Senior AI dev
for Osaka teams.
Industrial software and B2B SaaS with manufacturing roots. Less hyped than Tokyo, deeper craft. Vedwix is a Delhi-based studio working with Japan clients on ai development — production-grade AI features, RAG pipelines, agents, fine-tunes, and eval harnesses.
Brief us on AI workWhy Osaka teams work with us.
Industrial software and B2B SaaS with manufacturing roots. Less hyped than Tokyo, deeper craft.
Top industries in Osaka
- Manufacturing
- B2B SaaS
- Healthtech
Notable Japan companies
- Panasonic tech
- Lifenet Insurance
- Money Forward Osaka
Working with Delhi from Osaka
3.5 hours ahead of Delhi — your morning starts when ours is just opening. Daily 4–5 hour overlap window for live work.
We don't pretend we're local — we're honest about being a Delhi studio. What this means for Osaka clients: most communication is async (Linear, Loom, Slack), live calls are scheduled in your morning / our late afternoon-evening, and we treat the time difference as a feature, not a bug — work happens overnight from your perspective.
Local accelerator worth knowing about: GVH Osaka. Local conference: Hack Osaka.
Our ai development deliverables.
We build AI features that ship to real users — not demos. RAG systems with hybrid retrieval, agents with structured outputs, fine-tuned small models, and eval harnesses that measure quality before and after every change.
- RAG system with hybrid search
- Eval harness + observability
- Agent orchestration
- Fine-tuning + serving
- Internal AI tooling
AI Development that behaves.
Tell us about your project in three sentences or fewer. We'll reply within two business days, often the same day. Currency, time zone, scope — all sorted in the first call.
Start a projectCommon questions.
How much does ai development cost in Osaka?
We scope ai development engagements per project — we don't publish standard rates because every brief is different. Send us your scope and we'll send a fixed-fee proposal within two business days. We're happy to honestly recommend a freelancer or alternative studio if your project doesn't justify our level.
How do you handle the time difference between Osaka and Delhi?
3.5 hours ahead of Delhi — your morning starts when ours is just opening. Daily 4–5 hour overlap window for live work. Most coordination is async — Linear for tickets, Loom for walkthroughs, Slack for ad-hoc. Live calls are scheduled in our overlap window. For most clients this becomes a feature: progress happens overnight from your perspective.
Do you have Japan clients we can talk to?
Yes — references available on the second call. We don't share client names publicly until they're comfortable with it.
What if Osaka prefers a local agency?
We're honest about that trade-off. Local agencies have on-the-ground presence, in-person workshops, and timezone alignment. We compete on senior practitioner ratio (everyone on your project has 8+ years of experience) and a 40-60% cost difference. Whether that math works depends on the project.