Give Meshia a hard problem. It assembles the agents, runs the experiments, and scales the compute on its own.
Built and used by teams at
Plans, GPUs, visualizations, and output artifacts stay under one roof, all in your browser.
The ultimate place for discovery.
Meshia scales a problem from one agent up to swarms of thousands, all sharing memory and staying locked on the same objective.
The orchestrator indexes shared context, audits decisions, and enforces time and resource budgets so thousands of agents behave like one accountable research team.
Meshia binds scattered compute into one workspace that can expand around the run instead of forcing your team to rebuild the environment.
The provisioner optimizes placement around availability, region, and latency to maintain high-bandwidth communication between clusters across providers, turning fragmentation into one workspace.
Meshia scales a problem from one agent up to swarms of thousands, all sharing memory and staying locked on the same objective.
The orchestrator indexes shared context, audits decisions, and enforces time and resource budgets so thousands of agents behave like one accountable research team.
Keep weights, artifacts, and context together, so progress continues across workspaces and teammates.
Meshia meshes compute from 17 providers around the world. Every workspace gets unmatched compute availability and resilience.
Cost-efficient 24 GB workhorse for adapters, embeddings, and cheap parallel experiments.
Budget CUDA branch for small fine-tunes, package checks, and low-cost inference tests.
Many small experiments, smoke tests, and low-cost branches.
Cloud data-center GPU for inference, rendering-adjacent ML, and moderate CUDA training.
16 GB Ada workstation GPU for CUDA development, small model inference, and graphics workloads.
Cost-effective legacy CUDA option for inference, embedding generation, and smoke tests.
Legacy Pascal-class GPU for robust CUDA training and older compute workloads.
Ultra-low cost legacy GPU for light inference and tiny CUDA validation tests.
Free includes a one-time $10 credit; add a card to keep going pay-as-you-go. Pro includes $500 of usage each month. Plan storage allowances are included; storage above the allowance is $0.08/GB/month. GPU, agent and storage usage above your plan's included amount is billed at the listed metered rates.
