NEC Consult — Private AI that ships

Veteran-owned. Consulting since 1997. 14 years on U.S. Department of Veterans Affairs benefits systems, plus Fortune 500 programs.

Home-care agencies · EVV, payroll, onboarding Legal teams · research grounded in your documents Government & enterprise · private, auditable AI

What we do

We take the work off your plate.

Not a slide deck of "could-dos." Every system below already runs in production against a real, regulated operating business before it's offered to a client.

Healthcare operations

Stop losing hours to EVV failures and timesheets.

We watch your EVV system, catch the missed clock-ins and broken links before payroll, and auto-generate the compliance timesheets your staff used to chase by hand.

In production: weekly EVV-gap detection across a live agency, plus DocuSign-integrated timesheets auto-filled from EVV data — separating real exceptions from clock events that just failed to link.

Knowledge & documents

Answers from your documents — with citations you can trust.

Your contracts, regulations, and case files become a private assistant that answers in seconds and shows its sources — with a verifier that flags any fabricated citation before it reaches a user.

Validated: a domain-tuned model lifted from 20% to a bar-passing band on the official NCBE MBE benchmark — trained entirely in-house on our cluster.

Private by design

AI that runs on infrastructure you control.

No per-token surprise bills, no rate limits, no data leaving the building. We run your models on a private, dedicated cluster inside a HIPAA-grade network — built for regulated data from day one.

Built in: default-deny firewalls, isolated fabric, encrypted state, full audit trail — and local-only models for anything that touches PHI.

Why us

Track record, not a pitch.

A team that has shipped mission-critical systems for two decades — now building private AI the same way.

Veteran-owned, government-proven.

14-year track record on high-profile U.S. Department of Veterans Affairs benefits programs — enterprise applications, administration, and program management — plus private-sector delivery for Fortune 500 companies.

We run it before we sell it.

Our team operates a real, regulated Pennsylvania home-care business. Every automation we ship runs in production there first — so you're buying something proven, not a prototype.

Dedicated, never metered.

A private Blackwell GPU cluster on isolated fiber. Capacity is allocated, not metered — no upstream rate limits, no model-deprecation rug-pulls, no cloud markup.

Pennsylvania-local.

Headquartered in West Chester. We come to your conference room and scope the real problem in person — not after six discovery calls.

The infrastructure

Real compute. Honest numbers.

Six NVIDIA Blackwell GPUs across four nodes — a private supercomputer for training and serving your models. We quote both the vendor peak and what we actually measure, so you can see the gap most vendors hide.

NVIDIA-rated peak · FP4 sparse

up to 18 PFLOPS

NVIDIA published ratings — 4 PFLOPS × 4 RTX PRO 6000 Blackwell + 1 PFLOP × 2 DGX Spark (GB10). The headline "AI TOPS" figure.

Measured in our cluster · dense

2.5 PFLOPS FP8

1.3 PFLOPS BF16 — benchmarked end-to-end on the actual cluster. The throughput your workload really runs at.

Why two numbers? The NVIDIA figure is FP4-sparse peak; ours is measured FP8/BF16 dense — roughly 60–70% of vendor peak, which is normal realized throughput on bleeding-edge Blackwell silicon. Most vendors quote only the big sparse number. We give you both. See the full per-GPU benchmarks →

Talk to us

If you have a real problem, we'll tell you
whether we're the right fit.

Email goes straight to the operator. Expect a response the same business day.

mj@necconsult.ai

NEC Consult · Veteran-owned · IT & AI consulting since 1997 · West Chester, Pennsylvania

We take the work off your plate.

Stop losing hours to EVV failures and timesheets.

Answers from your documents — with citations you can trust.

AI that runs on infrastructure you control.

Track record, not a pitch.

Veteran-owned, government-proven.

We run it before we sell it.

Dedicated, never metered.

Pennsylvania-local.

Real compute. Honest numbers.

A private cluster, run in-house.

Watch an AI agent do the job.

If you have a real problem, we'll tell you
whether we're the right fit.

We take the work off your plate.

Stop losing hours to EVV failures and timesheets.

Answers from your documents — with citations you can trust.

AI that runs on infrastructure you control.

Track record, not a pitch.

Veteran-owned, government-proven.

We run it before we sell it.

Dedicated, never metered.

Pennsylvania-local.

Real compute. Honest numbers.

A private cluster, run in-house.

Watch an AI agent do the job.

If you have a real problem, we'll tell youwhether we're the right fit.

If you have a real problem, we'll tell you
whether we're the right fit.