Web3 Workbench

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Stable Reconcile

Stablecoin invoice reconciliation

Review invoices against your recorded stablecoin transfers. Keep partial payments, wrong assets and pending transactions visible.

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Agent Evidence

Agent evaluation evidence

Review task-specific agent evaluations with sample deduplication, version boundaries and uncertainty intervals.

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Route Lab

LLM fallback cost calculator

Compare bounded supplier sequences using quality assumptions, worst-case cost and latency constraints.

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Protocol Ledger

x402 and ERC-8004 protocol reference

Retrieve dated payment, identity and token-interface profiles with official links and explicit interpretation limits.

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Data Permit

AI data license checklist

Check intended AI use against recorded grants, expiry and regions, then model a revenue split without moving funds.

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Compute Lens

GPU cost per accepted output

Bring measured workloads and account for setup, egress, storage and failed outputs before choosing compute.

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Incentive Lab

AI contributor reward calculator

Model capped rewards for accepted work and see whether customer revenue covers operating costs before token support.

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Proof Plan

zkML cost calculator

Plan a zkML handoff with measured proving time, verification cost and a pinned model/input/key manifest.

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Call Lens

ERC-20 approval decoder

Decode three common token-call shapes offline and compare the recipient, spender and amount with your own expectations.

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RWA Notes

RWA disclosure comparison

Compare tokenized-asset disclosures while keeping units, dates, missing fields and original sources attached.

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