◆ Applied research institute · Diesel emissions & efficiency
Deep intelligence on the machines the world already runs.
An applied-research institute turning validated science into operating companies — at the crossroads of operating cost, fleet productivity, emissions, and compliance.
◆ The core narrative · “win-win,” made rigorous
Four pressures. One solution.
You don’t trade these against each other. AI applied to legacy assets advances all four at once.
◆ Thesis
AI tissue on a legacy baseline.
We pair modern machine intelligence with the durable, ubiquitous installed base of heavy-duty diesel systems — improving what is already deployed rather than waiting for it to be replaced.
Method language kept general — no emissions-species detail in public copy.
◆ Proof · lead with validation
Figures trace to the published WP1 / WP2 record and are reported across measurement tiers separately — realized, workpaper-backed figures are shown here; identified-pilot totals are detailed in the papers.
◆ Platforms · where the science ships
Validated research, commercialized separately.
Emissions-Based Maintenance
The institute’s diagnostic science, commercialized through Revealiency’s EBM AI™ platform — hard ROI selling lives there, kept cleanly separable from the institute.
→ revealiency.comAdditional innovations in development
Further applied-research programs are advancing toward validation. Details are held until filings clear — conservative disclosure is a feature, not a limitation.
◆ Featured publications
From the research library.
◆ Why an institute
Provenance that adds value to every spinout.
Foundational research
The measurement science, published openly.
Field validation
Tested against the real, deployed fleet.
Protected IP
Granted patents secure the method.
Spin-out company
A clean, separable operating company.
◆ Principal investigators
Judged on people, publications, and method.
Jeramiah Forbush
CPA / CGMA · Big-4 background · operator · inventor of record on the granted patents. President & Co-Founder, Revealiency.
Steve Forbush
40+ years of diesel field expertise · co-inventor on the emissions-based maintenance method. CTO & Co-Founder, Revealiency.
Pilot a solution · partner on research · explore a spinout.
Open to fleet operators, academic partners, national labs, standards bodies, and co-authored SBIR / SAE work.