Custom Software & AI Engineering
Connect your systems and automate complex workflows.
Shoppeal engineers the custom software and AI that integrate your disconnected systems, automate repetitive tasks, and resolve operational exceptions.
Engineering Capabilities
The Gap
Your systems work.
The gaps between them don't.
What we build
Three kinds of engineering. One goal: smoother operations.
We work on the gaps between your business systems. AI suggests what to do. Software runs the routine work. A data layer links it all.
AI Engineering
AI architecture that augments complex operational decision-making.
- AI tools built on large language models (the kind of AI behind ChatGPT), added to your workflow
- Pulling the right documents, records, and messages together from across your systems
- Turning your policies into written rules, so suggestions stay consistent
Software Engineering
Custom software development for workflows your core systems don't cover.
- Internal tools and apps for daily operations
- Web and mobile product engineering
- Updating old software and cleaning up old shortcuts in the code
Data & Systems Engineering
Systems integration and data unification for complex environments.
- Connections between ERP, MES, QMS, CRM, and supplier portals
- Automatic data feeds: how data moves, in what order, and how it's checked
- Software-to-software connections (APIs)
Exception-to-Action Architecture: Our methodology for resolving operational bottlenecks
Understand.
Integrate. Automate.
Assessment & Discovery
Exception Map + Baseline Sheet
We document the current operational workflow: dependencies, system touchpoints, and authorization requirements. We then establish an empirical baseline: frequency, cycle time, and financial impact.
Context Aggregation & Business Logic
Context Map + Decision Rulebook
We integrate isolated data across your systems. We then encode your operational guidelines: compliance limits, thresholds, and the evidence required for deterministic recommendations.
Authorization & Governance
Human Approval Flow
A human operator reviews every recommendation. They can approve, modify, reject, or escalate it. No automated execution occurs without explicit authorization. An audit trail is maintained for every decision.
Empirical Validation
Measurement Report
We evaluate the outcome against the established baseline: cycle time reduction, error rate, and ROI. You retain authority over whether to proceed to production scale.
Production Rollout: Action Layer
Once the architectural approach has proven reliable in pilot, we deploy bidirectional system updates, task generation, and automated workflows, secured by continuous monitoring and alerting.
Solutions
Where work gets stuck, and how to get it moving again.
Industries
We work where reliability matters.
Software is useless if the people running the business don't trust it. We build systems that prove their work, for industries that can't afford mistakes.
See all industries
Examples
Things we've built
Until we can share real customer results, here's how the method works end to end on a realistic scenario.
See all examplesAI products
Boundrix AI: a safety and control layer for AI tools that are already in use. Built by our own team.
Ready to evaluate an operational challenge?
It starts with a 30-minute call to map how the workflow moves today, what it costs, and whether our methodology is the right fit.