CCCM Consulting designs, builds, and operates AI-native web applications across Marketing, Commerce, and bespoke Apps — production systems with automation, compliance, and observability baked in from day one.
Production-grade tooling we ship with
What we do
Every engagement runs on the same AI-native foundation — shared infrastructure, automation, and quality gates — so each product ships faster and operates cleaner than the last.
AI-driven growth systems: content syndication, SEO & rank tracking, retargeting packs, and lifecycle email that runs itself.
Conversion-grade storefronts and billing: public catalog, cart, checkout, and Stripe subscriptions with release gates that guard every launch.
Bespoke AI-native platforms like SignalEDI — multi-tenant, compliance-first, and built to operate at scale.
AI-first automation
We design products where the AI does the work — extracting documents, mapping data, drafting content, and watching production — while humans approve and steer. The result is software that runs lean and improves itself.
PDF / DOCX / XLSX parsing and generation — turning unstructured partner files into structured, validated data.
LLM-assisted mapping, drafting, and decisioning with evals — built on the Vercel AI SDK and OpenAI, gated by automated quality checks.
Scheduled cron jobs, queue workers, dead-letter alerting, and a daily compliance officer that audits itself.
Selected work
A cross-section of AI-first systems across our three practices. SignalEDI is one of them — here's the wider picture.
SignalEDI is a live CCCM build. Additional pieces are representative of our work across Marketing, Commerce & Apps.
SignalEDI
Featured build · AI-native EDI & onboarding platform
SignalEDI replaces months of manual trading-partner setup with an AI-guided onboarding funnel. It ingests partner documents, maps them to X12 transaction sets, runs them through automated validation, and exchanges them over SFTP — all under a multi-tenant, compliance-first platform with billing built in.
Under the hood
The toolbox
A documented, opinionated stack — the same one we bring to every engagement. Production-tested, type-safe, and observable end to end.
How we work
We pin down the workflow, the data, and where AI removes the manual work. Architecture before pixels.
AI-native delivery on Next.js + TypeScript, with automation and quality gates wired in from the first commit.
Compliance, RLS, observability, and disaster-recovery drills — so it's safe to operate, not just to demo.
We keep it running — automated officers, alerting, and continuous evals that improve the system over time.
Chat with Scout, our AI scoping assistant. Answer a few adaptive questions about your idea and we'll draft a rough level of effort, a functional spec, a build & support cost range, and the tooling we'd use — sent straight to your inbox.