Agentic AI · Software · Data engineering
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Engineering as a craft.
Ship the part
that can't be bought.

Riyex is a small consultancy. We build production systems that streamline, scale, and deliver results. Senior end to end. No juniors on client work, no account managers in the way.

Founded
2021 · Fort Worth, TX
Expertise
50+ years combined
Shipped
40+ production systems
Response
One business day
Teams we've shipped with
What we do

Five practices. One team.
Senior end to end.

No account managers. No offshore layers. You talk to the engineer who's doing the work. The same one who signs the SOW.

Practice 01

Agentic AI

Multi-agent architectures, custom workflows, and AI decision pipelines. We build systems that act, not just respond. Evals first, models second.

  • Multi-agent
  • Workflow automation
  • Decision pipelines
  • Prompt infra
  • Guardrails
Read the agentic ai practice
Practice 02

Software Development

Custom applications built around how users work in practice. Operations tooling, internal platforms, customer-facing products. Typed, tested, observable.

  • TypeScript
  • Go
  • Postgres
  • React
  • Kubernetes
Read the software development practice
Practice 03

Strategy & Advisory

Vision-to-execution guidance from people who build the thing, not just plan it. Architecture reviews, AI adoption strategy, roadmapping.

  • Roadmapping
  • Architecture review
  • AI strategy
  • Org consulting
Read the strategy & advisory practice
Practice 04

Support Operations

Ongoing system care. Not an afterthought, but a discipline. We keep production healthy so your team can focus on building.

  • Monitoring
  • Security hardening
  • Scalability
  • Incident response
Read the support operations practice
Practice 05

AI & Automation

Machine learning and automation solutions that turn data into decisions. From model development through production deployment and monitoring.

  • ML models
  • Data pipelines
  • Predictive analytics
  • Process automation
Read the ai & automation practice
How we work

Built to run in production. Not just to demo well.

Most consulting delivers a presentation. We deliver a system. Here's what that means in practice.

  • Partnership over process

    We work with clients, not at them. You get direct access to the engineer doing the work. No intermediaries.

  • Simplicity over showmanship

    The right solution, not the flashy one. We have zero interest in building things that don't matter.

  • Engineering depth, every engagement

    50+ years of combined expertise. No juniors on client work. The same people who scope the project ship it.

  • Production-first thinking

    We build to run at 3am. Evals before models. Observability before features. Debuggable by design.

agent-pipeline.ts · riyex
orchestrator eval-agent plan-agent exec-agent tools[] memory actions[] output → production
orchestration
agent
tool / memory
Recent work

Production systems.
Not prototypes.

A sample of what we've shipped. Details anonymized where needed. We respect client confidentiality.

View all work
Spentra Support Operations

Six years running Spentra's AWS environment under PCI DSS

Riyex has run Spentra's full AWS environment for over six years (EC2, RDS, ElastiCache, Lambda, and API Gateway) with PCI DSS maintained continuously. Spentra's engineering team stays focused on Money Earned while we keep the platform underneath it patched, monitored, and on-call.

6+ yrs
Continuous support operations
24/7
Monitoring and on-call coverage
<15min
Incident response SLA
  • AWS EC2
  • AWS RDS
  • Redis
  • Ansible
Read case study
Halberd Mutual Agentic AI

Agentic claims-payment automation layered on a legacy carrier system, 82% touchless

Built an agentic automation layer on top of Halberd Mutual's legacy claims-payment system. 82% of vendor bills process touchless, the rest route to a human payment specialist, and the original software still runs underneath.

82%
Vendor bills processed touchless
24/7
Continuous operating window
0
Systems replaced
  • Claude
  • Python
  • LangGraph
  • Playwright
Read case study
Westport Foodservice Software Development

Real-time TMS sync that gave 2,000+ customer locations live shipment visibility

Built a real-time bridge between Westport Foodservice's TMS and the 9 different systems its 2,000+ customer locations run. Customers now see live delivery status from the same screens they already use rather than from a separate portal or an end-of-day data dump.

<20s
Cross-system sync latency
9
Customer TMS platforms integrated
2,000+
Customer locations served
  • Kafka
  • Python
  • PostgreSQL
  • Kubernetes
Read case study
We couldn't ask for a better development operations partner in riyex. It's rare to find a partner this committed, responsive, and trustworthy. We truly value the partnership and trust them completely.
Dan Corken
Director of Interactive Production, WorkInProgress
How we engage

Three phases. No surprises.

Every Riyex engagement follows the same structured process. You always know where we are and what's coming next.

01 / 03

Discovery & scoping

We learn your system before we touch it. One week of structured discovery: architecture review, stakeholder interviews, constraint mapping.

Scope document
Risk register
Engagement proposal
02 / 03

Architecture & design

We design before we code. Every system gets an architecture doc, data model, and decision log before a line of implementation ships.

Architecture doc
Data model
Decision log
03 / 03

Build & ship

We ship to production, not staging. Weekly deployments, observed from day one. You own the repo. We never hold your code hostage.

Production deployment
Runbook
Handoff session
Start the conversation

Got something hard to build?
Let's talk this week.

Tell us what you're working on. We reply within one business day, usually from the engineer who'd run the engagement.

Book a call or email hi@riyex.com