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Agent Showcase

What an agent pipeline actually looks like

Four representative pipelines โ€” one per industry. Every ndot agent follows the same shape: bounded intake, grounded reasoning, a human review gate calibrated to risk, and a complete audit trail.

invoice_processing.yaml โ€” Accountinglive
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Intake AgentReads invoice PDF/email, extracts line items
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Match AgentMatches against PO and vendor records in ledger
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Review GateRoutes to approver above $2,000 or on mismatch
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Posting AgentCodes and posts to the ledger, logs the decision
runtime: 2.1s avgaudit log: complete
claims_triage.yaml โ€” Insurancelive
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Intake AgentStructures FNOL from web form, email or call transcript
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Risk Scoring AgentScores severity and fraud indicators against policy history
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Review GateEscalates high-severity or high-risk claims to an adjuster
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Routing AgentAssigns queue, notifies claimant, logs full trail
runtime: 3.4s avgaudit log: complete
contract_review.yaml โ€” Legallive
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Intake AgentParses uploaded contract into clause-level structure
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Playbook AgentCompares each clause against your firm's approved playbook
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Review GateEvery proposed redline requires fee-earner sign-off
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Draft AgentProduces redlined draft with rationale per change
runtime: 6.8s avgaudit log: complete
fraud_detection.yaml โ€” Financelive
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Stream AgentWatches transaction feed in real time
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Anomaly AgentFlags deviations from account behaviour baseline
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Review GateHolds and escalates transactions above risk threshold
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Action AgentClears, holds or escalates, with full decision log
runtime: 0.9s avgaudit log: complete
Architecture principles

Every agent we ship follows the same four rules

The pipelines above look different, but the underlying discipline is identical โ€” it's what makes these systems trustworthy enough to run in a regulated environment.

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Bounded Orchestration

Each agent has a narrow, defined job. Multi-step work is coordinated explicitly, not left to an open-ended model to improvise.

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Grounded Reasoning

Agents retrieve from your actual documents and systems via RAG โ€” answers are traceable to a source, not generated from memory.

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Calibrated Human Review

Approval thresholds are set by risk and value, not blanket rules โ€” low-risk items flow through, high-stakes ones stop for a person.

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Full Audit Trail

Every input, decision and action is logged and exportable โ€” what compliance and audit teams need to sign off on production use.

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