Questions we get asked a lot.
Everything about our process, AI capabilities, engagement models, and what it's like to work with us.
It means AI is embedded at every stage — not just as a copilot for boilerplate, but as a core part of the product we're building. We use tools like Claude Code, Codex, and Gemini in our engineering workflow, and we build AI systems (vision pipelines, voice synthesis, video generation, real-time avatars) as deliverables for clients.
We've built full AI pipelines: GPT-4o Vision for PDF parsing and data extraction, Remotion for programmatic video generation, OpenAI TTS for voice narration, and real-time avatar systems via Simli. We also deploy self-hosted avatar generation using open-source models (MuseTalk, LatentSync) for clients who need on-premise AI with zero third-party dependency.
No. We exclusively build custom software — Next.js, React, React Native, Laravel, and AI-native backends. This gives you full code ownership, no platform lock-in, and the ability to scale without hitting tool limitations.
Fast. MVPs and well-scoped products typically ship in 1-2 weeks. Larger platforms and complex AI products land in 4-6 weeks. We scope everything clearly during discovery so there are no surprises — and we consistently beat the timelines we commit to.
Fully transparent. You'll see architecture decisions before implementation begins, know which parts use agentic AI tooling versus hand-written logic, and receive structured documentation throughout. We don't ship black boxes.
With structured migration tooling, zero-downtime strategies, and full audit trails. We've handled migrations of 300,000+ records and complex platform rewrites. Every migration includes a rollback plan and data integrity validation before cutover.
You do. We hand over full ownership of all code, infrastructure configs, and assets upon project completion. No licensing fees, no retained rights.
Fixed-price for well-scoped projects with clear deliverables and predictable budgets. Time & materials for complex, evolving, or exploratory builds where you need maximum flexibility. Both come with full transparency and regular reporting.
We're happy to talk it through.
Book a 30-minute call or send us a message. No commitment, no sales pitch — just a straight conversation about what you're building.
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