Tokenization infrastructure · AI agent data layer

Tokenization stalls
when AI agents can't
trust what the chain says.

The $2 trillion tokenization wave depends on AI agents that read blockchain data and act on it autonomously executing settlements, monitoring positions, triggering compliance. But the data those agents receive is raw, ambiguous, and unreliable by default. One misread. One cancelled transaction acted on. One inflated bill with no warning. The market is ready. The infrastructure has a gap. LedgerGrade closes it.

Request early access See the cost of the gap
No code change required  ·  Active in 5 minutes  ·  Works with your existing stack
What blockchain data costs you today, without LedgerGrade Verified figures
Up to 80×
The major blockchain data providers (Alchemy, QuickNode) charge up to 80 times the base price for certain data requests with no advance warning, no spending cap, and no alert when the bill spikes. You discover it at month end.
Your monthly bill before LedgerGrade$28,000
Your monthly bill with LedgerGrade$1,400
Advance warning from providerNone
Risk of acting on cancelled dataReal and irreversible
Based on published provider pricing · DeFi protocol profile
Dwellir analysis Alchemy docs
Typical saving for a DeFi protocol $28K → $1.4K / mo
$2 trilliontokenized assets by 2030 · McKinsey
40–80×hidden cost multiplier on trace calls · Dwellir 2025
7.5×event monitoring vs basic data read · Alchemy Docs
1–7 daystransfer agent processing time · Chainlink 2025
Documented costs

Three costs your blockchain
provider never discloses

Return on investment

What LedgerGrade puts back on your P&L
by profile

Estimates based on published provider pricing and real workload patterns. Sources linked per row.

Profile 01 DeFi Protocol

10,000 daily users · automated event monitoring · liquidation bots

Monthly data infrastructure cost (before)~$28,000/mo
Monthly data infrastructure cost (with LedgerGrade)~$1,400/mo
Monthly delta+$26,600
Agent mis-execution riskEliminated
Projected annual saving
$319K
Based on 75 CU/call at Alchemy vs standard rate via local processing
Alchemy CU pricing
Profile 02 HFT / Quant Agent

High-frequency trading bot · deep transaction analysis · Arbitrum network

Monthly provider cost (hidden multiplier)~$40–80K/mo
Monthly data infrastructure cost (with LedgerGrade)Standard rate
Effective savingUp to 97%
Reorg-triggered bad tradesDetected in real time
Potential annual saving
$500K–$1M
Based on 40–80× verified QuickNode Arbitrum trace multiplier
Dwellir Arbitrum provider analysis Chainstack comparison
Profile 03 RWA Tokenization Platform

AI agents triggering asset settlements · compliance reporting · audit trail

Monthly audit trace data cost (before)~$8–15K/mo
Monthly audit trace data cost (with LedgerGrade)<$1K/mo
Monthly delta+$7–14K
Settlement on reverted blockImpossible
Projected annual saving
$84–168K
Plus ISO timestamps + finality signal on every settlement audit-ready by default
Alchemy debug_trace pricing history
Real incidents · public record

These are not hypotheticals.
Court filings and chain data confirm them.

📊
Your infrastructure bill is predictable and 40–95% lower
Cost control
LedgerGrade intercepts every call before it reaches your provider. Expensive trace and debug calls are reconstructed locally you always pay the base rate, never the 40–80× multiplier that QuickNode and Alchemy apply silently. Your monthly bill becomes a number you can forecast and defend.
Without this: the 40–80× effective multiplier on QuickNode Arbitrum trace calls turns a $500 budget into a $40,000 invoice with no prior notice.
📋
Every action your agent takes is traceable and audit-ready
Operational trust
Every response includes a timestamped, typed, and validated record of the on-chain state your agent acted on including settlement time, gas cost in USD, and finality status. When something goes wrong, you can answer exactly: what did my agent see, when, and was it safe to act on?
Required for: MiCA compliance, SOC 2 audit trails, investor reporting on RWA platforms, and any regulated on-chain settlement workflow.
Setup
You get all three guarantees by changing one URL. Nothing else changes.
No new SDK. No code refactor. No downtime. Works with every agent framework you already use. If your system calls an Ethereum RPC endpoint today, it works with LedgerGrade tomorrow.
Who uses LedgerGrade

If your agent reads the chain
and acts on what it reads this is for you

🏗️
You're building an AI agent that executes financial operations on-chain
Your agent reads blockchain state to decide when to trade, rebalance a portfolio, or trigger a payment. The problem: blockchain responses are unstructured machine data. Your agent guesses at their meaning and when it guesses wrong, the transaction is irreversible.
ElizaOS · Olas · Fetch.ai · Griffain · Hey Anon
📈
You run automated trading systems or liquidity strategies on blockchain
Your system makes thousands of data requests per hour to monitor prices, detect opportunities, and execute. A single hidden cost multiplier from your data provider can turn a $500 monthly bill into $40,000 with no warning. And acting on a transaction that was just cancelled means an unrecoverable loss.
DeFi protocols · MEV bots · Aave · Uniswap · Flashbots
🏦
You tokenize real-world assets real estate, private credit, funds
Your AI agent monitors the blockchain to trigger settlements, distributions, and compliance reports. If it acts on a transaction that the network just cancelled, your settlement is wrong and there is no undo. You also need a timestamped, auditable record of every decision for regulators.
Ondo Finance · Centrifuge · Plume · Securitize
🔍
You monitor smart contracts for risk, fraud, or compliance in real time
Your team uses AI to watch live on-chain activity and flag anomalies before they become losses. When the raw data your AI receives is ambiguous, it generates false alarms and misses real ones. Clean, structured data means faster and more accurate detection.
on-chain data providers · OpenZeppelin Defender · Hexens · Trail of Bits
Not sure if this applies to you?
Simple test: does your system make any call to an Ethereum RPC endpoint and act on the result? If yes LedgerGrade applies.
Talk to us
Pricing

Flat rates. No multipliers.
Every plan pays for itself.

Hacker
$0
Forever free
Saves more than its cost on the first overpriced data request you avoid.
  • 500K structured calls / month
  • Full hex → JSON transform
  • Reorg detection included
  • Ethereum mainnet
  • Community support
Join whitelist
Recommended
Builder
$49
/ month · cancel anytime
Pays for itself after avoiding a single deep transaction analysis call at provider rates.
  • 10M structured calls / month
  • Priority cost classifier
  • Finality metadata on all calls
  • Arbitrum · Polygon · Base
  • Email support · 24h SLA
  • Versioned Pydantic v2 schemas
Join whitelist 3 months free
Team
$199
/ month
Typically recovers 50–100× its cost on the first billing cycle for trace-heavy workloads.
  • Unlimited structured calls
  • Custom chain deployment
  • Dedicated WebSocket feed
  • Slack support · 4h SLA
  • Usage dashboard
  • 99.9% uptime guarantee
Join whitelist
Early access · limited positions

Your agent. Your money back.

First 100 builders get 3 months of Builder plan at no cost. Median saving on first billing cycle after adoption:

$26,600
median monthly saving · DeFi protocol profile · based on Alchemy CU pricing
You're on the list. We'll reach out within 48 hours with your API key and onboarding link.

No credit card. No spam. No third-party sharing.

3 months Builder · free
Priority onboarding
Permanent early pricing
Direct founder access
47 of 100 positions remaining