ia.
internal automation

Internal Automation
Built to work. Yours to run.

AI-Powered iOS & Mobile Apps. Handheld.

Your operation in your customers' pockets, AI built in. Build custom iOS and mobile applications with integrated AI features that engage customers and streamline operations on any device.

Book a Fusion Workshop
weeksfrom kickoff to a first build in production
24/7runs unattended through nights and busy seasons
100%owned by you: workflow, integrations, credentials
10-80-10payment terms: start, build, handover

The spec.

The build, stage by stage. This is what the design phase papers and prices.

01TriggerUser action. A tap or input in your app.
02The readOn-device / cloud AI. The smart feature runs where it fits best.
03The writeApp + backend. It connects to your data and services.
04The handoffSmart feature response. An experience users notice and keep using.

You own the build. The workflow, the integrations, and the credentials live in your accounts, not ours. Documented, handed over, yours.

Fixed price. Fixed date.

01FusionA Fusion Workshop. Your team and ours, one room, the workflow on the whiteboard. You leave with the plan whether or not you hire us.
02DesignWe spec the build: every trigger, every integration, every handoff. It ends with a fixed price and a live date.
03BuildThe first workflow is live in weeks; a full deployment runs three months to a year. 10% to start, 80% across the build, 10% at handover.
04RunIt runs in your accounts under your credentials. Keep us on support, or take the keys.

The walk-away: If automation will not pay for itself in your operation, we say so at the workshop, and you keep the map.

What we need from you: a decision-maker in the workshop, system access by week one, and honest answers about how the work really flows.

Adjacent builds.

Most engagements expand into one of these after the first build proves out.

AI Data Annotation and LabelingAI Chatbots and Virtual AssistantsWorkflow AutomationAI-Powered CRM SystemsDocument Processing and OCR

Straight answers.

Do you build for both iOS and Android?

Yes. We build native iOS apps using Swift and SwiftUI for the best possible Apple device experience, and we also develop cross-platform applications using frameworks like React Native or Flutter when you need to reach both iOS and Android users from a single codebase. We recommend the best approach based on your target audience, feature requirements, and budget. For many businesses, a cross-platform approach delivers excellent results on both platforms at a lower development cost.

How does on-device AI work and what are its limitations?

On-device AI uses optimized machine learning models that run directly on the smartphone's processor, without needing to send data to a cloud server. Apple's Core ML framework and similar Android tools make this increasingly powerful. Limitations include model size constraints, since phone hardware is less powerful than cloud GPUs, and the inability to update models in real-time without an app update. We design apps that use on-device AI for real-time features like image recognition and text analysis, while leveraging cloud AI for heavier tasks like model training and complex reasoning.

How long does it take to build an AI-powered mobile app?

A minimum viable product with core AI features typically takes 8-14 weeks from kickoff to App Store submission. This includes design, AI model development, app development, testing, and submission. More complex apps with multiple AI features, backend systems, and integrations may take 4-6 months. We use an iterative development process with regular builds and demos, so you see progress continuously and can provide feedback that shapes the final product. Post-launch, we offer ongoing support for feature additions and AI model improvements.

How do you handle data privacy in AI-powered apps?

Privacy is central to our mobile AI development approach. We maximize on-device processing to minimize data that leaves the user's phone. When cloud processing is necessary, all data is encrypted in transit and at rest, and we implement strict data retention policies. Our apps comply with Apple's App Store privacy guidelines, CCPA, and other applicable regulations. Users are given clear control over their data with transparent privacy settings. For businesses in regulated industries like healthcare, we implement additional compliance measures like HIPAA-compliant data handling.

Put it to work. Book a Fusion Workshop. →