Four programs. One bench in Oakwood, Texas.

Each runs on its own domain.

Programs

01 · Time
TAREProgram

tareprogram.com

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Timing evaluation

When two clocks disagree, make the disagreement defensible.

GNSS clock comparison evaluation. We hold out a slice of your panel, run the transformation in-house, and ship results only.

  • Before we ship any transformation, it’s validated against a slice of your panel we never see during training.
  • Evaluation, not a black box: you pick the AC, we tell you what the comparison product actually does.
  • We lock the holdout split before any of your data touches our pipeline.
  • An invite-only ninety-day pilot. You get results; the protocol stays the same as the public demo.
  • Runs on tareprogram.com use the same frozen protocol — they’re not a sales rehearsal.
  • Evaluation never co-mingles with procurement. Different conversations, different rooms.
  • The transformation has an identity, not a knob inside someone else’s correction layer.
  • Holdout-validated remainder is what we publish. Calibration curves and tuning charts aren’t claims.
  • Exhibit halls and buyer pilots use the same methodology — only the data wall changes.
TRAIN / HOLDOUT · illustrative
Enter tareprogram.com
03 · Confidence

Lattice

Confident recommendations

Confidence when it matters.

banlys.com/lattice

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Confidence-gated AI

Recommendations that know when they don’t know.

Patent-pending confidence gating — serve when sure, abstain when the model shouldn’t speak.

  • Patent-pending confidence gating on the ranking layer — not bolted on later.
  • Either the model is confident enough to serve, or it abstains. No middle setting.
  • On normal MovieLens sequences, +77.4% Hit Rate@10 over the baseline ranker.
  • Production drift was the primary design target. It wasn’t an afterthought.
  • Lattice refuses candidates that fall outside its trained confidence envelope.
  • Epistemic humility lives in the architecture, not in marketing copy.
  • The demo and API sit on the Banlys research track at banlys.com/lattice.
  • Hit-rate gains are published with reproducible seeds and held-out splits. No back-fit.
  • A ranker that ships without a confidence gate is shipping confidence by default. That’s the bug.
  • There’s no version of Lattice that ranks past its envelope. Not for benchmarks, not for clients.
Explore Lattice

Products

02 · Field

JuJu Paranormal®

Pursuit

jujuparanormal.com

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Field instruments

JuJu Paranormal Pursuit

Field instruments for paranormal investigation — entropy sensor, EVP capture, Michael AI, and an evidence vault. Live on iOS and Android.

  • We make field instruments for paranormal investigation, not theater props.
  • Available today on iOS and Android, with thousands of investigators in the field.
  • Location work needs measurement-first design. JuJu is built that way from the kernel up.
  • Keep your sensors honest — calibrate the baseline before every session.
  • Built around an entropy-based variance sensor, EVP capture, Michael AI, and an evidence vault.
  • Evidence stays tied to what was actually captured. Review before you claim.
  • Hardware-class sensors using the phone you already carry — no external rig required.
  • iPhone via TestFlight, Android via Google Play — both carry the current public build.
  • No story the reading can’t support. Take the reading first.
  • Documented IP: JuJu Paranormal® trademark, patent-pending instrument stack, source on file with the US Copyright Office (TX0009589325).

ENTROPY · LIVE

Open jujuparanormal.com
04 · Matter

Pro-Tocast®

Rotational cast · workshop-built

pro-tocast.com

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Precision hardware

Pro-Tocast® rotocasters built like furniture.

Motorized wooden rotational casters — hand-built in Oakwood, shipped to makers worldwide.

  • Years of production runs — thousands of machines hand-built and shipped worldwide.
  • Oakwood workshop builds every platform for resin and hollow casting.
  • Unique craft-first engineering. Wood and steel where everyone else uses molded plastic.
  • Trusted by hobbyists, prop builders, and small-batch resin shops for almost a decade.
  • Registered trademark: Pro-Tocast®.
  • Orders, specs, and support live at pro-tocast.com.
See pro-tocast.com