# Introfinity

> Introfinity is a technology company delivering leading AI solutions and cybersecurity for modern enterprises — intelligence that acts, defenses that endure.

Introfinity delivers leading AI solutions and cybersecurity for modern enterprises. Primary offerings include AI agents, applied intelligence systems, threat detection, and secure architecture. Selected Work includes products, client engagements, platforms, and engineering systems — labeled as case studies, product stories, or engineering deep dives, with explicit maturity status. Client Work currently includes Vectenza (live), Fit & Flex / Fast-n-Fit (live gym operations), and CubeCom Pro (configurable commerce).

## Company
- [Home](https://introfinity.com): Intelligence that defends.
- [About](https://introfinity.com/about): Why Introfinity exists and how we approach AI and cyber defense.
- [Services](https://introfinity.com/products): AI solutions and cybersecurity services for enterprises.
- [Work](https://introfinity.com/work): Products, platforms, and engineering systems with maturity labels.
- [Insights](https://introfinity.com/blog): Technical writing grounded in systems Introfinity builds.
- [Contact](https://introfinity.com/contact): Engage Introfinity on AI or cybersecurity work. Email hello@introfinity.com.

## Solutions
- [AI Agents & Intelligent Automation](https://introfinity.com/#solutions): Agentic workflows, decision support, and applied ML systems that act inside your operating environment — not demos that die in a slide.
- [Applied Intelligence Systems](https://introfinity.com/#solutions): Retrieval, ranking, evaluation, and production ML infrastructure so intelligence stays measurable, governable, and useful under load.
- [Threat Detection & Monitoring](https://introfinity.com/#solutions): Continuous signal analysis and detection posture that surfaces anomalies early — before they become incidents.
- [Secure Architecture & Defense](https://introfinity.com/#solutions): Hardened system design, identity boundaries, and enduring defense posture for modern enterprise stacks.

## Work
- [All work](https://introfinity.com/work): Flagship and supporting projects across products and engineering.
- [Vectenza](https://introfinity.com/work/vectenza): Client Work · Graphics. Case Study. Status: Live. Live client product: a vectorizer engine, API, and Studio that turn PNG/JPEG into editable SVG — with processing controls, credits, and developer access.
- [CubeCom Pro](https://introfinity.com/work/cubecompro): Client Work · Commerce. Case Study. Status: In Development. Client engagement on a configurable-product platform where the configuration graph keeps validity, availability, visual state, and cart payload coherent.
- [Fit & Flex](https://introfinity.com/work/fit-and-flex): Client Work · Operations. Case Study. Status: Live. Live client gym operations system rebuilt around renewals as financial transactions — payments, receipts, ledgers, and branch workflows.
- [Agent Platform](https://introfinity.com/work/agent-platform): Engineering · AI Infrastructure. Engineering Deep Dive. Status: In Development. Explicit agent, skill, tool, memory, model, and policy primitives with gateway, MCP, evals, and tenancy on one runtime spine.
- [Hirivo](https://introfinity.com/work/hirivo): Product · Applied AI. Product Story. Status: In Development. Eligibility-gated retrieval and explainable ranking for job discovery — a product hypothesis still earning measured outcomes.
- [Zion Travellers](https://introfinity.com/work/zion-travellers): Web Experience · Travel. Case Study. Status: Prototype. A travel surface built around arrival and immersion before package comparison.
- [LLM Gateway](https://introfinity.com/work/llm-gateway): Engineering · AI Infrastructure. Engineering Deep Dive. Status: Prototype. Routing, tenancy, cost governance, and observability between applications and model providers.
- [Copilot Custom LLM Provider](https://introfinity.com/work/copilot-custom-llm-provider): Engineering · Developer Tools. Engineering Deep Dive. Status: Open Source. VS Code extension bridging DashScope, MiniMax, OpenRouter, Ollama, LiteLLM, and vLLM into GitHub Copilot Chat.
- [LLM Evaluation & Reliability](https://introfinity.com/work/llm-evaluation-reliability): Engineering · Evaluation. Engineering Deep Dive. Status: Open Source. Deterministic evaluation, structured metrics, and CI gates for LLM reliability regressions.
- [Snip](https://introfinity.com/work/snip): Engineering · Infrastructure. Engineering Deep Dive. Status: Open Source. FastAPI + SQLite short links with aliases, redirects, expiry, visit stats, and a TypeScript operator UI.

## Insights
- [All insights](https://introfinity.com/blog): Technical writing grounded in shipped AI and security systems.
- [How Much 3D Belongs on a Travel Website?](https://introfinity.com/blog/how-much-3d-belongs-on-a-travel-website): Immersion can create destination belief, but only up to the point where load time and interaction cost outweigh the confidence it creates — especially on mobile.
- [What We Learned Running Regression Evaluations Across LLM Models](https://introfinity.com/blog/what-we-learned-running-regression-evaluations-across-llm-models): Model choice is rarely the long-term bottleneck. Knowing whether a change improved the product is — and demos are the wrong evidence for that decision.
- [Why Membership Renewal Needed a Payment Ledger](https://introfinity.com/blog/why-membership-renewal-needed-a-payment-ledger): Updating an expiry date is not a renewal. Payments are events. Membership status is derived state — and confusing the two creates silent operational debt.
- [Why Vector Search Alone Wasn't Enough for Job Matching](https://introfinity.com/blog/why-vector-search-alone-wasnt-enough-for-job-matching): Embeddings are strong for neighborhood recall. They cannot enforce eligibility, explain a skip, or tell you whether a change improved matching quality.

## Facts
- What is Introfinity? Introfinity is a technology company delivering leading AI solutions and cybersecurity for modern enterprises — intelligence that acts, defenses that endure.
- What does Introfinity offer? Introfinity provides AI agents and intelligent automation, applied ML systems, decision support, threat detection, secure architecture, and continuous defense monitoring for enterprise organizations.
- What is on the Introfinity Work page? Work collects Introfinity products, client engagements, platforms, and engineering systems. Projects are labeled by format (case study, product story, or engineering deep dive) and maturity (live, open source, prototype, or in development). Flagship stories currently include Agent Platform. Client Work currently includes Vectenza, Fit & Flex, and CubeCom Pro.
- How can I work with Introfinity? Contact hello@introfinity.com or use the contact form at /contact to discuss AI solutions, cybersecurity posture, or systems that need to think and defend under real constraints.

## Optional
- [Playground](https://introfinity.com/playground): Interactive lab experiments. Lower priority for answer context.