The hard part of AI-native isnt the model.
Most enterprise AI programs stall in one of two places. The first mile, where teams automate the wrong work before anyone redesigns it. The last mile, where a proof of concept wins the room and never survives production, trust, and governance. Neither gap closes with a strategy deck or another tool on the stack.
AINativeX is built around the split that decides the outcome. 70% people and process. 20% data and evaluation. 10% the model. That is also how we score a company in diligence: the reason a deal disappoints usually sits in the 70%, while most technical reviews grade the 10%.
Three ways we work.
Technical due diligence, two to three weeks. An operators read on whether the technology, the team, and the claims hold up, written the way an investment committee decides. Includes a talent map of who to hire and who to back.
AI-native transformation, three to six months. Embedded with the frontline, decomposing the work function by function, redesigning the highest-leverage workflows before automating them, and standing up the data, evaluation, and governance foundation underneath.
Product and technical scale, six months and up. For teams whose AI product works and now has to survive scale and enterprise buyers. Architecture for cost, latency, and reliability. Release gates. Engineering org design.
The practice is led by Abhishek Mishra, 25 years at Microsoft, Google, and Meta. At Google he rebuilt the platform behind 30,000 support professionals and 120M calls a year. At Meta he led 20+ GenAI agents worth over $100M annualized. Both were changed from the inside, which is where the method came from.
Clients buy judgment and a team that can run without us, not a bench of contractors. Engagements start small and end when your people can run it alone.
Start with a working session. Ninety minutes with you and a couple of your leads, on a workflow you already care about. akmishra@ainativex.ai
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Frequently asked questions
When was AINativeX founded?
AINativeX was founded in 2026.
What industry is AINativeX in?
AINativeX operates in Technology, Information and Internet. Find similar Technology, Information and Internet investors on gritt.io.
Where is AINativeX based?
AINativeX is headquartered in Seattle, United States.
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