December 2025 — onwards. Updated April 2026.

  • Open-sourced SIMD Agent
  • One-command install for any machine
  • Continuous integration for fast iteration
  • Smarter automatic recovery when simulations fail
  • Launch posts, demos, outreach to the CFD community
  • Faster simulations with GPU accelerationIn progress
  • Ongoing marketing and community outreachIn progress
  • Run simulations from your terminal
  • Ready-made templates for common cases (pipes, heat exchangers, mixing)
  • Run on multiple GPUs for bigger simulations
  • Support for more types of turbulent flow
  • Multiphase flow simulations promoted from experimental to stable
  • Benchmark suite: measure setup time vs. a CFD specialist
  • Run simulations automatically from your own scripts
  • Live simulations that update from real sensor data
  • Support for more AI providers (Claude, OpenAI, local models)
  • Build 3D geometries directly in the browser
  • Instant predictions from past simulation data
Previous months
  • More format support from CAD tools
  • Deliver 2nd validated case study + Pilot Spec
  • Memory management for 3D simulations
  • Multi-phase simulation support (experimental)
  • Reward system (Colosseum)
  • Outreach to industry partners
  • Attend conferences & events
  • 3rd validated case study (thermal / aerospace / multi-phase)
  • Demo of SIMD Agent
  • Release SIMD Agent
  • Submit to Nvidia Capital Connect
  • Published One Pager
  • Release Shape V1: Geometry Understanding system for meshing
  • Marketing: launch posts, demos, and outreach campaign
  • Add more numerical solvers to SIMD Agent
  • Public documentation
  • Surprise package
  • Memory management for 3D simulations
  • Ship SIMD Agent beta (job service, run, artifacts, report)
  • Reach out to potential pilot customers and partners
  • Investor/VC updates with clear metrics (pilots signed, validation results, MRR targets)
  • Opensource the reward system MVP beta (provider tracking + payout logic) via Solana Ethernal
  • Submit to Nvidia Capital Connect
  • Introduced Founder #1: Adi
  • Received NVIDIA GB10 GPU
  • Introduced Onnes Cryogenics
  • Introduced Founder #2: Bayang
  • Secured $7.5k from Lambda for GPU pool access
  • Frontend UI for SIMD Agent
  • Introduced Founder #3: Sam
  • Approved to NVIDIA DGX Cloud Innovation program (DGX Cloud H100 allocation)
  • Shipped the SIMD codegen service
  • Shipped the sandbox code execution
  • AI code orchestration with reproducible configs
  • LH2 boil-off validation attempt (compare vs known references)
  • Introduced CFD engineer: Ankit
  • Attend Delft Liquid Hydrogen event (Netherlands)
  • SIMD v1 shipped + AI surrogate inference
  • First gas convection cylinder case study (FEniCS)
  • Whitepaper v1 published
  • Team transparency published + token locked
  • Accepted + onboarded to NVIDIA Inception
  • SIMD CLI v1 released + internal UI for development
  • Tokenomics released