What does SophiaXT do?

SOPHIA XT is an operator-built AI implementation company in St. Louis, MO. It runs technical service businesses (The Appliance Guys, HVAC Guys), ships the operational software those businesses need (ServiceLens, Lead Leak Scanner, Sophia Key 3M), and publishes underlying research as open releases (Cassandra T1 on GitHub, Apache 2.0).

Who founded SophiaXT?

Thomas Garren founded SOPHIA XT in 2024. Operating partner Chris Becker (Becker Service Group).

Where is SophiaXT located?

St. Louis, Missouri, United States. Serves the United States and worldwide via remote engagement.

Does SophiaXT tell clients when AI is unnecessary?

Yes. SophiaXT reviews the workflow first and recommends skipping AI when a process change, dashboard, API integration, or simpler automation would be more cost-effective.

What's unusual about SophiaXT compared to other AI consultancies?

SOPHIA XT operates real service businesses, so its AI recommendations have to survive on its own dispatch board before being shipped to clients. Operator + builder + researcher under one roof is rare in AI consultancies.

What is Cassandra T1?

Cassandra T1 is an open-released masked-diffusion language model from SOPHIA XT, available at github.com/Chorozion/Casandra-t1-diffusion-edge-model under Apache 2.0. The repo includes a verified epoch-5 FP16 checkpoint (~2.66 GB), tokenizer, PyTorch architecture, and training/inference scripts. T1-Base is a 28-layer transformer with 2,048 hidden, 32,768 vocabulary, GQA (16 query / 4 KV heads), RoPE, RMSNorm, SwiGLU, and 12 default denoise steps.

Does Cassandra T1 publish benchmark numbers?

No. SOPHIA XT does not publish benchmark numbers it has not measured publicly. The repo includes a captured 10-prompt qualitative coherence comparison and recorded training-loss values, but does not include MMLU, HumanEval, GSM8K, or similar standard-suite results.

How do I contact SophiaXT?

Email contactus@sophiaxt.com or use the contact page at sophiaxt.com/contact. The booking CTA on the site is 'Book with Thomas Garren.'

What does the XT in SOPHIA XT stand for?

Extended knowledge. Sophia is the Greek word for wisdom; XT denotes the architecture of pairing a base language model with extended context through LTMi-XT topological memory indexing, forced-anchor decoding and multi-agent orchestration, so the system reasons over more than its raw token window.

What does the 'XT' in SOPHIA XT stand for?

eXTended-knowledge. SOPHIA is the Greek word for wisdom (σοφία); XT denotes the architectural pattern of pairing a base language model with extended context (LTMi-XT Layered Topological Memory Indexing), forced-anchor decoding, and multi-agent orchestration so the system reasons over more than its raw token window.

What is anchor-token masking?

Anchor-token masking is a training-and-decoding technique introduced by SOPHIA XT for masked-diffusion language models. During training, a subset of high-information tokens are designated 'anchors' and given special unmask treatment. At decode time, those anchors are forced first, then the surrounding text is generated conditioned on them. The technique is documented in the open-access preprint at Zenodo DOI 10.5281/zenodo.20496783 and used in Cassandra T1.5 / T1.6.

What is the Constellation orchestrator?

Constellation is SOPHIA XT's 6-lane multi-agent orchestration framework: Planner, Critic, Retrieve, Execute, Memory, and Verifier lanes, coordinated by an ARBITER controller. It is a local-first orchestrator that runs on operator hardware, not a cloud SaaS. Documentation: https://sophiaxt.com/research/constillation.

CT1-XT is SOPHIA XT's humanoid diagnostic-robotics platform: a Jetson Orin Nano Super edge compute core with dual STM32H7 motor controllers, 4x Li-ion packs, CAN-FD and RS485 buses, and a build-tier system from research-grade up to deployable field unit. Full 42-page Rev E engineering pack is published at https://sophiaxt.com/robotics/ct1-xt.

Who is Bartlomiej Krawiecki?

Bartlomiej Krawiecki is the PR Director of Inovision Studios, SOPHIA XT's media + brand partnership. The Inovision Studios partnership is documented at https://inovisionstudios.com/blog/inovision-stuidos-partnership and on the SOPHIA XT about page.

Sophia XT | ERP, POS and dispatch systems with AI built in

AI Workflow Audit

An AI workflow audit shows where AI, automation, API integration, or simple process changes can improve a business. SophiaXT uses the audit to prevent waste and build only what makes sense.

What is included in an AI workflow audit?

An AI workflow audit reviews the current workflow, identifies friction, ranks automation opportunities, and recommends an implementation sequence.

SophiaXT reviews intake, dispatch, diagnostics, communication, reporting, software tools, manual data movement, staff pain points, and missed revenue opportunities. The audit separates AI opportunities from automation opportunities and process changes.

This prevents over-automation and unnecessary software costs.

Workflow pain-point map

AI opportunity list

Automation opportunity list

Cost and complexity estimate

Risk assessment

Implementation sequence

Who should get an AI workflow audit?

A workflow audit is useful for service businesses that know their operations are inefficient but do not know what system to build first.

The audit is especially useful for appliance repair, HVAC, property management, mobile service, logistics, and technical field operations. These businesses usually have repeated decisions, manual handoffs, and tool gaps that can be improved with targeted systems.

How SophiaXT approaches the workflow

Collect workflow context

Review tools, data movement, communication, scheduling, reporting, and follow-up.

Identify bottlenecks

Find repeated manual work, delays, missed handoffs, and operational risk.

Rank recommendations

Compare AI, automation, API integration, dashboards, and process improvements.

Plan implementation

Define the first prototype, build sequence, budget, and risk controls.

Common Questions

Is an AI workflow audit the same as AI consulting?

It is more specific. The audit produces a practical map of what to build, what not to build, and where AI is worth the cost.

Can SophiaXT audit a service business before building software?

Yes. That is the preferred approach because it prevents building the wrong system.

Work with SophiaXT

Book with Thomas Garren to review whether AI workflow automation, diagnostics intelligence, or custom operational software makes sense for your service business.

Book Strategy Call Email SophiaXT