Topics

Agent governance

Approval gates, access control, auditability, testing, and ownership for production AI agents.

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360° AI Blueprint

The 360° AI Blueprint is an AI opportunity assessment: it ranks AI and automation candidates by ROI, cost, and time-to-value, sequenced into a roadmap.Read more
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AI Agent Implementation

How we design, build, and hand over production AI agent systems for complex operations: scope, acceptance gates, architecture, and ownership.Read more
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AI Operations and Enablement

AI system handover: documentation, runbooks, operator training, monitoring, and clear support boundaries, so your team runs the system without us.Read more
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Loan Underwriting Document Workflow

A loan document processing workflow for underwriting teams: extraction with evidence, completeness and consistency checks, and underwriter decisions.Read more
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Document Review with Human Approval

AI document review with human approval: clauses extracted with evidence, compared to your playbook, abstention when unsure, and reviewer sign-off.Read more
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Customer Support Escalation

AI support escalation to human agents: triage rules, answers grounded in your knowledge base, guardrails on actions, and handoffs with full context.Read more
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Spreadsheets to Approval Workflows: From a Request Sheet to an Approval and Audit Record

A spreadsheet approval workflow, step by step: a synthetic request sheet, stated thresholds, the rows that pass, wait or fail, and the audit record kept.Read more
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Custom AI Agents vs Off-the-Shelf Software: A Buyer's Decision Table

A neutral decision table and cost-crossover worksheet for custom AI agents vs off-the-shelf software, including when off-the-shelf is the better choice.Read more
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AI Agent Acceptance Test Plan

A downloadable test-case worksheet covering happy-path, edge-case, failure, and adversarial scenarios an AI agent should be tested against before going live.Read more
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AI Agent Permission Matrix

A downloadable matrix documenting exactly which tools, actions, and roles an AI agent may use, what needs approval, and what rate or volume limits apply.Read more
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AI System Handover Checklist

A downloadable checklist covering the runbook, training, recovery, and access items an operator needs before taking over a live AI system.Read more
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AI Readiness Assessment

A 12-question self-assessment across data, sponsorship, and compliance that scores your organization's AI readiness and points to the weakest prerequisite.Read more
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340B Program Documentation: Where AI Agents Reduce Audit Risk (Not Replace Compliance Officers)

How AI agents can assemble 340B program documentation, from split-billing records to contract pharmacy files, while your compliance officer keeps each decision.Read more
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Exceptions and Manual Overrides in Academic Scheduling

Academic scheduling exceptions and manual overrides: a governance matrix of who requests, who approves, what gets logged, and a late-change procedure.Read more
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AI Agent Approval Gates for Finance: A Role and Action Matrix

AI agent approval gates for finance: which actions an agent may do, suggest, or never touch, who approves each one, and what evidence to keep.Read more
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How to Monitor AI Agents in Production When You Don't Have an ML Team

How to monitor AI agents in production without an ML team: a weekly review with nine signals, owners, cadences, and thresholds, plus a dashboard spec.Read more
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Security Review Questions for an AI Implementation Partner (Not Another Vendor Questionnaire)

Security review questions for an AI implementation partner: a procurement checklist on data, credentials, prompt injection, logging, and red-flag answers.Read more
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Build vs. Buy AI E-Commerce Back Office Automation: Point Tools vs. an AI Implementation Partner

Build vs buy AI e-commerce back office automation: a six-factor decision table comparing packaged tools with an AI-agent layer, plus how to scope one workflow.Read more
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Build vs. Buy AI for the Energy and Utilities Back Office: AI Agents vs. Entrenched Land, JIB and Billing Software

Build vs buy AI for the energy and utilities back office: a five-factor decision table comparing land, JIB and billing software with an AI-agent layer.Read more
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Before You Launch an AI Agent: A Failure-Mode Test Plan and Go/No-Go Checklist

A failure-mode test plan for before you launch an AI agent: a failure test catalogue, how many runs per test case, and the criteria that decide go or no-go.Read more
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Missing Data in Document Automation: When to Abstain, Ask, or Escalate

A decision table for missing data in document automation: abstain, infer with a rule, request the document, escalate, or reject — and what reviewers see.Read more
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How to Measure Human Review Workload in AI Automation

Measure human review workload in AI automation with a reviewer capacity model: volume, flag rate, handle time, rework rate, sampling, and productive hours.Read more
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Human Review in Student Collections Automation: Where to Draw the Line

An escalation boundary matrix for student collections automation: what a system may do alone, what needs human review, and the record each decision leaves.Read more
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Least-Privilege Tool Access for AI Agents: A Read / Draft / Write / Send Permission Map

How to design least-privilege tool access for AI agents: scoped identities, read/write separation, approval gates, logging, and a worked example.Read more