Available for new projects

We build the data and AI foundations your business runs on.

Cloud data platforms, intelligent AI systems, and the integrations that connect them. Architected and engineered end to end, from first principle to production.

rfti://stack.config
$ deploy --target production
cloud: GCP / multi-region
warehouse: provisioned
pipelines: automated
ai_layer: online
governance: enforced
team_training: enabled
$ status all systems operational
Data Warehousing Cloud Architecture AI Agents ETL Pipelines LLM Integration AI Training Data Governance Analytics VPS Deployment RAG Systems Dashboards IAM & Security Real-time Data
// 01   What We Do

Four disciplines.
One point of accountability.

From the cloud foundation to the intelligence layer on top, we design and build the systems that turn fragmented operations into a single, dependable backbone. Then we train your people to run them.

01

AI Engineering

Production AI, deployed where it matters

Self-hosted and cloud AI infrastructure, autonomous agent development, and LLM integration into the systems you already run. From private inference on your own hardware to fully managed VPS deployments.

Local AIAI AgentsCloud / VPSLLM IntegrationRAG
02

Data Infrastructure

The foundation everything depends on

Cloud data warehouses and data lakes, governed landing zones, IAM policy and access architecture, and resilient ETL and ELT pipelines. Built for scale, security, and a single source of truth.

WarehousesData LakesLanding ZonesIAM & GovernanceETL / ELT
03

Analytics & Reporting

Decisions, not just data

Executive dashboards, automated reporting systems, and deep-dive analysis. Hand over a dataset and receive a comprehensive, decision-ready report, or a live dashboard your team runs on every day.

DashboardsReportingDataset AnalysisForecasting
04

AI Training & Enablement

The newest discipline: we train the humans too

Complete AI academies, interactive training platforms, and live workshops that turn AI tools into daily working habits. Curriculum design, governance grounding, hands-on labs, and measurable adoption, delivered as a program your teams actually finish.

AI AcademiesCurriculum DesignLive WorkshopsGovernance TrainingAdoption Metrics
Explore the practice →
// Proven In Production

We have built production systems spanning cloud data warehouses, e-commerce integrations, AI assistants, reporting automation, operational dashboards, and enterprise AI training platforms, delivered end to end and running at enterprise scale.

// 02   The System

One connected system, not a pile of tools.

This is the architecture we build, live on this page. Data flows from your operational systems into a governed warehouse, powers the AI layer, and lands as decisions and enabled teams. Hover any node to see its role. Click it to open the capability.

Your Systems Movement Foundation Intelligence Outcomes ERP E-Commerce Ads CRM ETL Pipelines BATCH + INCREMENTAL Streaming EVENTS + CDC Data Warehouse SINGLE SOURCE OF TRUTH Governance QUALITY + ACCESS + LINEAGE LLM Layer RAG AI Agents Dashboards Reports Trained Teams
System Map Hover any node to see its role in the architecture. Click a node to open the capability page.
// 03   How We Work

A method built for clean handoffs.

No loose ends, no black boxes. Every engagement is documented, owned end to end, and delivered so your team can run it without us.

STEP 01

Discover

We map the systems, data, and outcomes that actually matter before a single line is written.

STEP 02

Architect

A clear blueprint: scalable, secure, and documented. You approve the design before the build.

STEP 03

Build

Engineered to production with rigor and full transparency. Clean code, clean handoff.

STEP 04

Sustain

Optional ongoing support, optimization, and iteration as your needs grow.

0
Records Unified
0
Production Dashboards
0
Core Disciplines
0
Founder Led
// 04   Selected Work

Enterprise systems, delivered to production.

A look at the kind of work we deliver. Client identities are kept confidential; the outcomes are real.

[ 01 ]

Enterprise Data Platform

Global Commerce Operator
ChallengeA global commerce company's regional operation had no unified data layer: fragmented systems, manual reporting, and no single source of truth.
ApproachDesigned and built a cloud-native data warehouse from zero, with automated pipelines spanning e-commerce, advertising, and operational systems.
OutcomeOver 1,000,000 records unified, a suite of executive dashboards, and automated reporting that replaced manual work entirely.
GCPBigQueryETLDashboards
[ 02 ]

AI Customer Experience Platform

Enterprise Operations
ChallengeScaling customer interactions without scaling headcount, across voice and digital channels.
ApproachArchitected a phased AI platform spanning voice, web chat, and autonomous data operations, standardized on a unified model provider with retrieval-grounded responses.
OutcomeA production roadmap for AI-handled telephony, web chat, and agentic back-office operations.
Voice AILLMRAGAgents
[ 03 ]

Cross-System Integration Architecture

Logistics & Fulfillment
ChallengeDisconnected ERP, logistics, and fulfillment systems creating operational drag and data silos.
ApproachDesigned end-to-end integration mapping and built the microservices connecting ERP, third-party logistics, and warehouse operations.
OutcomeA resilient, documented integration layer moving data reliably between previously siloed systems.
ERPAPIsCloud RunLogistics
[ 04 ]

