Line-of-Business Apps
Purpose-built apps that handle the day-to-day workflows a spreadsheet or off-the-shelf tool can't keep up with.
Software Delivery
Custom Software Development
Custom business software and process automation built to your exact specifications. When off-the-shelf tools don't fit, we build software that does.
- Line-of-Business Apps
- Process Automation
- Data Pipelines
Key Features
What this service covers
Use development when this is the bottleneck slowing the work down.
Process Automation
Replace manual spreadsheets and email chains with automated workflows that reduce errors, save time, and create audit trails.
Data Pipelines
ETL/ELT pipelines, data warehousing, and reporting systems that transform raw data into business intelligence.
Internal Tools
Admin panels, content management systems, and dashboards your team actually wants to use.
System Modernization
Migrate an aging Access database or legacy internal tool to a modern web-based system while preserving the business logic that matters.
SaaS & Subscription Products
Multi-tenant apps with Stripe billing, role-based access, and usage dashboards — scoped to the isolation level your compliance needs actually require, not the most complex option available.
AI & Machine Learning
ML-backed features like document classification, predictive analytics, natural language workflows, and recommendation engines where the data and use case support them.
Every business has processes that are too unique for off-the-shelf software. Spreadsheets, shared drives, and bolted-together SaaS tools create headaches, errors, and delays that limit growth. R5 Industries builds custom software that fits your business — not the other way around.
What We Build
Line-of-Business Applications
Purpose-built applications that serve as the core system for your business:
- Multi-role user systems with granular permissions
- Workflow engines with approval chains and escalation rules
- Document generation (contracts, invoices, reports) from structured data
- Audit trail and activity logging
- Multi-location support
Business Process Automation
Replace manual work with reliable, automated systems:
- Document processing — Extract data from structured PDFs, invoices, and forms with OCR plus review workflows for anything that needs human verification
- Workflow orchestration — Route tasks, send notifications, enforce SLAs automatically
- Data entry elimination — Forms that populate multiple systems from a single input
- Scheduled operations — Batch processing, report generation, and data reconciliation
- Exception handling — Flag anomalies for human review instead of manual checking
Data & Reporting
Turn raw data into decisions:
- Data syncs that connect business systems to analytics warehouses
- Real-time dashboards for KPIs, SLAs, and operational metrics
- Scheduled report generation and automated distribution
- Data quality monitoring and cleansing workflows
- Self-service analytics with embedded BI tools (Metabase, Superset, custom)
Internal Tools & Admin Panels
Tools your operations team relies on daily:
- Customer and order management interfaces
- Inventory and warehouse management systems
- Scheduling and resource allocation tools
- Content management for non-technical team members
- Configuration management without code deploys
SaaS & Subscription Products
For teams building a product customers pay for, not just an internal tool:
- Multi-tenant architecture — Shared-schema by default; dedicated database per tenant only when isolation is a genuine compliance requirement, not the default
- Billing — Stripe subscriptions, trials, upgrades/downgrades, and automated invoicing
- Access control — Role-based permissions and single sign-on through the identity provider your customers already use
- Customer-facing reporting — Usage dashboards and account-level metrics your customers can self-serve
Technology Choices
Our primary stack, used on most projects:
Backend
- Node.js / Bun with TypeScript — End-to-end type safety, fast development, good fit for real-time features
- Python — Data-heavy work, AI/ML integrations, document processing
Frontend
- React / Next.js — Complex interactive interfaces with server-side rendering
- Astro — Content-heavy sites and applications with selective interactivity
Database
- PostgreSQL — Our default for relational data, with SQLite/D1 for edge-deployed and embedded use cases
- Redis — Caching, sessions, and queues when a project needs them
When a project genuinely calls for a different language or platform (a .NET-based client system, for example), we scope that in upfront and bring in a contract specialist rather than stretching outside our core stack.
Our Development Process
1. Requirements & Discovery
We invest time upfront to understand your business deeply:
- Process mapping workshops with the people who use the workflow
- Current pain point and bottleneck analysis
- Integration requirements inventory
- Success metrics definition
2. Architecture & Design
Before writing code, we validate the approach:
- System architecture and data model design
- UI/UX design with interactive prototypes
- Integration architecture and API contracts
- Security and compliance requirements
3. Iterative Development
Two-week sprints with working software at every milestone:
- Prioritized feature delivery based on business value
- Regular demos and feedback cycles
- Continuous testing and code review
- Documentation as we build, not after
4. Deployment & Support
We deploy and operate what we build — no handoff to a separate DevOps vendor:
- CI/CD pipelines (GitHub Actions or GitLab CI) with automated build, test, and deploy
- Containerized deployments with Docker and version-controlled infrastructure
- Production monitoring, structured logging, and alerting
- Knowledge transfer and team training
- Ongoing maintenance and feature development
- Responsive support for critical systems
Why Choose R5 Industries
- Business-first — We understand the problem before reaching for technology
- Full-stack capability — Design, frontend, backend, infrastructure, and data handled by one accountable owner
- Quality engineering — Automated tests, code reviews, and CI/CD on every project
- Ownership mentality — We treat your software like our own product
Need software that matches how your operation runs? Book a planning session and we will scope the right build.
Need help with custom software development?
Start with one conversation. If the work also touches another hub, we will coordinate it from the same plan.