Solutions
A fictional agent recovery environment and Core/Masters journey under acceptance repair are local engineering demonstrations. GST-Bench v1.0.0 is a separate India-specific release. Hosted lab evaluation, paid participation and live-model results are not available.
Or browse the domain status.
First environment
The first task family is original fictional purchasing recovery, not a hosted customer evaluation or a claim of tax expertise.
Local: resettable state, typed tools, bounded actions and a privileged outcome verifier.
Local: scripted baseline and candidate traces, final-state checks, hash, history and export. No live model claim.
Roadmap: a rights-scoped pilot around a buyer's accepted task and integration requirements.
Core and Masters
The connected workflow uses fictional loopback test accounts and is undergoing acceptance repair. Public contributor intake and hosted buyer access are closed.
Local: tenant-scoped fictional brief, acceptance rule and use rights.
Local: versioned submission, separate review and revision feedback. Acceptance is not payment.
Local: operator checks rights, integrity and safe outcomes before a buyer comparison is available.
Research and later work
GST-Bench is an India-specific research asset. Evaluation access never grants training or publication rights.
Released India-specific benchmark: frozen, staff-authored and content-hashed, with private held-out membership and deterministic delivery proof.
Later, separately permissioned mode. Protected challenge material is not recycled into training.
Later research direction only after a real partner, task, permitted data and validation owner exist.
Future engagements
No public pack size, rate card or delivery promise is active. A future engagement would be defined in signed terms.
Engagement boundary
This is a high-level commercial boundary, not a publication of internal operating methods or a claim that every roadmap item is deliverable.
A future engagement would define the capability, boundary and evidence needed.
The operating plan, acceptance terms and delivery controls would be agreed privately.
Any result would carry its own version, provenance and limitations. The current reference is delivery proof only.