Architecture
Workflow orchestration for freight operations
Workflow orchestration for freight explains practical architecture, governance, observability, and implementation trade-offs for reliable production systems.
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Technical Advisory & Systems Research
Engineering Perspectives
Deep dives into Agentic Workflows, distributed systems, and the architectural rigor required to move AI from experimentation to enterprise-grade production.
Technical Advisory
Workspace Skills for Non-Technical Environments: Production-Grade Agent Orchestration
Non-technical teams can harness automation responsibly when workspace skills are designed as production-grade components with guardrails, observability, and clear ownership.
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Applied AI
Wrapping Agentic Workflows Around Legacy ERPs: Practical Modernization
Wrapping Agentic Workflows Around Legacy ERPs delivers a practical blueprint for extending ERP investments with an auditable, AI-assisted decision layer.
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Applied AI
Writing audience-specific release notes with AI agents: production-ready workflows
Release notes are ongoing contracts with users, operators, and executives. In complex environments, a single document rarely captures the nuances needed by engineering, legal, customer success, and executive stakeholders.
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Applied AI
Writing Authentication Rules into Skill Files: A Production-Grade AI Dev Workflow
Authentication rules are not merely access control; they are reusable, composable guardrails that travel with AI assets across environments.
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Applied AI
Zero-Based AI Budgeting for Big Firms: Restructuring IT Spend
Zero-based AI budgeting reframes IT expenditure as a portfolio of capabilities, enabling large professional services firms to modernize with auditable governance and predictable outcomes.
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Applied AI
Zero-Repeat Data Handoff for Agentic Omnichannel Continuity
Agentic Omnichannel Continuity with Zero-Repeat Data Handoff provides deterministic, auditable context across chat, voice, email, and in-person touchpoints.
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Technical Advisory
Zero-Shot vs. Few-Shot Tool Use in Production AI: Maximizing Prompt Efficiency for APIs
Zero-shot and few-shot tool use sit at opposite ends of a practical spectrum for API-enabled AI systems. Zero-shot relies on generic prompts and external tool orchestration to achieve task goals without task-specific exemplars.
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Technical Advisory
Zero-Touch Demand Planning: Agents Reconcile Social Signals with ERP Data
Zero-Touch Demand Planning is achievable when autonomous agents continuously ingest unstructured signals from social channels and external feeds, then apply governance and ERP-aware constraints to produce auditable forecasts with minimal human intervention.
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