AI-powered software development & enterprise consulting.
We build software that thinks, adapts, and ships —
from multi-model AI pipelines to full-stack SaaS products
to Fortune 500 enterprise contracts.
What We Do
No generalist fluff. AI engineering, SaaS product development, and enterprise consulting — each one proven in production.
We architect and ship multi-model AI systems. Structured LLM output with JSON Schema constraints, multi-provider routing (Claude, GPT, Gemini, local Ollama), real-time audio intelligence with Whisper, and private model relay infrastructure. Not chatbots — pipelines that replace entire data enrichment workflows.
Full-stack SaaS from zero to paying customers. Next.js App Router + React Native + Node.js + MongoDB, Square billing, Twilio SMS drip campaigns, real-time dashboards, CI/CD on Railway. Ember Lead is live proof — built and operated entirely in-house.
34 years of enterprise engagements — Blazor/.NET for tribal government, AWS full-stack for Fortune 500, COBOL-to-modern migrations, DevOps pipeline buildouts. We've worked at every scale on every platform. Complex legacy systems aren't intimidating. They're familiar.
AI Engineering
A private 28-model relay, a 7-component Gemini structured-output pipeline, and real-time Whisper fire radio transcription — all in production, all built in-house.
Built and operate a private AI API relay 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.
7 production AI components in 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 — all schema-constrained, zero hallucination tolerance.
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 to structured lead data, no human in the loop.
Products
SaaS products built and operated by Noctusoft — from a real-time AI fire damage platform to multi-tenant relay infrastructure.
tankroom.pro
B2B SaaS for fire restoration contractors. Monitors live fire dispatch feeds, enriches property and owner data through a 7-component AI pipeline, and delivers scored leads with verified owner cell phone numbers before competitors know the fire happened.
"From dispatch to door in 8 seconds."
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. Per-tenant rate limiting and IP allowlists.
Railway deployment
EdTech SaaS platform in production with dedicated API service.
Railway deployment
Live production application with dedicated API service on Railway.
Railway deployment
Automated escalating notification service running in production.
a20xx.com · Darkware, Inc.
World's first multi-format laser tag tournament. Founded 2000. Still running. When a side project outlasts most startups by two decades, you're doing something right.
Client History
C2C contract engagements spanning three decades. Every industry. Every scale.
Tribal member benefits platform. Blazor, .NET 6, CosmosDB, SOLID architecture refactor.
Parsley acquisition data migration. MSSQL + Oracle Unifier. Fortune 500 E&P.
Careers site (AWS full-stack), high-traffic Facebook app, REST API, custom deployment pipeline.
Army & Air Force Exchange Service. Mobile minutes tracking, SharePoint corporate tools.
Emergency room admittance software. C++/C#. 100+ hospital deployments. Deutsche Telekom.
Facebook login integration across dating properties. CoreAPI rewiring.
WinForms data conversion — customer data, commercial RE, mortgage loans.
Custom financial tooling and enterprise software consulting.
Contact
Available for C2C contract engagements. AI pipeline development, SaaS architecture, enterprise consulting, full-stack engineering.