Fort Worth, TX  ·  Est. 2008  ·  Texas S-Corporation

Enterprise-grade AI, delivered.

Noctusoft, Inc. designs, deploys, and operates production AI infrastructure, SaaS products, and enterprise systems for Fortune 500s, federal agencies, and mid-market clients.

Trusted by Fortune 500s, federal agencies, and enterprise clients for nearly two decades

Choctaw Nation Pioneer Natural Resources American Airlines AAFES T-Systems Match.com TD BankNorth
Practice Areas

Focused expertise across three core disciplines.

Every capability listed here is currently running in production for paying clients — not white-paper theory, not roadmap wishful thinking.

01 · Practice Area

AI Pipeline Engineering

We architect and operate multi-model AI systems — structured LLM output with JSON Schema constraints, multi-provider routing across Claude, GPT, Gemini, and local Ollama, real-time audio intelligence with Whisper, and private model relay infrastructure.

  • Multi-provider LLM routing (Claude, GPT, Gemini, Ollama)
  • Structured output via JSON Schema constraints
  • Real-time audio transcription with OpenAI Whisper
  • Private multi-tenant model relay infrastructure
28
AI models actively routed through the private Noctusoft relay across four providers.
Anthropic Claude · 9 OpenAI GPT · 9 Google Gemini Local Ollama (M4 Max)
api.noctusoft.com — LiteLLM proxy over Tailscale VPN
02 · Practice Area

SaaS Product Development

End-to-end SaaS delivery — from zero to paying customers. Next.js App Router, React Native, Node.js, MongoDB, Square billing, Twilio SMS, real-time dashboards, and CI/CD on Railway. Ember Lead is a live proof point, built and operated entirely in-house.

  • Full-stack web and mobile (Next.js, React Native / Expo)
  • Integrated billing (Square) and messaging (Twilio) at scale
  • Turborepo monorepos on Railway and Vercel
  • End-to-end operations — build, ship, monitor, iterate
8s
From live fire dispatch audio to a scored, verified, contactable lead — end to end.
Ember Lead / Tankroom Next.js + React Native MongoDB + Railway
B2B SaaS · fire restoration contractors · live paying customers
03 · Practice Area

Enterprise Consulting (C2C)

Nearly two decades of enterprise engagements — Blazor and .NET for tribal government, AWS full-stack for Fortune 500 airlines, COBOL-to-modern migrations, DevOps pipeline buildouts. Every scale, every platform.

  • .NET 10 / Blazor / C# modernization
  • Azure and AWS full-stack builds
  • Legacy system migration and integration
  • DevOps and CI/CD pipeline buildouts
18
Consecutive years of C2C contract engagements across Fortune 500, federal, and tribal government clients.
Fortune 500 Federal & Tribal Gov Deutsche Telekom subs
Choctaw Nation · American Airlines · Pioneer · AAFES · T-Systems
AI Platform

Production AI infrastructure, operated in-house.

A private 28-model relay, a 7-component Gemini structured-output pipeline, and real-time Whisper transcription — designed, deployed, and operated by Noctusoft.

Private 28-Model AI Relay

Operates at api.noctusoft.com, routing across Anthropic Claude (9 models), OpenAI GPT (9 models), Google Gemini, and local Ollama on M4 Max hardware via Tailscale VPN. LiteLLM proxy, per-tenant rate limiting, upstream keys never exposed to clients.

Gemini Structured-Output Pipeline

Seven production AI components inside Ember Lead using gemini-2.5-flash with JSON Schema response constraints. Extracts structured data from fire dispatch text, raw address blobs, county property records, and Zillow HTML — schema-constrained, zero hallucination tolerance.

