Products / AI simulation engine
Sapphire.
Whole simulated teams that run your hardest questions forward before you commit.
01 / What it is
Runs our own architecture decisions
Some questions cannot be answered by a spike or a proof of concept. How will this architecture hold up a decade from now? Which stack suits the team we actually have? Sapphire answers them by simulation: entire AI teams of engineers, users, and stakeholders play the scenario forward and report what happened.
Each run produces a decision report, not a vibe. The assumptions made, where the simulation diverged, what broke first, and what held. Run it again with a different stack, a different team shape, or a different time horizon, and compare.
02 / What's inside
- Team simulations
- Entire engineering teams simulated end to end: engineers, users, and stakeholders.
- Time-horizon runs
- Play a decision forward five or ten years and watch it age.
- Stack trials
- Candidate stacks trialled against your real team shape and constraints.
- Scenario branching
- Fork a simulation at any decision point and compare the futures.
- Decision reports
- Assumptions, divergences, and failure points, written down.
- Repeatable runs
- Same question, new inputs. Compare runs as your situation changes.
03 / Contact
Tell us what you need to ship. One conversation with the engineer who would do the work.