Skip to main content

Metadata

ID:
2025-11-20-travis-tim-applied-ai-vision
Participants:

Meeting Summary: Applied AI Community Vision & OpenTeams Crisis Management

Overview

Travis Oliphant provided an extensive update on OpenTeams' critical financial situation and fundraising challenges while discovering with Gary and Tim a transformative vision for "Applied AI" - helping real businesses succeed with practical AI implementations versus hype-driven narratives. The conversation evolved from crisis management into a profound strategic alignment around democratizing AI capabilities through education, community building, and practical application. Travis revealed personal financial sacrifices to keep OpenTeams alive while articulating a clear mission against AI feudalism and for creating distributed ownership and agency.

Key Topics Discussed

OpenTeams Financial Crisis & Strategic Pivot

Current Financial Pressure:

  • Travis scraped together "every liquidity" to fund OpenTeams for past couple months
  • Joe Merrill hired people ahead of fundraise creating unsustainable burn rate
  • Lead investor Uttam Reddy may not close until February despite Joe's November projections
  • Travis: "I'm like, Joe, I don't have the liquidity to fund the vision you had that was going to need $100 million"
  • Company has 1-2 month runway at current burn rate

Joe Merrill Management Challenges:

  • "Joe's super optimistic" but makes incorrect judgment calls on timing
  • "Good at pitching, not closing" - stylistic gaps in execution
  • Needs COO, CFO, stronger CMO - lacks executive team
  • Travis: "I needed to be more plugged into that process than I was"
  • Made "way too many commitments to people and teams for our abilities"

PyTorch Conference Success:

  • OpenTeams had one of biggest booths alongside AWS, Meta, IBM
  • Multiple people saying "Oh my gosh, you guys are here"
  • Successfully positioned as "operating system for AI"
  • Travis: "We've correctly constructed the right message for the right company that should exist right now"

Nibari OS Strategic Vision:

  • Horizontal integration alternative to vertical AI platforms
  • "Sovereign AI" enabling organizations to maintain data control
  • Curation of open source components working together
  • Travis: "We are sovereign AI, horizontal and operating system for AI"

Divine Guidance in Business:

  • Son brought him parable of unwise steward from Bible
  • Message to sell Anaconda shares at lower rate: "stop trying to hold out for the best rate"
  • Travis: "I've had meaningful guidance... little micro doses of this for 30 years"

Applied AI Revolution Vision

Market Gap Identification:

  • Gary: "No one's dedicating their content marketing and staffing towards helping small, medium sized businesses stay alive"
  • Current AI narrative "centered around what raises money from Saudis"
  • Businesses need practical implementations, not "random Sora video attached to their business"

Applied AI Opportunity:

  • Helping businesses become more profitable through AI automations
  • Focus on real business success versus pushing products
  • Travis: "There's a massive opportunity for this"
  • Need "hundreds of people, thousands of people building and doing and teaching"

Educational Mission:

  • Create army of Applied AI engineers helping local businesses
  • Particularly powerful for developing nations
  • Gary: "By definition this is valuable" - Kenyan helping Kenyan businesses
  • Focus on deploying right stack for real business problems

Anti-Hype Philosophy:

  • Tim: "Not every business needs a random Sora video"
  • Gary disgusted with "BS hype cycles" in AI
  • Focus on businesses that "already exist and are profitable"
  • Travis: "The promises being made are driven by trillions of investor interest... not on how you're going to be successful"

Community Building & Movement Creation

Applied AI Podcast Concept:

  • Interview successful Applied AI practitioners
  • Share stories of real business transformations
  • Travis: "That's worth infinitely [more than] the cost of the conversation"
  • Focus on humanizing emerging narratives

Event Strategy:

  • AI Rodeo concept instead of hackathons
  • Help enterprises connect data to AI workflows
  • Exit with working demos
  • Tim offered to host at Capital Factory

Empathy as Differentiator:

  • Tim: "The unique value proposition... is empathy"
  • "Tech has always had less empathy, even less now with AI leaders"
  • Create "escape hatch and golden staircase" for those feeling left behind

Educational Content:

  • Applied AI workshops and training
  • Documentation and explanation focus
  • Gary: "Tech people notoriously feel too good to explain stuff"
  • Always "passing the ladder down"

Personal & Spiritual Context

Travis's Life Transitions:

  • Moving to Utah summer 2025 (4 of 6 kids there)
  • Caleb finishing school in Austin
  • Considering keeping Texas condo for winters
  • More time available as kids are older

Gary's Spiritual Journey:

  • Three-month spiritual sabbatical culminating in baptism
  • First winter in Texas after parents visit
  • Parents live in fear, project onto him
  • Austin has "more Christians... more optimism"

Faith as Foundation:

  • Travis: "All of us should be staying focused on spiritual guide"
  • "Confusing world right now... fractures everywhere"
  • Both using faith to navigate business challenges
  • Prayer together about being "champions of AI" for God's kingdom

OpenTeams Incubator Success Story

Braden's Fund Performance:

  • Closed Fund 3 at $12 million quickly
  • Starting Fund 4 targeting $200 million
  • Different LP category for institutional money
  • Good track record for institutional investors

