AI & ML interests

Applied LLM and ML for ERP, distribution, and supply-chain operations: retrieval-augmented generation over business data, text-to-SQL and natural-language reporting, document intelligence and structured extraction from invoices, POs, and EDI, agentic workflow automation, demand forecasting and anomaly detection, and fine-tuning small open models for private, on-prem deployment.

Recent Activity

Nickanick12  updated a dataset 14 days ago
Lumina-ERP/erpbench-distribution
Nickanick12  updated a model 14 days ago
Lumina-ERP/lumina-tsql-8b
Nickanick12  published a model 14 days ago
Lumina-ERP/lumina-tsql-8b-FP8-dynamic
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Organization Card
LUMINA ERP
Prophet 21 & Kinetic, running right.

A Houston engineering practice for Epicor Prophet 21 and Kinetic: implementation, data migration, integration, rescue, and managed support, plus an AI platform purpose-built for distribution and manufacturing ERP.

An engineer replies within one business day · Lumina ERP, LLC · Houston, Texas
The Platform
ERP intelligence, built in, not bolted on.

The next generation of ERP is AI-native. We're building it, layer by layer, on top of the systems distributors already run.

Lumina AI

Fine-tuned models trained on your ERP data: schema-aware, transaction-literate, and deployed local-first so your data never has to leave.

Lumina Agents

Autonomous AI workers that handle the busywork inside Prophet 21 and Kinetic, verified, gated, and auditable at every step.

Lumina Voice

An AI-powered phone system with live transcription and in-call intelligence, wired straight into the ERP your team already uses.

The Practice
Five ways engagements actually arrive.

Every one starts with a conversation with an engineer, not a sales sequence.

Implementation Data Migration Rescue & Stabilization Integration & Development Managed Support
Proprietary
Forged by Anvil.

Everything we ship is built by Anvil, our in-house autonomous engineering system. A long-running coding agent with oracle-verified writes, paired-reviewer gates, semantic memory, and a fleet runtime that scales from a single laptop to an 8×B200 swarm. Nothing counts as done until a mechanical verifier agrees.

$ anvil "goal"  →  plan · execute · verify · review · learn
Receipts, not promises
297
P21 windows mapped to the transaction API
22 years
of P21 community knowledge, indexed & searchable
QB · POS · Sage
source systems extracted, cleansed, landed in P21, verified
Both products
one practice: P21 & Kinetic, cloud and on-prem
Open Releases
The flagship pair is live.

A specialized model and the open benchmark it climbs. Trained without a single human label: every preference pair was graded by executing candidate queries against a live SQL Server.

© 2026 Lumina ERP, LLC · Houston, Texas · Serving distributors and manufacturers nationwide.