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Technology Outlaws LLC · Mesa, Arizona

We build platforms
that change industries.

Technology Outlaws LLC is an AI legal technology company based in Mesa, Arizona. We build Marcella. the AI legal intelligence platform for Microsoft Teams. and help organizations cut technology costs, achieve CMMC compliance, and integrate Microsoft 365

Legal intelligence
for everyone.

The legal profession has a technology problem. Westlaw and LexisNexis charge law firms $500-$1,500 per attorney per month for access to public domain statutory material. Solo practitioners and small firms in rural communities can't compete. State bars watch their members use unvetted AI tools with no guidance or protection

Marcella changes that equation. By delivering research capability that exceeds Westlaw at a fraction of the cost, directly into Microsoft Teams. without requiring attorneys to sign up, install software, or learn a new tool

The platform runs inside Microsoft Teams. The corpus covers all 50 states. The security architecture means client data never leaves the attorney's own Microsoft account. And it compounds. every matter session makes the system more useful for the next one

Technology
Outlaws LLC

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Distributed Team
Multi-state team across WA · CA · AZ · TX · IN · NY · FL
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Flagship Product
Marcella. AI legal intelligence platform, Microsoft Teams native, 50 states live
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Who We Serve
Enterprise legal teams · Mid-market law firms · Defense contractors (CMMC) · Solo practitioners and paralegals. Marcella scales from a single user to an entire organization
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Intellectual Property
5 provisional patents filed 2026 covering AI legal inference pipeline, compliance frame protocol, multi-stream attestation, and quantum security architecture
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Microsoft Partner
Microsoft ISV partner · Azure-native infrastructure · Teams declarative agent · Copilot marketplace listing in progress
0
States
Corpus Live
0
Legal Domains
Indexed
0
Patents
Filed 2026
0
NIST Controls
Covered

Built different
By design.

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Orchestration, Not a Model
Marcella is an orchestration layer that coordinates your existing Microsoft AI infrastructure. it doesn't train a proprietary model. Proprietary value accumulates through the corpus, the RAG architecture, and the matter memory data flywheel. not model weights
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Privacy by Architecture
Client data protection is enforced at the infrastructure level. M365 tenant isolation, Presidio PII anonymization, FORBIDDEN_FIELDS enforcement at storage. The AI model never sees raw client information. This is architecture, not policy
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Corpus Moat Strategy
Bar-exclusive content. ethics opinions, local court rules, member practice guides. indexed exclusively for each bar's members. This content cannot be licensed by competitors. The first bar to sign locks in exclusivity over the most valuable secondary authority their members rely on
Marcella

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Team

Meet the people building Marcella.

Learn about the Technology Outlaws team and our advisory network

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