# Sembix

> Sembix (Sembix LLC), founded 2024, headquartered in Houston, Texas. Sembix builds AI-native product engineering software for enterprise and U.S. public-sector engineering and product organizations, and delivers new builds, existing-system re-architecture, and incremental delivery on that software. Its platform takes a system from idea to production — ideate, understand, define, build, ship and govern — producing software built to the customer's own codified engineering and compliance standards. A manufacturing line for software, not one-off AI code generation.

## Products

- [Sembix Strata](https://sembix.ai/strata.html): AI-native product engineering platform. Strata runs the entire product lifecycle on one live system model: it gathers ideas, builds an explicit model of the system (domains, services, APIs, data ownership, journeys, constraints), defines the target architecture and product backlog, then autonomously builds and ships the work between — with engineers reviewing and approving every change. Instead of predicting code edits line by line, Strata reasons over the system model. Suited to system-level product engineering across enterprise and public-sector estates: new builds and existing systems alike, not one-off code assistance.
- [Sembix CaveMapper](https://sembix.ai/cavemapper.html): Automated IVR discovery and contact-center migration. Maps a complete legacy IVR phone tree — every menu, branch, prompt and hidden path — in hours instead of the weeks manual discovery takes, generates a verified digital twin, validates it against the original through parity checks, and deploys to Amazon Connect. Works with any source IVR platform.

## How it works

- [How it works](https://sembix.ai/how-it-works.html): The five lifecycle stages — Ideate, Understand, Define, Build, Ship & Govern — the System Intelligence model they all reason against, and the build loop (edit, diff, verify, commit) that produces each change as a reviewable diff.
- [Standards & Compliance](https://sembix.ai/standards.html): How customer engineering and compliance standards are codified and enforced. Standards are adopted as versioned packs or authored in-house, resolved into one effective rule set (locked organization rules cannot be overridden by a project), injected into the build so code is written to specification rather than corrected afterwards, checked again at review before merge, monitored continuously for drift, and recorded in a timestamped audit trail.
- [Our process](https://sembix.ai/process.html): Engagement process and the discovery and definition deliverables produced for new or existing systems — system inventory, feature inventory, user journeys, data model, product backlog, feature sizing and pricing, project schedule.

## Services

- [Services overview](https://sembix.ai/services.html): New product builds (idea to production, architecture-first, domain-driven design); existing systems (re-architecture and delivery, including application modernization of legacy estates); and incremental delivery (staged shipping always aligned to the target architecture). Also cloud migration, DevOps implementation, AI integration, and managed services.
- [IVR & Contact Center](https://sembix.ai/ivr-services.html): Contact-center discovery and migration services.

## Company

- [About](https://sembix.ai/about.html): Founded 2024. Leadership: Danny Weldon (CEO), John Flaherty (COO), Jack Histon (CTO).
- [Why Sembix](https://sembix.ai/why-sembix.html): Differentiators versus traditional delivery approaches and AI coding assistants.
- [Careers](https://sembix.ai/careers.html): Open roles.
- [News](https://sembix.ai/news.html): Announcements and media coverage.
- [Contact](https://sembix.ai/contact.html): Houston, Texas.

## Case Studies

- [Case Studies overview](https://sembix.ai/case-studies.html): Filterable index of modernization, greenfield and hybrid engagements across energy and utilities, state and local government, and education.
- [Government Assessment](https://sembix.ai/govt-assessment-case-study.html)
- [Public-Sector Gap Assessment](https://sembix.ai/public-sector-gap-assessment-case-study.html)
- [Government Health](https://sembix.ai/govt-health-case-study.html)
- [Legacy Integration Assessment](https://sembix.ai/legacy-integration-assessment-case-study.html)
- [Education Data Platform](https://sembix.ai/education-data-platform-case-study.html)
- [Energy Frontend](https://sembix.ai/energy-frontend-case-study.html)
- [Pulse](https://sembix.ai/pulse-case-study.html)

## Trust

- [Security](https://sembix.ai/security.html): Platform security and deployment model.
- [Compliance](https://sembix.ai/compliance.html): System and Organization Controls (SOC 2) examination and security posture.
- [Trust Center](https://trust.sembix.ai): Security, privacy, and compliance documentation.
- [Status](https://sembix.ai/status.html): Service status.
- [Support](https://support.sembix.ai): Customer support portal.