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NodeCraft
SERVICE ARCHITECTURE // 01 • AGENTIC SYSTEMS

Custom AI Workflows Engineered for Unattended Operations.

Move past basic chatbots and unstructured prompts. We design resilient, deterministic AI pipelines that digest complex business documents, make context-aware decisions, and execute multi-tool actions autonomously.

The 4-Layer Agentic Blueprint

Deterministic AI execution with human guardrails.

01

Multi-Modal Ingestion

Normalized ingestion from customer emails, PDF invoices, webhook payloads, and audio transcriptions.

Extract & Sanitize
02

Contextual Reasoning

Claude / GPT models verify institutional knowledge against your private vector database before deciding next actions.

RAG Knowledge Search
03

Policy Guardrails

Deterministic checks, threshold limits, and conditional human approvals ensure high-stakes decisions remain safe.

Zero Hallucinations
04

Tool Execution

Direct database queries, CRM updates, custom PDF generation, and external API calls completed in under 2 seconds.

Autonomous Dispatch
Real-World Implementation

What does an AI Workflow actually look like in production?

verified

Automated Customer Onboarding Audits

When a new client uploads tax or financial forms, our pipeline verifies every line item against government criteria, flags missing signatures, and emails the client with exact next steps within 2 minutes.

verified

Intelligent Support Deflection

AI agent investigates your database, checks the customer's active subscription or order status, and answers nuanced technical tickets accurately without human intervention.

verified

Sales Briefing & Prospect Dossiers

Prior to any scheduled consultation, a background pipeline scrapes company filings, summarizes recent news, and delivers a 1-page executive brief directly into the account executive's Slack channel.

Engineering Metrics
Average Processing Latency1.2s
Hallucination Mitigation Rate99.8%
Manual Hours Reclaimed Weekly35+ hrs