AI infrastructure
BatchIn
Inference API, batch jobs, and dedicated GPU capacity for teams that need stable throughput.
BatchIn / AI Solutions / AI4Edu
Where compute ends, intelligence begins
From GPU clusters to production AI to classroom systems, we build what teams and schools actually need.
Three business lines
One company, three lines
BatchIn, AI Solutions, and AI4Edu share one operating standard without blurring what each one does.
Applied AI
AI Solutions
Production AI systems for internal tools, service operations, vision programs, and edge workflows.
Education tools
AI4Edu
AI education systems and student learning twins for schools that need earlier intervention.
Why this structure
Clear scope upfront
You should know where the product starts, where delivery begins, and where human accountability stays.
Infrastructure that gets used
BatchIn keeps us close to live traffic, hard latency budgets, and the economics behind every deployment.
Built around the handoff
We look for the queue, review step, or decision that is slowing a team down, then design the system around that constraint.
Clear human control
The model can draft, route, or score, but the accountable person still owns the decision that matters.
Delivery model
Start narrow, then expand
We start with one workflow, one owner, and one success metric before scale enters the room.
AssessPilotProduction
01
Assess
Map the workflow, system boundaries, and success metric before building.
02
Pilot
Use the first working pilot to validate integrations, rules, human review points, and metrics.
03
Production
Once in daily use, watch logs, feedback, and metrics, then decide what scales.
01
Assess the workflow
Map the owner, systems, data boundary, and success metric before anything ships.
02
Ship the first system
Deliver a working prototype in 6 weeks with the integrations, review points, and reporting the team actually needs.
03
Run it for real
Move into daily use, harden the weak spots, and expand only after the first workflow proves itself.
FAQ
Questions worth asking
The brand relationship, delivery posture, and contact path in one place.
LuminaPath runs BatchIn for inference, builds AI systems for operating teams, and ships AI4Edu for schools.
Direct contact
Start with one problem
Tell us what is blocked. We will tell you whether to begin with BatchIn, a scoped system build, or AI4Edu.