Credits become product here.
Singapore-based solution architects scope the build; delivery teams across Vietnam, Indonesia, India and the Philippines ship it. Most engagements start from a credit purchase on the exchange.
Full-stack AI delivery, not just consulting
Credit-to-product builds
Customer support agents, internal knowledge assistants, and retrieval-augmented systems built on the credits you already hold.
Voice, fine-tuning, evaluation
Voice interfaces, fine-tuning pipelines, evaluation harnesses, and monitoring dashboards — the parts most teams skip and regret.
Multi-provider routing & fallback
Cost-control wrappers and fallback logic so you're never fully dependent on a single provider's uptime or pricing.
Ongoing burn monitoring
We track your remaining credit balance and usage patterns so the next batch doesn't quietly expire unused either.
From listing to live product in one engagement
A representative $80K Anthropic credit purchase, matched on the exchange and delivered by Forge Studio.
Buyer lists requirement
A Singapore fintech tells us they need $80K in Anthropic credits and want a customer support agent built on top.
Match & verify
We match against a seller with excess grant credits expiring in 8 months and confirm the price at 30% off face value.
Escrow-protected transfer
Funds and credits move through escrow-style settlement. Buyer pays $56,000 for $80,000 in usable credits.
Forge Studio scoping
A Singapore solution architect scopes the support agent; delivery begins with a team based in Vietnam and the Philippines.
Production agent ships
The agent goes live, with burn monitoring in place so the remaining credit balance is tracked and doesn't expire again.
Singapore quality, regional delivery pricing
Bring us credits, or bring us a problem.
Whether you've already bought credits or are starting from scratch, Forge Studio scopes the build around what you have.