A US-based tech team for AI enablement, software architecture, and hands-on fixes — backed by 20+ years shipping production SaaS platforms. If it can be built, automated, or repaired, CM Tech Consulting can help.
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From strategy to shipped systems — the full range of what CM Tech Consulting does with AI, in one place. Advise, build, integrate, and fix.
Practical, hype-free guidance on where AI actually fits your business — what to build, what it costs, and what it returns.
We map your workflows end to end, pinpoint where AI delivers real ROI, and design AI-ready processes before a line of code is written.
Executive-level AI leadership on demand — we own your AI strategy, governance, roadmap, and execution as your fractional CAIO.
LLM-enabled workflows and agentic automation rolled out across your team — the repetitive work handled, so people focus where it counts.
Autonomous, multi-step agents that use your tools and complete real work — orchestrated, monitored, and built to run in production.
ChatGPT, Claude, Gemini, and the modern AI stack orchestrated into reliable pipelines that ship inside real products.
Precision prompt design that turns a business process into repeatable, dependable AI output — not one-off lucky answers.
Text, image, and content generation woven into your marketing and operations — production-ready output at scale.
Automated reporting and insights — AI that reads your data and turns it into decisions your team can act on.
We wire AI and LLM APIs into the systems you already run — CRMs, dashboards, and internal tools, integrated cleanly.
AI features embedded directly in your product — translation, assistance, and automation, engineered to run at scale.
Models misbehaving, pipelines flaky, costs out of control? We diagnose and repair AI systems that aren't doing what they should.
From AI strategy to shipping production software — a single, accountable partner that advises, builds, and fixes. CM Tech Consulting can even be your whole technology house. Here's how we help.
Practical, hype-free guidance on where AI actually fits your business — what to build, what it costs, and what it returns.
We map your business processes end to end, pinpoint where AI delivers real ROI, and design AI-ready workflows — before a line of code is written.
Need AI leadership at the executive level? We step in as your Chief AI Officer (CAIO) — owning AI strategy, governance, roadmap, and execution.
LLM-enabled workflows, agentic automation, and internal tooling rolled out across your team — translation, reporting, and assisted operations that ship.
Multi-tenant platform design, data pipelines, and event tracking built to scale — the same patterns behind platforms serving 100+ organizations.
Integration layers for Stripe, PayPal, Twilio, SendGrid, GA4, OAuth, CRMs, and merchant APIs — connecting the tools your business already runs on.
Models misbehaving, pipelines flaky, costs out of control? We diagnose and repair AI and software systems that aren't doing what they should.
CM Tech Consulting doesn't just advise — we ship. We design, build, and operate our own SaaS products end to end, and can do the same for yours.
Got a new or emerging idea? We spin up startups fast — with real, production-grade code engineered to scale with you. This is not "vibe-coding" that breaks the moment you grow; it's built right the first time.
No in-house tech team? We become one. CM Tech Consulting can run as your complete outsourced technology house — architecture, build, AI, and ongoing delivery, all under one roof.
Stuck on aging, fragile software? We modernize legacy systems — or execute a complete, ground-up rewrite — moving you onto a scalable, maintainable platform without losing what already works.
Full product ownership — roadmap, delivery, and data-driven optimization. We run your product end to end and continuously improve it against real usage and results.
From a clean marketing site to complex, data-driven web platforms — we design, build, and ship fast, secure, responsive websites that hold up as your needs grow. General to advanced, all handled in-house.
Full-featured web applications — dashboards, portals, and multi-tenant SaaS — engineered with production-grade code, real auth, and APIs that scale. Interactive software that runs right in the browser.
Secure internal intranets for your team and partner-facing extranets for clients and vendors — role-based access, document workflows, and integrations with the systems your business already runs on.
Native and cross-platform mobile apps built and shipped to both the Apple App Store and Google Play — from concept and design through store submission, with the backend and APIs to power them.
Clear, maintainable documentation for your systems — architecture, APIs, runbooks, and onboarding guides — so your team, auditors, and future developers can understand and run the software with confidence.
SOC 2 and compliance evaluation and readiness — we assess your systems against the controls, close the gaps, and prepare your documentation and evidence so you walk into an audit ready.
