// Use cases

Where AI meets shipped software.

Not demos. Not decks. Production systems where intelligence does real work, built on the same engineering discipline that shipped 80+ apps.

01

Real-time Chat, Calls & Streaming

For marketplaces and apps that connect people live: coaching, telehealth, support, community.

We build the full real-time communication stack: instant messaging, voice and video calls, live streaming and presence, with payment-gated sessions and message history, engineered to never drop a conversation even on the world's worst connections.

  • Full-stack chat, voice, video and live streaming
  • Presence, typing indicators and searchable history
  • Payment-gated sessions and per-minute monetisation

Proven in production. Powers PsychicTxt and Mividente, with thousands of live advisor sessions every day. See the work →

WebSocketsXMPPWebRTCStreaming
Discuss this use case →
02

AI-Personalised Content & Programs

For health, education and habit products that live or die by retention.

Products that adapt to every user. We combine generative AI with proven behavioural frameworks like CBT to deliver personalised sessions, daily unlocks and content that evolves with each user's goals, turning one-size-fits-all apps into daily habits.

  • AI-generated content shaped by user preferences
  • CBT-based session and programme design
  • Streaks, unlocks and retention loops that stick

Proven in production. Behind SixtySix: AI Habit Creator and Seeking Reset: Quit Vaping. See the work →

Generative AICBTPersonalisationRetention
Discuss this use case →
03

AI Marketing & Re-engagement

For growth teams spending on ads or sitting on a cold customer list.

Let AI do the growth work. We build creative-generation pipelines that produce and test ad variants at scale, and autonomous re-engagement workflows that identify dormant customers and win them back, measured against revenue, not vanity metrics.

  • Ad creative generated, launched and optimised at scale
  • Autonomous win-back campaigns with personalised outreach
  • Revenue-first measurement on every workflow

Proven in production. Proven with Omniky and the ReEnergize workflow, which delivered a measured 35% revenue lift. See the work →

Generative AIAd-techAutomationCRM
Discuss this use case →
04

Live Operational Dashboards

For executives and merchants making decisions on yesterday's reports.

Decision screens fed by live data. From wind-farm telemetry to storefront visitor behaviour, we pipe events into real-time dashboards with comparisons, alerts and the exact numbers leadership actually needs, on any device, updated by the second.

  • Streaming pipelines from telemetry, apps and storefronts
  • KPI comparisons, thresholds and smart alerting
  • Mobile-first executive views for decisions on the go

Proven in production. Runs Sapphire Wind Report and StoreView for Shopify. See the work →

Real-timeTelemetryAnalyticsShopify
Discuss this use case →
05

Digital Health Programs

For health founders and clinics turning care plans into products.

Structured care, delivered as software. We design and build programme-based health apps (exercise routines, diet plans, CBT courses and progress tracking) plus the marketplaces that connect patients with professionals. Evidence-aware and built for outcomes.

  • Programme engines: exercise, diet and lifestyle plans
  • Symptom, mood and progress tracking that motivates
  • Healthcare marketplaces, bookings and credentialing

Proven in production. Four shipped products: Joinwello, Reset IBS, Seeking Reset and Findalocum. See the work →

HealthTechCBTMarketplaces
Discuss this use case →
06

Enterprise Ordering & Delivery

For distributors and delivery businesses running on phone calls and spreadsheets.

Commerce infrastructure for the physical world. Customer apps with on-demand orders and subscriptions, live delivery tracking, driver logistics and full admin control: the complete platform that moves your operation from manual dispatch to measurable throughput.

  • On-demand and subscription ordering with in-app payments
  • Live delivery tracking and automatic notifications
  • Asset, order and user management for operations teams

Proven in production. Trusted by Berain Water, one of Saudi Arabia's biggest water brands. See the work →

EnterpriseE-commerceLogisticsTracking
Discuss this use case →
// And more

If it needs intelligence,
we've probably built it.

💬Conversational AI
👁Computer Vision
📚RAG Knowledge Bases
🎯Personalisation
🗣Voice Interfaces
🏗Legacy Modernisation
🧪MLOps & Evals
🛰Edge AI

Prototype

A working proof of concept on your real data, not slides. You see the value (or we tell you honestly it isn't there).

Evaluate

Rigorous evals against your quality bar: accuracy, latency, cost per task. Guardrails and fallbacks before anything faces a user.

Scale

Production hardening, monitoring and our trademark 24/7 support. Intelligence that keeps working after the launch party.

Have a use case
we didn't list?

Good, those are our favourites. Tell us the problem and we'll map the shortest path to a working system.

Talk to an engineer