Evergreen Giving Concept:

  • Buy businesses from owners looking to retire
  • Use emerging professionals for due diligence
  • Companies donated to nonprofits
  • Returns fund new startups and training

Speech Language Pathology Example:

  • Merging companies with Canary Speech license
  • AI-enabled training platform
  • Not billion dollar, but $100M valuable service
  • Model for "tens of thousands" of similar opportunities

Strategic Alignment & Next Steps

Immediate Collaboration:

  • Gary to connect with Ian Newell about AI Rodeo
  • Explore OSA (Open Source Architect) community growth
  • Travis needs Applied AI practitioners now
  • Gary doing NVIDIA hackathon December 12th

Long-term Vision:

  • Conference on Applied AI (post-fundraise)
  • "Benevolent leaders in Applied AI sector"
  • Create millions of jobs
  • Democratize AI capabilities

Trust Currency Philosophy:

  • Travis's goodwill in tech community as foundation
  • Gary's transformation from activist to business
  • Both committed to authentic service
  • Building movement against tech feudalism

Key Quotes

On Financial Crisis:

  • Travis: "I'm not sure if I'm in orbit or crashing to the earth... in orbit, you are crashing to the earth. You're just going fast enough that you move forward before you crash"
  • "I scraped together enough. That put a lot of stress on me, personally"

On AI Promises vs Reality:

  • Travis: "The promises being made to you are being driven by trillions of dollars of investor interest... primarily on how they can make their return, not on how you're going to be successful"
  • Gary: "It's so nascent, this discipline of helping real businesses that are not... just be better"

On Applied AI Vision:

  • Gary: "I want to be associated with businesses, real businesses succeeding"
  • Travis: "We need really good people doing that in spades... That is definitely aligned"
  • Tim: "Making them feel valued in this world is a huge win"

On Movement Building:

  • Gary: "We should just mentally commit, spiritually commit to being benevolent leaders in the Applied AI sector"
  • Tim: "There's tremendous opportunity to help these people out"
  • Travis: "It's honestly just creating enough critical mass to unleash it because the energy's there"

On Faith & Business:

  • Gary: "You for sure have inspired me to not be ashamed about being in business as a Christian"
  • Travis: "Freedom is the most expensive thing God has put on this earth"
  • Gary's prayer: "We know that you give us the wisdom and the genius to create technologies for your kingdom"

Action Items

Immediate Actions:

  1. Connect with Ian Newell about AI Rodeo implementation
  2. Gary to participate in December 12th NVIDIA hackathon
  3. Plan Applied AI meetup/event in Austin
  4. Begin Applied AI podcast planning

Strategic Development:

  1. Document Applied AI best practices and case studies
  2. Build community of Applied AI practitioners
  3. Create educational content for business owners
  4. Develop "no regrets" Applied AI framework

Long-term Planning:

  1. Applied AI conference (post OpenTeams fundraise)
  2. Expand to multiple cities/regions
  3. International Applied AI movement
  4. Alternative to hyperscaler concentration

Strategic Insights

Market Positioning:

  • Massive gap between AI hype and business needs
  • Enterprises asking "Where's the value?" after promises
  • Applied AI as discipline is nascent but critical
  • Opportunity for thousands of practitioners

Competitive Advantage:

  • Empathy and human connection vs tech arrogance
  • Focus on real ROI vs vanity metrics
  • Horizontal vs vertical integration
  • Community-driven vs corporate-controlled

Movement Philosophy:

  • Creating owners not serfs
  • Distributed agency vs concentrated power
  • Love and faith as fuel vs fear and competition
  • Practical value vs theoretical advancement

Risk Factors:

  • OpenTeams survival dependent on near-term funding
  • Joe Merrill execution challenges ongoing
  • Market education needed on Applied AI value
  • Competition from established consulting firms

Personal Reflections

Travis's Evolution:

  • From pure technical focus to movement building
  • Recognizing need for better hiring/management
  • Accepting financial sacrifice for mission
  • Balancing optimism with realistic planning

Gary's Transformation:

  • From social activism to business leadership
  • Integration of faith with professional mission
  • Rejection of traditional employment for agency
  • Commitment to helping real businesses

Tim's Contribution:

  • Bridge between technical and human needs
  • Understanding of educational transformation
  • Network access and relationship building
  • Vision for empathetic technology deployment

Theological & Philosophical Dimensions

Divine Patterns in Business:

  • Collaborative vs controlling leadership models
  • Creating abundance vs scarcity mindsets
  • Service orientation vs extraction focus
  • Long-term sustainability vs short-term optimization

Applied AI as Ministry:

  • Helping businesses as form of service
  • Creating agency and opportunity for others
  • Standing against "AI feudalism"
  • Technology for human flourishing

Community as Foundation:

  • Relationships over transactions
  • Trust-building through authentic service
  • Distributed ownership and decision-making
  • Local impact with global implications

The conversation revealed both immediate crisis and long-term opportunity, with Travis managing severe financial pressure while articulating transformative vision for democratized AI. The alignment between Travis's technical infrastructure, Gary's strategic communication abilities, and Tim's community connections creates foundation for significant movement addressing real market need while opposing concentrated AI power.