Application architect and founder-level engineer with 20+ years building production SaaS platforms end to end — concept through deployment.
Delivered systems across multiple industries — digital retail, creator marketplaces, and global fitness content distribution.
Hands-on builder who also owns architecture, technical strategy, and delivery — and ships LLM-enabled features inside real products.
LLM orchestration and agentic workflows — built with ChatGPT, Claude, Gemini, and the broader modern AI stack.
Production AI features: automated reporting, translation, and assisted internal development and operations tooling.
One person accountable for strategy, architecture, build, and delivery — no hand-offs, no finger-pointing.
Real, shipped AI workflows in production — recommendations grounded in what actually works and what it costs.
Platforms deployed across 100+ organizations and 400+ locations, handling thousands of requests every month.
CM Tech Consulting has spent two decades architecting and shipping platforms that businesses run on every day — from digital retail and lead-response automation to global content distribution. We bring that same founder's accountability to every engagement.
You get a senior partner that translates business strategy into scalable systems, owns the hard architecture decisions, and stays hands-on through delivery.
From technical roadmap to multi-tenant design — clear decisions, honest trade-offs, and systems built to last.
Event pipelines and automated reporting that drive real product and operational decisions.
Workflow automation that cuts response times and manual effort — in one case from 15+ minutes to under a minute.
Monthly Pricing Requests (ExpressCTA)
across 100+ organizations
1,000+ choreography pieces distributed monthly on ChoreoBook
Platforms used by 400+ locations nationwide
building production SaaS platforms


Not client projects — products CM Tech Consulting designed, built, and runs today, serving thousands of users every month.
Global choreography distribution platform used by Zumba Fitness, Grovey Effect, and 100+ trainers — delivering 1,000+ pieces a month with Apple MusicKit & Spotify integration and AI-enabled dashboards.
Synchronization and collaboration for the choreography ecosystem — another product designed, built, and run in-house, keeping trainers and their content perfectly in sync across every device.
AI-powered operations assistant — putting inventory insights, pricing, and customer answers at the team's fingertips, on demand. Currently in active development under CM Tech Consulting.
Real platforms, designed and shipped — not slide decks. A track record of production systems delivered for and with the businesses that run on them.
Digital retail platform deployed across 100+ locations, generating 10.5k consumer pricing requests per month. Multi-tenant SaaS integrating CRMs, inventory feeds, pricing engines, and analytics pipelines.
CRM-integrated messaging and lead-response automation for high-volume sales operations, built at DAS Technology — cutting response time from 15+ minutes to under one.
Creator marketplace connecting brands with influencers — including campaign-management infrastructure and creator tools.
Nationwide automated communication platform, with lead-response automation and CRM integrations — deployed across 400+ business locations.
Early digital pricing and lead-automation platform — automating online quotes and lead capture.
We work across the entire stack — modern and legacy alike. That breadth is exactly why we can modernize and rewrite anything.
PHP · JavaScript · SQL · Stripe · PayPal · Twilio · SendGrid · OAuth · GA4 · AWS · Azure · Linux
ChatGPT · Claude · Gemini · Midjourney · Stable Diffusion · Perplexity · LLM orchestration & agentic workflows
Spinning up a startup or scaling what you've got? CM Tech Consulting is the one trusted partner for everything technical — strategy, AI, and real production code that scales as you grow. No vibe-coding that breaks the day you get traction.
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AI consulting and enablement, software and SaaS architecture, API and systems integration, automation, startup spin-ups, and troubleshooting broken AI or software. If it's technical, it's probably in scope.
Both. CM Tech Consulting owns architecture and strategy and stays hands-on through delivery — and operates its own production SaaS products, so the advice comes from a team that ships.
Yes. A focused rescue engagement to diagnose root causes, fix performance and cost issues, stabilize the system, and hand it back working.
Flexible to fit the problem — fixed-scope projects, multi-week sprints, or an ongoing monthly retainer as your fractional AI / tech lead.
Led by a founder-level application architect with 20+ years building production SaaS across multiple industries — retail, creator marketplaces, and fitness — with deep, hands-on expertise across the modern AI stack.
Phoenix, Arizona — working with clients remotely. The fastest way to start is the form at the top of this page or a direct email.