Software, SaaS, Web & Mobile App Development
Production-grade web apps, multi-tenant SaaS platforms, and native mobile apps — with AI woven through where it actually adds value.
Web Apps
React, Next.js, full-stack TypeScript with type-safe APIs (tRPC / GraphQL).
SaaS Platforms
Multi-tenant, billing (Stripe), RBAC, audit logs, feature flags, observability, white-labeling.
Mobile Apps
iOS (Swift/SwiftUI), Android (Kotlin), or cross-platform (React Native, Flutter).
Internal Tools
AI-powered admin panels, dashboards, and ops tools.
UI/UX Design
Research-driven interfaces and design systems shipped alongside engineering.
QA & Testing
Automated testing, visual regression, security audits, performance monitoring.
Cloud & Infrastructure
AWS / Azure / GCP / Kubernetes with CI/CD, IaC, and observability.
What we build with by default
Natural-language search
Across your data, with relevance ranking and semantic recall.
AI-drafted emails
Inside the app, with brand voice and CRM context.
Smart classification
+ routing of inbound work (tickets, leads, transactions).
Agentic copilots
Embedded in dashboards and tooling.
Vision-powered upload flows
Receipts, IDs, contracts — OCR + extraction baked in.
Semantic recommendations
Personalization without spreadsheets-of-rules.
Strategy & Scoping
Two-week paid discovery: workflows mapped, architecture sketched, plan + price.
Build to Production
Full design + engineering through MVP launch and first round of users.
Long-Term Partner
Embedded engineering team that owns the product roadmap with you.
Do you build mobile apps too, or just web?
Can you take over an existing codebase?
How do you handle long-term maintenance?
Do you do design too?
Custom AI development guides
AI Integration Guide
End-to-end how-to.
Integration Architecture
Patterns that scale.
AI API vs Custom Models
Buy, fine-tune, or build.
Fine-Tuning LLMs
When and how.
AI Integration Cost
What drives the budget.
Integration Mistakes
Pitfalls to avoid.
Related: AI Agents · Enterprise AI · API Integrations · AI Automation
Frequently asked questions
How much does custom AI development cost?
It depends on scope, but we scope the highest-ROI piece first and ship a working pilot in weeks — so you see value before a large commitment. We give a fixed estimate after a short discovery.
Should we use an AI API or build a custom model?
Most business builds use a leading API (OpenAI, Claude, Gemini) with retrieval (RAG) over your data — faster and cheaper than training a custom model. We fine-tune or build custom only when the use case truly requires it.
Do you hand off the code to our team?
Yes — clean code, documentation and a knowledge-transfer plan so your team can own and extend the system.
Ready to Replace Manual
Work With AI?
We'll map your workflows, identify the highest-ROI agents, and ship a working pilot within weeks — not quarters.