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El Paso, Texas · English and Spanish

We make data coherent.

Plant telemetry, clinical records, court files, public archives and a trader’s market feeds rarely agree with each other. Celaya Solutions Research is an independent lab in El Paso that builds the systems to reconcile them. Every answer shows where it came from, and a person makes the call.

01 · What we build

Six kinds of system, built the same way.

Each one keeps its sources, logs what it did and leaves the consequential call with a person. Every card names the real systems behind it and where each one stands.

01 · Industrial and manufacturing

Equipment that warns before it fails

Fault warnings read from drawings, live telemetry and maintenance history, hours ahead, with the evidence cited. Vendor manuals searchable by page and revision. Plant data captured read-only into one record, and the software never touches a breaker.

Built

What it includes

02 · Clinical, legal and civic

Records that check themselves

Workflow and evidence systems for a specialty practice, a case file or a public record. Every entry links to its source, conflicts are flagged with the evidence attached, every change is logged, and the physician, attorney or clerk makes the decision.

Built

What it includes

03 · Agents, MCP servers and apps

Agents that work across your tools

One agent across market data, brokerage, accounting, files and work boards that acts only through the actions you configure and records what it did. The MCP servers that connect a model to the software you already run, and the web or iOS app around it.

Built

What it includes

04 · Archives and large data

Large archives, verified and answerable

Billions of records mirrored to disk, checked file by file against a manifest and rebuilt to answer in milliseconds, each answer stamped with its snapshot. Historical collections searchable with the scanned page attached, and turned into new work that still traces to the record.

Built

What it includes

05 · Search

Search that cites its source

Questions across approved manuals, procedures, policies and records, answered with the document, page and revision, and a plain answer when the documents do not say. In English, Spanish or both.

Built

What it includes

06 · Model and safety evaluation

Models tested before they are trusted

Before an agent gets more autonomy or a model goes into production, measure how it behaves: contained scenarios with the pressure stated, a fixed scoring rule, every transcript kept, misses written next to hits. Architecture experiments state a claim that could fail.

Built

What it includes

What each one includes

02 · Live now

Eight systems running in public.

  • Live · Texas history

    Trinidad

    5,435 rare Texas historical documents and 1,065,357 passages, searchable in public. Every answer links to the record it came from.

    trinidad.town · How it works

  • Live · Biodiversity records

    ARK

    The global biodiversity occurrence record, over 3.7 billion entries, mirrored to local disk and rebuilt so a question answers in milliseconds.

    Open the live site · How it works

  • Live · Archival screenwriting

    DRAMATURG

    Turns historical archives into screenplays where every line traces back to a real record.

    Open the live site

  • Live · Clinical index

    GALEN

    A source-linked clinical index. Every claim carries the record it came from, so a reader can check it instead of trusting it.

    galenindex.org

  • Live · Practice workflow

    ATRIUM

    Workflow software built for one specialty medical practice around its record handling requirements. It proposes; the physician decides.

    Open the live site · How it works

  • Live · Legal analysis

    VERDICT

    Legal analysis split across four agents that each see only their part of the record, so the one arguing a position never judges it.

    Open the live site · How it works

  • Live · Biometric identity

    MORTEM

    Live pacemaker and wearable telemetry streamed, scored and anchored on chain as a biological identity proof.

    mortem-agent.xyz · How it works

  • Live · Cardiac telemetry

    PACEMAKER

    Live pacemaker telemetry anchored on chain: roughly 86,400 beats a day, each one a timestamped record.

    Open the live site

All the work · Instrument catalog

How it works

Four steps, one decision at each.

  1. Free call

    Tell us the problem, who has it and what it costs you today. No questionnaire, no documents.

  2. Diagnostic, fixed price, up to $3,000

    A written finding: what data you have, what is missing, what to build and what not to build. Sometimes the answer is nothing.

  3. Build or pilot

    Scoped and priced on its own, with milestones you can inspect and a way to measure whether it worked.

  4. Handover

    Source code or a hosted system, documented, with support and running costs written down before we start.

Scope and price are in writing before any paid work. Consulting outside a build is $125 an hour.

How we work, in detail

04 · Who

One builder, start to finish.

Christopher Celaya runs the lab and does the work. He spent twelve years in industrial electromechanical systems, hyperscale data center operations and medium-voltage switchgear manufacturing before he wrote software for a living. The habits came with him: keep the source, log every change, and let a person make the call that matters.

About Christopher

05 · Research

The lab publishes what it learns.

Papers
The Celaya Chain Protocol whitepaper, the Earned Autonomy Architecture preprint, and technical reports on coherence as a security primitive and multi-dimensional intent alignment.
Field research
CORRIDOR, a civic field paper on El Paso’s data center buildout: deal structure, desert water, grid cost and the jobs promised against the jobs contracted. FACET puts five expert lenses on whether the city should pause new incentives.
Autonomy
AXON has to earn its autonomy through a behavioral classifier and a hash-anchored audit trail. JUNIPER runs local inference first and calls a hosted model only when the work requires it. BOARDROOM has several models argue one question and keeps the disagreement as the result.
Provenance
CCP, six on-chain programs that score an agent’s coherence before its actions are trusted, sits underneath EPPE’s civic records and MORTEM’s live pacemaker telemetry.
Sound and motion
MYELIN detects frisson, the chill a piece of music can trigger, from the audio alone. Beat Saber to robotics extracted about 17.7 million two-handed movement patterns from roughly 20,000 VR rhythm game maps as robot training data.
Catalog
The instrument catalog holds every instrument in the lab’s registry, from running systems to concepts, with the live ones marked.

All research

Next step

Start with the problem.

Write a few lines about who needs help and what does not add up. The first call is free. Leave confidential files out of the email.