Real-Time Audio Transcription

OpenAI Whisper consuming live Broadcastify fire-scanner audio buffers, domain-prompted for fire-radio vocabulary. Output feeds directly into the Gemini lead parsing pipeline — audio in, structured lead data out, no human in the loop.

api.noctusoft.com — Private Multi-Model AI Relay  ·  28 models  ·  4 providers  ·  LiteLLM + Ollama on M4 Max via Tailscale VPN
Local (Ollama) qwen-coder-32b · qwen-coder-7b · llama-70b · qwen-3b-instruct 0.28s – 5.05s
Anthropic claude-opus-4.5 · claude-sonnet-4.5 · claude-haiku-4.5 · +6 more 9 models
OpenAI gpt-4o · gpt-4o-mini · gpt-4-turbo · +6 more 9 models
Google gemini-2.5-flash · gemini-2.0-flash production
Ember Lead — Full AI Pipeline  ·  Dispatch to door in 8 seconds
Broadcastify audio stream Whisper→ fire radio transcription, domain-prompted
GeminiLeadParser Gemini→ extract address, fire type, severity, structure type
GeminiAddressSplitter + Verifier Gemini→ parse blobs · cross-validate vs Google Maps · gate paid enrichment
Property enrichment waterfall→ ATTOM → RentCast → Redfin → Zillow → county scrapers
GeminiOwnerNameParser Gemini→ decode county-style strings for phone skip-trace APIs
Phone skip-trace waterfall→ triple-provider chain → verified owner cell numbers
GeminiPropertyEnricher + ZillowFallback Gemini→ AI fills all null property fields as last resort
LeadScorer (0–100)→ fire severity 30% · property value 35% · structure type 20% · recency 15%
Products

SaaS platforms in production.

Products designed, built, and operated end-to-end by Noctusoft — from a real-time AI fire-damage lead platform to multi-tenant relay infrastructure.

Infrastructure · Multi-Tenant

Noctusoft API Relay

api.noctusoft.com

Private relay proxying 28 AI models plus SendGrid, Twilio, Square, and Google APIs. Upstream keys injected server-side — clients never hold provider credentials.

28 AI modelsLiteLLM AzureNode.js
Live · Production

Scholarmancy

Railway deployment

EdTech SaaS platform in production with dedicated API service.

SaaSEdTechRailway
Live · Production

FieldView.Live

Railway deployment

Live production application with dedicated API service on Railway.

SaaSRailway
Live · Production

Escalating Reminders

Railway deployment

Automated escalating notification service running in production.

AutomationRailway
25+ Years Running

Armageddon 20XX

a20xx.com · Darkware, Inc.

The world's first multi-format laser tag tournament. Founded 2000. A quarter-century of continuous operation.

Since 2000Twilio SMS
18
Years operating as a Texas S-Corporation
28
AI models in the production relay
100+
Hospital deployments (T-Systems, ER admittance)
25+
Years running Armageddon 20XX tournaments
Client History

Selected enterprise engagements.

C2C contract engagements spanning nearly two decades — Fortune 500s, federal agencies, tribal government, and Deutsche Telekom subsidiaries.

Tribal Government · Public Sector

Choctaw Nation

Tribal member benefits platform. Blazor, .NET 6, CosmosDB, SOLID architecture refactor.

Fortune 500 · Energy

Pioneer Natural Resources

Parsley acquisition data migration. MSSQL + Oracle Unifier. Fortune 500 E&P integration.

Fortune 500 · Aviation

American Airlines

Careers site (AWS full-stack), high-traffic Facebook application, REST API, custom deployment pipeline.

Federal · Defense Retail

AAFES

Army & Air Force Exchange Service. Mobile minutes tracking, SharePoint corporate tools.

Deutsche Telekom · Healthcare

T-Systems

Emergency room admittance software. C++/C#. Deployed to 100+ hospitals.

Consumer · Identity

Match.com / PeopleMedia

Facebook login integration across dating properties. CoreAPI rewiring.

Financial Services

TD BankNorth

WinForms data conversion — customer data, commercial real estate, mortgage loans.

Financial Services

Summit Investment

Custom financial tooling and enterprise software consulting.

Contact

Start a conversation with Noctusoft.

Noctusoft, Inc. is available for C2C contract engagements — AI pipeline development, SaaS architecture, enterprise consulting, and full-stack engineering.

Headquarters
6245 Rufe Snow Dr, Suite 280-114
Fort Worth, TX 76148
Entity
Noctusoft, Inc. — Texas S-Corporation, est. 2008