Asymmetry Computing is a deep-tech company building optimization infrastructure for institutional finance. Our product, PRISM, prices an entire book of personalized, tax-aware accounts before the open — deterministically, auditably, with no per-seat solver license. We are small, technical, and obsessed with one thing: the workflow incumbents structurally cannot serve.
Personalization has inverted the economics of asset management. Where the industry once built one portfolio and sold it a million times, it now builds millions of portfolios, each a little different, each demanding its own constrained, tax-aware optimization every night. That inversion created a workflow nobody's stack was designed for: pricing an entire book of personalized accounts, correctly and on time, before the market opens.
Exact solvers can't run at that scale — they time out long before the whole book is priced. Simpler methods scale but leave after-tax money on the table. The gap between those two failures is precisely where PRISM lives: near-exact, after-tax-optimal trades at fleet scale, with the determinism and audit trail that compliance requires and no license tax that punishes growth. We are not building a better solver. We are building the optimization core the whole industry is missing once account counts and universes grow.
The way we work is the reason sophisticated buyers trust us.
Every public number traces to a recorded run on real data. We publish results and benchmarks — the methods stay ours.
We show where we don't win — single-account exact optima, bull-market beta, quantum tax miracles. Naming our non-fit is how we earn the wins.
Deterministic, content-hashed, re-derivable outputs. In a market where trust is the scarce resource, auditability isn't a checkbox — it's the point.
March–April 2026. Comparators labeled generically; losing cases kept in. See the full evidence →
Asymmetry Computing is an early-stage, founder-led company. Being early is something we are transparent about, because it shapes how we sell: not on a wall of logos we don't yet have, but on a buyer-owned pilot that runs on your data, with a pass/fail metric you set before we start. The first reference earns the trust; we are asking to be the engine that proves it on your book.
If you run thousands of personalized, tax-aware accounts — or you build the infrastructure that does — and your current stack is hitting a wall on scale, determinism, or license cost, we should talk.
Bring your hardest workflow. We'll prove PRISM on your data, show you every number — including the losses — and let the outcome decide.
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