Enterprise AI Enablement Academy

European Commerce Enterprise
ChallengeA workforce adopting AI tools with no shared standards: inconsistent prompting, unclear data boundaries, and low confidence outside a small pilot group.
ApproachDesigned and delivered a complete AI academy: an eight-session curriculum from AI literacy to a governed capstone workflow, deployed as an interactive training platform with quizzes, hands-on labs, and a self-serve toolkit.
OutcomeA production training platform with progress tracking and department-specific workflow labs, grounded in GDPR and EU AI Act obligations and rolled out across teams.
TrainingEnablementGovernanceEU AI Act
// 05   AI Training & Enablement

We train the humans, not just the machines.

The best AI deployment fails if nobody uses it well. We design and deliver complete AI enablement programs: curricula, interactive training platforms, live workshops, and governance grounding that turn tools into working habits.

  • Full curriculum design from AI literacy to advanced, role-specific workflows
  • Interactive training platforms with progress tracking, quizzes, and hands-on labs, deployed on your own infrastructure
  • Live instructor-led workshops for departments, leadership, and champions programs
  • Governance and compliance grounding aligned with GDPR, the EU AI Act, and the NIST AI Risk Management Framework
  • Measurable adoption through capstones, assessments, and completion metrics, not attendance sheets
rfti://academy.progress
0%
S-01AI Literacy for Real Business WorkComplete
S-02Prompt Engineering & DelegationComplete
S-03Governance, Security & Data BoundariesComplete
S-04Knowledge Bases, Files & RAGComplete
S-05Models, Tokens, Speed & CostIn Session
S-06Department Workflow LabsQueued
S-07Hallucinations & Output VerificationQueued
S-08Capstone: Launch A Safe AI WorkflowQueued
Sample Assessment Question
// 06   Ways To Work Together

Engagement, scoped to your need.

Whether you need a complete build, an ongoing partner, a single piece of analysis, or a trained team, there is a model that fits.

[ 01 ]

Fixed-Scope Project

A defined deliverable on a fixed timeline. Best when you know exactly what needs to be built.

Inquire for pricing
[ 02 ]

Retainer / Fractional

Ongoing capacity and a partner on call. Your data and AI function without a full-time hire.

Inquire for pricing
[ 03 ]

Advisory

By the hour. Architecture reviews, technical strategy, and a senior second opinion when you need one.

Inquire for pricing
[ 04 ]

Analysis & Report

Send a dataset, receive a comprehensive, decision-ready report. Pay per deliverable.

Inquire for pricing
[ 05 ]

Team Training

AI academies, workshops, and enablement programs for your workforce. Scoped per program.

Inquire for pricing
// 07   The Studio

Built by the engineer who does the work.

Ryker Flynn Tech Integrations is a founder-led data and AI engineering studio. When you hire us, you work directly with the person designing and building your systems. No account managers, no handoffs, no diluted execution.

The studio is led by an engineer with a track record of building enterprise-grade infrastructure for global operations: complete cloud data platforms, AI systems, and the integrations that hold them together, all delivered to production.

A former U.S. Marine, the discipline behind every engagement is the same: clear objectives, total ownership, and work that holds up under pressure.

  • Direct access to the engineer, start to finish
  • End-to-end ownership, from architecture to production
  • Documented work your team can actually run
  • Fully remote, working across time zones
// Studio Profile
DisciplineData & AI Infrastructure
ModelFounder Led
Primary CloudGoogle Cloud Platform
EngagementsProject / Retainer / Advisory / Training
LocationGermany (Remote)
StatusAccepting Clients
// 08   Questions

Things worth knowing.

Primarily Google Cloud native, with comfort across major cloud providers and fully self-hosted setups. The right foundation depends on your needs, and we will recommend honestly.

Flexibly. Fixed-scope projects, monthly retainers, hourly advisory, or a single paid report. We scope the engagement to the problem rather than forcing you into a package.

Yes. We design and deliver complete AI enablement programs: curriculum, interactive training platforms, live workshops, and governance content tailored to your organization. See the AI Training & Enablement page for the full practice.

Yes. Security and governance are designed in from day one: least-privilege IAM, documented access, and architecture that respects how your data needs to be handled.

Yes, through a retainer or fractional arrangement. Many clients keep us on for optimization and iteration once the foundation is live.

From founders building their first data stack to established operations modernizing aging infrastructure. If data and AI are on your critical path, we can help.

// 09   Get In Touch

Let's build it.

Tell us what you are working on. Whether it is a full platform, a single integration, a training program, or one dataset you need answers from, we will get back to you with a clear next step.

Based In
Germany · Working Remotely
Available for new projects