The operators behind AISOFT
Builders, hands on the code.
Ravinder Jilkapally — founder and principal AI engineer, twenty years from enterprise platforms to edge inference — with a trained engineering bench for larger builds. Meet the team →
Where our operators have shipped
Receipts
Shipped work. Not claims.
Civic data. Sports vision. Education. Creative tooling. Local infrastructure.
Undervolt
2.2M Austin permits. Energy trends. Nemotron on a 60W Jetson. First place at NVIDIA DGX AITX.
RefereAI
Ball trajectory, spin, bounce, and call explanation with vision-language models.
Studio Copilot
On-device curation, review, contracts, invoices, and feedback for creative teams.
StudyPal
Voice tutor. Schoology sync. Photo grading. Parent digests.
What you can hire AISOFT to do.
Four engagement shapes. Each one ends with something your team runs.
01 · Assess — start here
Prove what works
Evals on your own data: ground truth, scoring, and a ranked read of which approach actually wins. Most teams start with the AI traction sprint — AI intent into architecture, agent patterns, code quality, and a build path, with your people in the room.
02 · Architect
Design the system
Architecture review and build scope: model routing, retrieval, privacy boundaries, audit trails — before a line is written.
03 · Build
Ship it
Hands-on implementation into your stack — agentic workflows, local models, edge deployment. Code is the deliverable.
04 · Enable
Hand it off
Your team runs it: owner notes, review gates, retrain cadence, and the operating rhythm to keep shipping with agents.
Also: mentoring and team training for builders at every stage — first 30-minute session is free, no pitch deck, no SOW. Engagement shapes & pricing →
Bring the real AI problem.
Send what you are trying to make work. We will reply with fit, first scope, and the cleanest next step.