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SwiftCase

Workflow automation for UK service businesses. Created in the UK.

A Livepoint Solution

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Engineering at SwiftCase

Howwebuildsoftwarethatlasts

Technical deep dives, architecture decisions, and engineering culture from a team that's been building production software for 15 years.

How We BuildResearch
11.8M+
Cases Processed
384
Active Workflows
15
Years in Production
40K+
Platform Users

Technical writing

Deep dives into how we solve real problems. No fluff, no marketing speak - just the technical details.

Architecture8 min

Building a Workflow Engine That Handles 11.8 Million Cases

What we learned building SwiftCase's workflow engine over 15 years - from modular architecture to event-driven processing.

AI Infrastructure6 min

Why We Built Switchboard With Custom and Multi-Provider AI

How Switchboard combines custom-built AI models with external providers to optimise for each task while avoiding vendor lock-in.

Voice AI7 min

The Hard Problems in Real-Time Voice AI

Building voice AI agents that feel natural is harder than it looks. Here are the technical challenges we solved.

Engineering Culture7 min

What 15 Years of Building Software Taught Us

SwiftCase has been in production for 15 years. Here's what we learned about building software that lasts.

View All Engineering Posts

Technology stack

Boring where it should be boring. Modern where it matters. We don't chase trends, but we don't cling to legacy either.

SwiftCase Platform

Battle-tested stack handling 11.8M+ cases over 15 years

PHPSymfonyMariaDBRedisDoctrine ORM

Switchboard AI

Real-time AI voice and chat agents with sub-second latency

Node.jsTypeScriptExpressWebSockets

Frontend

Modern tooling across all products and interfaces

ReactNext.jsTypeScriptTailwind CSS

AI & Speech

Custom-built models plus multi-provider flexibility

Custom ModelsOpenAIAnthropicDeepgramElevenLabs

Architecture principles

The design decisions that let us scale to millions of cases without rewriting everything every few years.

Modular Architecture

Clear domain boundaries. Each module owns its responsibility. Changes in one area don't ripple across the system.

Event-Driven Processing

Workflows trigger events. Events trigger actions. The system reacts rather than polls, scaling efficiently.

Security by Design

JWT auth, RBAC, audit logging on every action, encryption at rest and in transit. Multi-tenant isolation built in.

Data Integrity First

Relational data model with referential integrity. 154+ event types logged automatically. Full audit trail.

Read Full Architecture Details

Explore more

Deep dives into how we work, what we're researching, and how to join the team.

How We Build

Architecture principles, development practices, and technology decisions

Research

Novel problems we're solving in AI, voice, and workflow automation

Engineering Careers

Join the team building software that businesses depend on

Remote Work Guide

How our distributed team works - equipment, async practices, tools

Interested in how we work?

We're always looking for engineers who care about building reliable systems. If this resonates with how you like to work, get in touch.

Engineering CareersGet in Touch