- How might we …
- make clinical operations AI-native
- For …
- hospitals and health systems
- In a way that …
- is safe, auditable, and shipped to production
- So that …
- clinicians spend their time on care, not admin?
Your internalArtificial Intelligencebuild engine.
We embed inside. We architect. We build. We ship.
Leslie + XINA — your always-on AI team, live in 24 hours.
An AI receptionist and workspace that runs your front office while you work. From $350/mo.
Real transformations, in production.
Computer vision, domain-specific foundation models, and Patient-360 agents — on a governed data foundation.
ExploreAdministrative data governance, reinvented with generative-AI analytics.
ExploreAI-native engineering teams from LatAm & beyond — embedded in US & EU companies.
ExploreMake manufacturing AI-native — so they scale and open the next branch.
ExploreA founder's full-stack AI engineering arm — vision to shipping product.
ExploreEvery AI move is a venture. We frame it like one.
Modernize a function, reinvent a department, or launch something brand new — in the age of AI, every one of those is a venture. And ventures die when they're run like IT projects. So we begin where great ventures begin: the right challenge, sharply framed.
A deep dive, then a build — not a slide deck.
Real design thinking, the right architecture, best practices applied deeply — because depth is where value is made. We embed like your own team, staffed by engineers we forged ourselves: unknown talent transformed into world-class, on your hardest problems.
Discover
Deep design thinking — the market, the real pain, the customer journey. Idea → pain → opportunity, framed sharply.
Architect
Business → functional → technical requirements. We get the architecture right first, best practices applied — the step that decides everything.
Plan & track
Mapped to projects, milestones and cycles, down to granular activities — deep, disciplined work, nothing untracked.
Build the team
Engineers we forged ourselves — unknown talent transformed into world-class — an awesome team on your hardest problems, quality-monitored at every step.
Ship & scale
To production, with proof — then the operating model to run the next venture yourself.
We become your internal AI venture factory.
The goal was never one project — it's a pipeline and a portfolio of AI-native ventures that compound into real growth. Run innovation like a factory and you win; run it like a cost center and you stall, which is exactly why most enterprises struggle. We become that factory, inside your walls.
Ideate
Surface and frame the ventures worth building.
Incubate
Build the first AI-native product — fast.
Accelerate
Prove it, harden it, put it in production.
Scale
Portfolio, platform, and the model to keep going.
Innovation isn’t a department. It’s the whole company.
A new AI venture never lives in one function. We plug into all of them — IT, operations, finance, legal, product — so the whole organization builds together.
Anshuman Naha
Founder, Ankbyte
Talent is everywhere. Opportunity isn’t.
I came from a small town in India to the front lines of production AI across Mexico and the US — eleven years shipping real systems inside real organizations: banking platforms, medical-device vision, dental computer vision, hospital revenue-cycle AI. Two things became undeniable. Get the architecture right first — most AI efforts fail by skipping it, and depth, not speed, is where value is made. And the gap between talent and opportunity is everywhere you look. So we build both: production AI for real organizations, and the engineers who ship it — taking overlooked, unproven people and forging them into world-class AI engineers, at global scale.
- 11 years in production
- Mexico City · Monterrey · Austin · Los Angeles
- Banking · MedTech · Healthcare AI
A 1:1 with Anshuman — grab a time directly on his calendar.
Built in the open. Proven in production.
- agents across departments — our own OS
- 37 / 8agents across departments — our own OS
- in production inside real organizations
- 11 yrsin production inside real organizations
- from data chaos to agentic AI
- 90 daysfrom data chaos to agentic AI
Ankbyte, in production inside a global technology leader — and scaling.
Industry partnerships
Clients
Institutions & alliances
Tell us which room you're in.
Every path is a different conversation — pick yours. No pitch, no obligation.