Catch the fail
before it costs
you the day.
Five Star is the authorized Validiti licensee for the oilfield vertical. We don't lead with a product. We lead with the foundation everything sits on — the way data is read and written at every asset. The products you'll see below are the natural consequence of getting that foundation right.
Everything below is the same architecture,
one layer at a time.
Foundation first. Then the box that runs on the foundation. Then the hardware that talks to the box. Then the application that emerges when all of that is in place. Then where it shows up in your operation. Then the license. You can read this site top-to-bottom and the stack will read top-to-bottom with you.
The reads and writes.
It all starts here.
Every pump cycle, every pressure tick, every signal an asset emits — stored at the asset, losslessly, signed at the moment it's written. That's the foundation. Not a database. Not a data lake. A different way of doing the same job every monitoring stack does today — better at what the job actually requires.
We do something you already do, but better. Same operations. Same data. More value out of every one.
Ask any question, against any moment
Queries that aren't possible today on downsampled SCADA become routine. "What did this bore look like at the same crank angle three quarters ago?" is one query against data already stored as it happened.
Keep everything, give back nothing
Lossless. Frequency-ranked. A fraction of the storage footprint your time-series database needs today, for the same record set. Nothing thrown away. Nothing downsampled to "what fit."
The answer is already in the chain
Replay any decision from any point in the asset's life. The storage layer is the audit layer is the feature store. One read, one signed answer, one chain.
The foundation runs
on a small sealed box.
Every diesel-electric asset on a pad already has an ECM — a sealed box that runs the engine. Operators trust it because of its protocol, not because anyone reads its source. The VAM — Validated Asset Module is the same shape, one layer up. One box per pump, drill, ESP or tree, doing the reading, writing, and learning at the asset.
The VAM is where the foundation lives in the physical world. It reads the asset native, writes to the chain, compares to the asset's peers, and signs every claim — all four jobs, every time, by construction.
What talks to the box.
The VAM is the brain. The hardware is the rest of the body — sensor packs, instrumented bits, ground scanners, custom subs, drone pods. An engineering library of more than thirty designs, free to take with the substrate license, ranging from instrumented Rock Bits to commodity-priced ground scanners that do the work a $25k GPR cart does today.
Native sampling, at the asset
Reads every channel at the rate the asset actually emits. Not the rate a SCADA gateway downsampled it to. Crank-angle-aligned where it matters.
Wear and load, learned across the fleet
Sensor pack inside the bit. The substrate compares every bit on every rig at the same RPM and torque. The bit that drifts is the bit to pull — weeks of bores earlier than crew gut.
What's under the bore, before the bit turns
Commodity-priced rover or drone pod walks the bore corridor in fifteen minutes. Tablet shows a classified subsurface profile: steel, plastic, void, water, unknown. No expert operator required.
34 designs, 7 clusters, free to take
Permanent in-casing nodes. Per-joint workover intelligence. H₂S monitor-monitor. Frac iron overpressure prevention. Cement bond integrity. Take one, take all of them. No per-invention paperwork.
What V.L. becomes
when it has all of that underneath.
Validated Learning is the application layer. Not a separate product. It's what the foundation, the compute, and the hardware add up to. V.L. catches the bore that's about to fail, compares pump-to-pump on the same pad, signs every claim it makes, refuses to predict where the data doesn't support a prediction. Most learning tools guess. V.L. either knows or says it doesn't.
~100× fewer false alarms than per-asset anomaly detection on multi-asset data under shared confounds. 0% hallucination by construction. Every output traces to a signed record. Lawyer asks where the data came from — the answer is on the chain, not in someone's memory.
Where it shows up in your operation.
The stack lands in four oilfield chains. Same foundation, same compute, same V.L. — different learned-pattern library per chain. Each chain opens as it's ready; OilfieldChain is Wave 1 open today.
OilfieldChain
Completion, frac, stimulation, wireline. Pump-by-pump comparison instead of per-tag thresholds. Fluid-end differential by physics, not by training data.
DrillChain
Drilling, rig, MWD/LWD, surface systems. Cross-rig pattern marketplace. First-mover discoveries become tradeable signed assets the operator owns.
ProductionChain
Artificial lift, rod, ESP, gas, plunger. Cross-well lift-pattern recall — what worked on well 47 last year queryable against well 89 today.
OffshoreChain
Offshore + subsea, floaters, trees, ROV ops. One avoided ROV trip per asset per year covers the license fee.
$30,000. One year. First thirty.
Flat introductory fee. No tiers, no revenue triggers, no regional carveouts. Customer libraries belong to customers. Engineering library included free. Renewal pricing written down before renewal, not after.
$30,000 introductory license. Covers Year 1 as a licensed Five Star customer. Available to the first thirty companies across the four chains, then closes. Hardware supplied by us or installed through us — no surprise SaaS line item.