Consulting practice · Miami, Florida · Since 2003
Red J Solutions is a consulting and engineering practice that designs, ships, and operates production systems inside live businesses. We have been building them since 2003, across insurance, banking, education, legal services, commerce, and asset management. Today that work is agentic AI, built with the same discipline.
The AI is new. The discipline is not. Twenty years of cutovers, incidents, and production debugging is why our agents ship with budgets, audit trails, and a human on the last gate.
Services
Agents that run unattended, with budgets, audit trails, and approval gates.
An AI environment your team can run without a developer.
Legacy systems moved to a current stack without losing anything.
Document and research pipelines whose answers you can trace and verify.
Separate vendors and systems wired together so they behave as one.
Staging, pipelines, and monitoring that make deploys uneventful.
How we work
Written specifications before any code.
Three-model adversarial review of the plan.
Isolated worktrees, tests first.
Automated code and security review on every change.
CalVer releases and a dated journal of every decision.
Work
Some clients come for agents that run unattended. Others come for software that has to keep working for years. The same people build both.
Consulting and hands-on engineering for businesses putting AI to work. We scope what an agent should and should not do, build it, and put the controls around it: budgets, audit trails, evaluation gates, and a human on the last step that reaches a customer.
Direct-to-consumer apparel on Shopify and TikTok Shop
An AI operating environment for a non-technical founder
We deployed Claude Code as the founder's daily operating environment, governed by a written contract, so a solo operator could run email, campaigns, and reporting without touching a vendor GUI or a terminal.
Live market data, multi-broker execution, self-managing operations
A 24/7 agentic system with governed promotion to production
A Python platform that rebuilds its own data overnight, runs live execution paths over broker socket APIs, reconciles its own state, and reviews its own health, with strategies inactive by default and an eight-artifact promotion audit.
Propose-only investment research
Eleven discovery engines with a provenance ledger
A research system that runs blind across Claude, Grok, Gemini, and OpenAI, reconciles claims, verifies insider claims against EDGAR, and stress-tests every proposal before a human sees it.
Governed LLM extraction and backtest research
Extraction over 338,778 filings with a frozen quality gate
A governed extraction pipeline over SEC 8-K records, with a frozen gold set, a five-model bake-off, unanimity-or-abstain classification, and weekly drift regression.
Custom software, built to order and built to last: web applications and APIs, migrations off stacks that have become a liability, and the release discipline that makes deploys uneventful. Two decades of it, across banking, insurance, commerce, education, legal services, asset management, and infrastructure.
Restaurant online ordering, Westborough, Massachusetts
Platform modernization with a zero-loss cutover
We ported a 20,000-line PHP and MySQL ordering site to Next.js, React, TypeScript, Drizzle, and Turso, then cut production over with every historical order intact.
Legal services API platform
AI-assisted engineering on a live GraphQL platform
Lead engineering for Node.js, GraphQL, and React delivery across legal-services integrations, introducing pull requests authored and reviewed with Claude Code and automated security scanning before human review.
Personal insurance, vendor sales channels
Quoting APIs behind national retail partners
We built and tuned the backend that collects a customer's details, talks to upstream insurers, assembles competing quotes, and returns them fast enough to hold someone's attention, including for the Costco channel.
Asset management, portfolio tooling
Live portfolio and risk tools for fund managers
We built the tools fund managers used to see their positions across accounts in real time, so they could tell at a glance whether a portfolio still matched its target allocation.
Education technology
A testing engine and course platform at scale
We built the assessment engine students used to learn and be tested inside simulated office software, and worked on the platform teachers used to manage courses, assignments, and grades.
Commercial insurance
A consumer-facing platform on an enterprise backend
We built a responsive, data-driven public site on top of an enterprise content platform, with configurable components the business could rearrange without a developer.
Banking, globally deployed internal platform
Accessible, database-driven forms at global scale
We built form-collection applications whose layout and validation are driven by the database rather than hand-coded, so a form could change without a release, and made them usable by people who navigate with a screen reader.
E-commerce at scale
Independently deployable microservices on AWS
We added new capability to a large existing storefront without touching the monolith, so individual components could move to a modern stack on their own schedule.
Education technology
A Flash classroom application rebuilt in React
We led the move of a live online classroom off Flash and onto React and Redux, rearchitecting the core so the product could keep shipping after the plugin era ended.
Global engineering and infrastructure
Enterprise profile and search across disconnected systems
We built a people directory that pulled identity from Active Directory and several external databases into one searchable profile, and made it look like the rest of the corporate site.
Stack
Languages, runtimes, stores, and pipelines, with a plain note on how deep each one goes.
Organizations
DTC apparel
Legal services
Insurance
Banking
E-commerce
Education
Asset management
Education
Commercial insurance
Engineering
Education
Asset managementContact
Tell us what is not working, what you have tried, and what a good outcome looks like. We reply with questions, not a deck.
jared@redjsolutions.com