# Axiom & Alloy, Inc.
> Premier Texas Software Lab and AI Adoption Consultancy based in Greater Houston, Texas. Applying autonomous AI agents, deterministic verification, and operational systems where work repeats across data, software, and physical operations.

## Overview
Axiom & Alloy, Inc. is a registered Texas corporation and software lab operating out of Greater Houston, Texas. The lab engineers deterministic software around probabilistic AI models, ensuring human accountability, zero data training leakage, and verifiable outcomes.

Eighteen portfolio companies: Four are live operating businesses. Fourteen are active research initiatives in the lab.

## Key Facts
- **Headquarters**: Greater Houston, Texas
- **Legal Entity**: Axiom & Alloy, Inc. (Texas Corporation in Good Standing)
- **Subsidiaries**:
  - **Axiom**: Operating subsidiary holding customer service contracts and sales agreements.
  - **Alloy**: Holdings subsidiary holding long-cycle physical assets, equipment, and notes.
- **Canonical URL**: https://axiomandalloy.com
- **Inquiry Scope**: AI consulting and bespoke operational software development. Form copies a structured note with no premature billing or fake sent states.

## Live Operating Companies (4)
1. **UnPile** (`https://tryunpile.com`)
   - *Category*: Physical · Live (Houston, Texas)
   - *Line*: Routes, plans, and the calls that leave the group text.
   - *AI Role*: Route optimization and repeat pickup/delivery logistics for wash-and-fold, dry cleaning, and household goods.
2. **BeBella** (`https://bebella.beauty`)
   - *Category*: Physical · Live (By consultation)
   - *Line*: The visit is a person. The record stays straight.
   - *AI Role*: Consultation reconciliation and medical record verification. Treatment amounts stay on bebella.beauty.
3. **Motive & Myth** (`https://motiveandmyth.com`)
   - *Category*: Physical · Live (Houston Production Studio)
   - *Line*: The day is a crew. The cut is assisted.
   - *AI Role*: Post-production footage categorization, automated transcription, rough cut assembly. Real camera crews in physical rooms; zero synthetic generation presented as live events.
4. **NxtSpin** (`https://nxtspin.com`)
   - *Category*: Software · Live (Laundromats)
   - *Line*: AI-driven operations for laundromats. The model is the product.
   - *Public Note*: Live company whose public site still indicates system initialization. No subscriptions or plans sold from portfolio.

## In Development / Active Lab Initiatives (14)
*Strict policy: In-development names do not offer prices, checkouts, or take orders.*
- **80/20** (`https://80-20.app`): Operational prioritization separating high-leverage outcomes from busywork.
- **Agent Rerank** (`https://agentrerank.com`): Dynamic routing and ranking for autonomous multi-agent task execution.
- **FraudQuitam** (`https://fraudquitam.com`): Evidence pipeline for qui tam matters. Not a law firm; does not file cases.
- **Global Claw** (`https://global-claw.com`): Agent execution boundaries allowing agents to act on external systems under deterministic rules.
- **Hamonyze** (`https://hamonyze.com`): Single-source operational truth reconciliation across fragmented enterprise tools.
- **Helomatic** (`https://helomatic.com`): Minimal API automation endpoint for direct machine interaction.
- **HQ Graph** (`https://hqgraph.com`): Company dependency graph mapping human workflows, tools, and operational bottlenecks.
- **Marryology** (`https://marryology.com`): Comprehensive wedding planning and logistics data architecture.
- **Must Be Viral** (`https://mustbeviral.com`): Houston content production and video studio workflow pipeline.
- **Ototto** (`https://ototto.com`): Early-stage product initiative parked until plain-language thesis is proven.
- **Preempio** (`https://preempio.com`): Pre-commitment conflict detection software surfacing contractual clashes before signature.
- **ProtoThrive** (`https://protothrive.com`): Prototype validation pipeline testing software viability before company formation.
- **RevOps CX** (`https://revops.cx`): Revenue operations tracking and deterministic pipeline handoff management.
- **She Runs Code** (`https://sherunscode.com`): Automation verification tooling. Flagship tool is `n8n-lint`.

## Technical Guides & Field Notes
Directory: `https://axiomandalloy.com/guides`
1. **Adopting AI in Greater Houston: Finding the Operational Repeat Loop** (`https://axiomandalloy.com/guides?guide=adopting-ai-houston-operations`)
   - Operational AI framework for identifying high-frequency human cognitive repetition in Houston route logistics and back-office pipelines.
2. **Deterministic Verification: Why Prompts Fail in Production Systems** (`https://axiomandalloy.com/guides?guide=deterministic-verification-vs-probabilistic-prompts`)
   - Engineering architecture for wrapping probabilistic LLMs in strict Zod schema validation, regression test harnesses, and subagent reranking.
3. **AI for Physical Operations: Laundromats, Route Logistics, and Studios** (`https://axiomandalloy.com/guides?guide=ai-operations-physical-businesses`)
   - Production case studies from UnPile (Houston laundry logistics), Motive & Myth (assisted film editing), and NxtSpin (laundromat operations).
4. **The Legal Architecture of Operational AI in Texas** (`https://axiomandalloy.com/guides?guide=legal-architecture-ai-contracts-texas`)
   - Corporate structuring separating operating liability (Axiom) from holding physical assets (Alloy) under Texas law.
5. **Deploying Autonomous Edge Agents with Cloudflare Workers and MCP** (`https://axiomandalloy.com/guides?guide=building-edge-ai-agents-cloudflare-workers`)
   - Serverless autonomous agent implementation with Cloudflare Workers AI, Model Context Protocol (MCP), and standard llms.txt interfaces.
6. **The Houston AI Landscape: Energy, Logistics, Healthcare, and the Software Lab** (`https://axiomandalloy.com/guides?guide=houston-ai-landscape-guide`)
   - Industrial and economic analysis of enterprise AI adoption across the Port of Houston, Texas Medical Center, and Texas energy corridors.

## AI Adoption Framework
1. **Find the Repeat Loop**: Identify daily human friction (routing trucks, reconciling ledgers, indexing discovery).
2. **Put Software on It**: Wrap probabilistic LLMs in deterministic code with regression test suites.
3. **A Person Owns the Outcome**: Texas engineers sign agreements, answer phones, and stand behind system performance.

## Machine-Readable Resources
- Full documentation: `https://axiomandalloy.com/llms-full.txt`
- MCP Tools Manifest: `https://axiomandalloy.com/.well-known/mcp.json`
- Agent Discovery Manifest: `https://axiomandalloy.com/.well-known/ai-agent.json`
- RSS / Syndication Feed: `https://axiomandalloy.com/feed.xml`
- Sitemap: `https://axiomandalloy.com/sitemap.xml`