Proprietary data
Time-indexed evidence states
Preserve event time, publication time, accepted knowledge, and frozen state without hindsight backfill.
Structural Openings → Evidence → Decision Memory → Outcomes
The world changes before consensus does. We record the gap.
StructureEvidence identifies structural openings in industrial and technical systems, then verifies what the evidence actually establishes before a decision is made.
Structural Opening
Find where an old advantage is weakening before the market fully reprices it.
A structural opening appears when a constraint, dependency, cost curve, regulation, or incumbent advantage begins to weaken. StructureEvidence does not call the opening a winner; it verifies whether the transition is real, bounded, and decision-relevant.
OLD DEPENDENCY→CONSTRAINT CHANGES→ALTERNATIVE PATH→EVIDENCE THRESHOLD→DECISION
Decision Memory
Know what was known when the decision was made.
The sources may be public. The valuable layer is the normalized, time-indexed history of what was supported, contradicted, not established, unknown, verified, reopened, and later observed in the real world.
Embedded workflow
Research only the material gap
Unknowns carry minimum resolving evidence, research level, stop conditions, and reopen triggers.
Delivered outcome
Link decisions to what happened next
Actions and real-world outcomes append to the original state instead of rewriting history.
Live proof
Two cases show the difference between market narrative and field evidence.
Public cases expose exactly where the evidence threshold has—and has not—been crossed.
800V DC / SST
One named commercial deployment exists. Operating history, replication, and industry adoption remain unresolved.
Inspect case →Sodium-ion BESS
Product launch and a 60 GWh agreement are supported. Named commissioned customer deployment remains unestablished at the current cutoff.
Inspect case →State changes are visible
New evidence changes the state only when it crosses the predefined threshold.
Read method →Where it fits
Built for decisions with real switching cost.
Engineering, procurement, technical due diligence, corporate strategy, industrial investing, and supply-chain risk are the first commercial surfaces.
Observe
See what is established.
Inspect a public evidence state and its unresolved boundary.
Open cases →Verify
Test one critical claim.
Define the minimum evidence needed to change a decision.
Verify a claim →Investigate
Resolve one material unknown.
Authorize bounded research only when it can change the decision.
Define context →Act
Build decision memory.
Preserve the evidence, action, and outcome trail for future reuse.
Build a Decision Pack →