Saturation research · 21 domains · primary sources · 2026
Every trust problem in every industry is the same problem.
We went deep across 21 domains — finance, law, healthcare, supply-chain, elections, and more — reading the actual standards and frontier papers. They all hit one identical wall, and there is one way past it.
Cryptographic attestation proves who claimed something. It never proves the thing actually happened in the world. The only thing past that wall is independent re-observation of ground truth — which is exactly, and only, what Tovemé does.
1.0 · The convergence
The whole field is moving toward our architecture.
Read from the sources, the same five shifts recur in every domain — and each one is a Tovemé primitive.
"SOC 2 point-in-time audits are dead" → continuous controls monitoring. = continuous re-observation.
The Verification Crisis (21 experts): detection is "no silver bullet" → provenance as infrastructure. = record at the moment.
Confidential computing's "composite attester" needs multiple independent verifiers; SLSA self-attestation is "fabricable." = the independent observer.
AP2 (Google→FIDO, Mastercard/PayPal) proves authorization but "no mechanism proving the payment actually executed." = proof-of-execution.
EU AI Act (Aug 2026), Microsoft's Agent Governance Toolkit, Ping's Runtime Identity. = the runtime proof-layer.
2.0 · Already proven
Two industries have already built our exact mechanism.
Where the stakes were highest, they didn't trust the machine — they re-observed ground truth. Tovemé is the generalization of these two to everything.
Risk-Limiting Audits
Don't trust the machine tally — independently re-observe a sample of physical ballots until omitting any becomes statistically impossible. "Verification through independent observation of ground truth, not trust in machines."
Digital MRV
Manual self-reporting collapsed the market in 2023–24 (fraud, double-counting). The fix: satellites and IoT re-observe the actual forest against the claim. Re-observed ground truth, made standard.
3.0 · The 21 domains
The same gap, and the same Tovemé answer, everywhere.
For each: the unsolved trust gap the field admits — and the re-observation feature only Tovemé's proof-engine makes possible.
4.0 · What to build
One feature, built once and skinned 21 times.
The Ground-Truth Re-Observer: for any claim, credential, or attestation — in any domain — independently re-observe the actual world-state it asserts, and prove, tamper-evident, whether it's true. Plus the confirmed killer: a Proof-of-Execution layer on top of AP2.