An AI engineering studio that ships
We design, build and deploy production AI across language, vision and retrieval, with the same discipline in domains where reliability and safety matter most.
Founder-led, intentionally small
Shailesh Pandey
Enterprise AI architect with 20+ years building production ML and LLM systems across healthcare and life-sciences data. PhD candidate in AI at the University of Kansas; AWS-certified (Solutions Architect and ML Specialty). Also leads AutismAI Lab, Sohgrow’s research arm.
Principles, not promises
Production over prototypes
A demo is easy; a system you can trust is not. We build for reliability, observability and maintenance from day one.
Grounded, not guessing
Retrieval, citations and LLM-as-judge validation mean answers are traceable to sources, not confidently wrong.
Human-in-the-loop by design
Automation handles the repetitive work; people stay in control of the decisions that carry weight.
Science-first
Our methods are grounded in research and measured against real baselines, not vendor hype.
From first call to production
Tell us what you are working on. Here is what happens next.
- 01
Discovery call
A conversation about the workflow, the data, and what “done” looks like.
- 02
Prototype
A working proof of concept scoped to your real data, so you can see it before committing further.
- 03
Production build
Rebuilt for reliability: evaluation harnesses, monitoring and human-in-the-loop controls, deployed on your infrastructure.
- 04
Support and iterate
We stay attached after launch: monitoring, retraining and extending as your data and needs change.
Engineering with empathy
Sohgrow is the commercial AI engineering studio. Our care and neurodiversity research, autism and elderly-care tools and open science, lives at AutismAI Lab. The same people, the same standards.
AutismAI Lab
PhD-level research and open-source AI tools for autism assessment and intervention.
Visit AutismAI LabLet’s build something worth shipping
Tell us about the workflow, the data or the idea.