Tiktaalik AIAI is not a feature. It’s an organizational capability.
Tiktaalik AI helps organizations turn AI from ad-hoc experimentation into a production-grade, measurable capability—starting with development teams.
Why most AI initiatives stall
The problem isn’t models. It’s how organizations adopt them.
AI is introduced as a feature, not a system
Tooling is adopted without changing how work happens
Costs grow faster than confidence
Knowledge stays fragmented in individuals
Leadership lacks visibility into real impact
What Tiktaalik AI does
Tiktaalik AI is an AI systems and organizational capability company.
We design and build production-grade AI systems
We embed directly into client teams
We take end-to-end accountability for outcomes
We make AI impact measurable and governable
"We don’t help you ‘use AI.’ We help you operate with it."
How we work
AI-Readiness Transformation (60–90 Days)
- Embed senior AI engineers into your teams
- Ship real, production AI systems
- Establish AI-ready development practices
- Make impact measurable
This is not an assessment. This is delivery.
AI Capability Stewardship (Retainer)
- Ongoing oversight of AI system health
- Governance of AI cost vs value
- Protection against drift, misuse, and silent decay
- Early detection of strategic inflection points
No execution. No ticket queues. Senior stewardship only.
Scoped Expansion
- New teams
- New AI systems
- Broader organizational adoption
All expansion is explicit, scoped, and outcome-owned.
Embedding principle
Tiktaalik engineers embed with client teams to co-own systems and outcomes—not to augment capacity—and remain accountable until the organization can independently sustain the capability.
What does ‘AI-Ready’ mean?
An AI-ready organization can reliably collaborate with AI systems—safely, measurably, and sustainably.
Who we work with
Good Fit
- Have real products and engineering teams
- Have experimented with AI but struggled to scale it
- See AI as strategic, not cosmetic
Not a Fit
- ✕Want demos or quick wins
- ✕Are looking for outsourced experimentation
- ✕Expect AI without organizational change
Why Tiktaalik
"Like its namesake, Tiktaalik bridges legacy organizations and AI-native ways of working—without breaking what already exists."
Our vision
Our long-term vision is to help organizations manage the full AI lifecycle—from experimentation to production to continuous evolution—across teams where humans and AI work together.
That future is built on real systems, real teams, and real constraints—not hype.