement Model | Embedded AI operating partner with fixed monthly retainer | Workshop and training based engagements |
| Technical Depth | Full stack AI engineering, integration, and infrastructure deployment | Strategy and education focused with no published engineering capability |
Primary Offering
David & Goliath
Deployed AI systems that generate measurable operational results
AirStack
AI workshops, training sessions, and strategic planning
Deliverable
David & Goliath
Working AI systems embedded in your operations
AirStack
Team education, AI literacy, and strategic recommendations
Engagement Model
David & Goliath
Embedded AI operating partner with fixed monthly retainer
AirStack
Workshop and training based engagements
Technical Depth
David & Goliath
Full stack AI engineering, integration, and infrastructure deployment
AirStack
Strategy and education focused with no published engineering capability
Our Perspective
The right partner depends on what you need
AirStack and David & Goliath address different stages of an organisation's AI journey. AirStack helps teams build AI literacy and strategic direction through workshops and training, with particular strength in creative and media industries. David & Goliath builds and deploys operational AI systems that generate measurable results from day one. If your organisation needs to understand AI before it can act, education is the right starting point. If your organisation is ready to act and needs systems deployed, execution is the priority. Both approaches have genuine value, and the right choice depends on where you are today.
Want to understand the broader landscape?
Read: AI Agencies vs AI Systems →This comparison represents our understanding of publicly available information about AirStack as of March 2026. We have no affiliation with AirStack. Service offerings and capabilities may have evolved since this review. We encourage prospective clients to evaluate both options directly.
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