AI Agents · Autonomous Finance

Trust Infrastructure for AI Agents & Autonomous Finance

TasteScore is InSoBlok's plug-in trust decision layer for smart wallets, protocols and AI agent payments. Before value moves, it brings wallet intelligence, counterparty relationships and transaction simulation into one explainable recommendation — ALLOW, REVIEW or BLOCK.

ALLOW / REVIEW / BLOCKOne decision, before every transaction
0 – 1000TasteScore trust range
Real-timeScreened before value moves

“Make sure AI agents don't send money to the wrong place.”

Where InSoBlok fits

Where AI infrastructure gives agents the compute they need, InSoBlok owns the adjacent, more defensible lane: making sure those agents don't transact with the wrong counterparty.

AI infrastructureInSoBlok trust layer
AI infrastructureTrust infrastructure
AI modelsWallet intelligence models (TasteScore V2)
GPU / computeBlockchain data & analytics infrastructure
AI agentsAI agents + autonomous wallets
Model / API marketplaceTrust API marketplace
AI paymentsTrust-aware transaction execution
Determines which AI resource to useDetermines whether a wallet/counterparty should be trusted

Green across the autonomous-finance stack

Autonomous finance is more than compute. Every layer an AI agent touches — inference, identity, payments, and agent-to-agent settlement — runs through a live trust check on InSoBlok. It adopts the emerging agent standards (ERC-8004 identity, x402 payments) and wires trust into each one.

Autonomous finance componentInSoBlok
AI inferenceSupported: Verifiable inferenceTasteScore V2 model outputs, on-chain anchored and stake-slashable
AI agentsSupported: NativeTasteAgent plus an embeddable Trust Decision Engine any agent can call
Agent identitySupported: ERC-8004 compatibleOn-chain agent identity backed by the TasteScore reputation registry (AgentReputationRegistry: getReputation / getValidation / isAllowed)
Agent paymentsSupported: Trust-gated x402Every agent payment is trust-verified before it clears (x402 verify/settle: ALLOW→200, REVIEW/BLOCK→402)
Agent-to-agent economySupported: SecuredAgent-to-agent settlement with a slashable on-chain reputation bond

One decision, before every transaction

An AI agent wants to send 200 ETH (~$500K). Before executing, it asks TasteScore: EXECUTE, REVIEW or REJECT?

1 · Agent
Initiates a 200 ETH transaction
→
2 · TasteScore Trust
Trust Decision Engine
→
3 · TasteScore
Wallet Intelligence + Risk Signals
→
4 · Decision
ALLOW / REVIEW / BLOCK
→
5 · Transaction
Executes or halts.
{ "wallet": "0xABC1234...", "tastescore": 870, "risk": "Low", "funding_source": "93% reputable", "sybil_probability": "2%", "sanction_exposure": "0% detected", "mixer_exposure": "0%", "behavioral_anomaly": "None", "recommended_action": "ALLOW" }

Built on infrastructure we already run

This is not a rebuild. It's an aggregation layer on top of four production systems, plus the on-chain oracle pattern already deployed for TasteScore.

Callers
TasteAgent
InSoBlok's autonomous trading agents
Third-party AI agents
External agent frameworks via SDK
CEX / partner backends
Enterprise integrations
↓
New — Trust Decision Layer
New
Trust API Gateway
Auth, metering, rate-limits, $INSO billing
New
Signal Aggregator + Decision Rules
Combines signals into one ALLOW/REVIEW/BLOCK call
New
Continuous Monitor
Re-scores active counterparties, flags score drift
↓
Existing signal sources — reused as-is
Reused
TasteScore V2
Wallet TasteScores, tiers & sybil bands
Reused
Sanctions / mixer detection
OFAC ingestion, CleanTxRatio, risk flags
Reused
Protocol safety scoring
TVL, longevity, audits, incident history
Reused
Behavior / sybil engine
Wallet maturity, clean-activity, tier
↓
On-chain anchoring — extends existing contracts
Reused
TasteScoreOracle / AIScoreOracle
Already-deployed reporter → oracle → consumer pattern
New
TrustDecisionOracle
Anchors high-value / disputed decisions on-chain
New
AgentRegistry
On-chain agent identity, mirrors DIDRegistry pattern

The killer feature: middleware, not a dashboard

TasteScore Trust sits between the agent and the blockchain. Every transaction is gated by a governance-configurable threshold before it ever executes.

TasteScore > 800
ALLOW
Execute automatically
TasteScore 500–800
REVIEW
Require human / secondary-agent approval
TasteScore < 500
BLOCK
Halt, log, and notify

Why this matters

For the category
  • A specific, ownable category — trust infrastructure for autonomous finance
  • Backed by shipping code and production trust intelligence, not a whitepaper promise
  • Fits the emerging “agentic economy” every serious builder is racing toward
For $INSO token utility
  • Every agent decision is a metered, paid $INSO transaction — usage-driven, not just governance
  • New staking surface: trust providers and stake-for-discount agents lock supply
  • No new token, no supply change — maps onto the existing 10B fixed-supply model
For engineering cost & speed
  • Reuses four production systems as-is — no rebuild of TasteScore, sanctions, or protocol scoring
  • Reuses the existing on-chain oracle/consumer pattern already live for TasteScore
  • Ships on top of live systems — not a multi-year rebuild
For enterprises & CEXs
  • Reputation-gated agent trading — cleaner order flow, compliance-friendly signal
  • Continuous monitoring catches counterparties that turn risky mid-relationship
  • A licensed, sybil-filtered “smart money” feed CEXs can pay for directly

Roadmap

The early phases deliver live, metered token utility. Later phases deepen the moat and open new revenue surfaces.

1
Agent Trust API
Aggregates TasteScore, sanctions, protocol & behaviour signals into a single trust call
Foundation
2
Transaction Risk API + Gateway
Per-transaction scoring and a default risk gate for autonomous agents
Core
3
Metering, staking & agent registry — token-utility milestone
Pay-per-decision $INSO settlement and on-chain agent identity
Utility
4
Continuous monitoring + SDK
Score-drift alerts, on-chain anchoring, and a public trust SDK
Expansion
5
Marketplace + enterprise
Risk-data marketplace and enterprise / exchange subscriptions
Scale

InSoBlok is building the trust layer for autonomous finance — the safety check between an agent's intent and an on-chain transaction.

AI Agent → Discover → Analyze → Trust → Execute → Monitor.
InSoBlok owns Trust.

Trust Infrastructure for AI Agents & Autonomous Finance