CAMBIAR
Code was never the asset.
Cambiar takes on your product and engineering development with a GenAI development practice, ships outcomes in weeks, then trains your team to take it back, running an AI-native SDLC of your own.
Capability, not dependency.
Take On. Transform. Transfer.
One model, start to finish. We run your development, rebuild your SDLC as we go, then hand it back.
Take On
We assume responsibility for your product and engineering development. Spec-driven development, phoenix architecture, follow-the-sun teams across Oakland, Nairobi, and India.
Transform
The work itself rebuilds your SDLC as AI-native. Specs and evaluations become your durable assets, code becomes regenerable, and delivery velocity compounds.
Transfer, or Sustain
We train your team to take development back onboard with the new SDLC. Prefer ongoing outsourced development? We do that too. Either way, you choose. Dependency is never the default.
In a spec-driven, regenerative SDLC, the knowledge lives in reviewable, executable artifacts, not in our engineers' heads. Handing the system back isn't a risk. It's the design.
The durable IP of a software business is its intent.
The specs, evaluations, and architecture that define what a system must do, not the code that happens to do it today. Code is now abundant and regenerable. Systems built this way are cheaper to run, faster to change, easier to diligence, and structurally defended against the AI disruption repricing legacy software.
We call it phoenix architecture: software designed to be safely rebuilt from its own stated intent. Evaluations are the real codebase.
Who We Serve
Private equity firms, family offices, and the companies they own, plus founders and mission-driven teams building at the frontier.
Private Equity
Your value-creation plan says AI. Your portfolio companies can't execute it. We close the gap across the portfolio, from diligence before the deal to ingestion after close.
Family Offices
You want a partner who will still be relevant in ten years, not a vendor chasing the next hype cycle. We build capability that stays with your companies.
Startups
You need to ship, not wait. Follow-the-sun teams across Oakland, Nairobi, and India move your product continuously, so momentum never stops.
Government & Defense
Modernization mandates are real, and so are the constraints. We hold active NASA credentials and understand mission-critical deployment from the inside.
Non-Profit & Impact
Selected engagements for organizations doing work that matters. Not charity, partnership on missions we believe in.
The Real World
The transition to a GenAI core carries real risk. We'd rather name it than sell around it.
Revenue systems can't blink mid-migration. Some entrenched systems outlive every plan to replace them. Adapted talent is scarce, we are at the birth of the GenAI core. And no technical transformation sticks without operators who have the agency and willingness to step up.
Our answers are structural, not rhetorical. Spec-driven means every change is reviewable before it's executable. Regeneration runs incrementally, in parallel with production, with no big-bang cutovers. The transfer model means no cliff-edge vendor exit. And residual risk is quantified per system, because "no risk" is not a claim serious investors accept.
Technical debt isn't the only debt.
Every company also carries cultural debt, the gap between how its people work today and how a GenAI-core company must operate. We help retire both, including operator-readiness programs that build leadership buy-in before the transformation, not after it stalls.
Engineer-Led
Cambiar was founded by two operators who have spent 30+ years building, scaling, and exiting technology companies through every major disruption since the dot-com era. Between them: 7 companies started, 6 sold, 21 acquired. Exits to Cisco, Aspect, SmartRent, and Serent Capital. Operations on five continents. We ship production code. Decks are a by-product.
Jason Goecke, Co-Founder
VP/GM at Intel and Cisco. CEO of Tropo (to Cisco). NASA SCIFLI. Writes Dispatches From the Edge of Now.
Full bio →Jonathan Taylor, Co-Founder
7 companies started, 6 sold, 21 acquired. Voxeo (to Aspect), Tropo (to Cisco), PhotoDay (to Serent). NASA SCIFLI.
Full bio →Cambiar Studio
We don't just advise on transformation. We build alongside you.
Cambiar Studio is a separate venture entity that incubates companies, takes equity positions, and offers co-investment opportunities to PE and family-office partners. Each portfolio company is structured as a Delaware C-Corp for clean governance and QSBS eligibility.
Explore the Studio →"We exist at the intersection of transformation and venture building. The studio model lets us keep real skin in the game, building the future we advise about."