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Insights, guides, and playbooks for AI-ready operations, business process execution, and governed automation.

Latest Articles

Build an AI Skills Library (Capability Factory) for Operations
Automation & AI in Operations

Build an AI Skills Library (Capability Factory) for Operations

Create a reusable AI skills library — a Capability Factory — so AI and humans execute consistent, auditable work across systems.

By Brian SavelkoulsAug 5, 20266 min read
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Capture Institutional Knowledge into Executable SOPs
SOPs & Playbooks

Capture Institutional Knowledge into Executable SOPs

A six-step playbook to capture institutional (tribal) knowledge, convert recordings and transcripts into versioned SOPs, and deploy them with proof.

By Brian SavelkoulsJul 31, 20267 min read
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AI Operations Maturity Model: 5 Stages to Reliable Execution
Operations Management

AI Operations Maturity Model: 5 Stages to Reliable Execution

A practical five-stage AI operations maturity model to help operations leaders move from ad‑hoc prompts to governed, auditable AI execution.

By Brian SavelkoulsJul 29, 20267 min read
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Automate Accounts Payable with AI‑Driven SOPs
Automation & AI in Operations

Automate Accounts Payable with AI‑Driven SOPs

How to automate accounts payable using AI-ready SOPs, connected systems, and auditable runs so your finance team moves faster with full control.

By Brian SavelkoulsJul 27, 20266 min read
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What shipped this week at OKiDO:  2026-07-19 → 2026-07-25

What shipped this week at OKiDO: 2026-07-19 → 2026-07-25

Agents can now manage dependencies, milestones, projects, teams and recurring runs from chat — plus bulk imports, richer task models, and better milestone and mobile UX.

By Brian SavelkoulsJul 27, 20267 min read
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Pay Down Operational Debt: A Practical Ops Playbook
Operations Management

Pay Down Operational Debt: A Practical Ops Playbook

A practical playbook to identify, measure and eliminate operational debt so your team stops firefighting and starts improving outcomes.

By Brian SavelkoulsJul 24, 20267 min read
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Prevent AI Hallucinations: 6 Verification Patterns
Automation & AI in Operations

Prevent AI Hallucinations: 6 Verification Patterns

Practical verification patterns to detect, contain, and remediate AI hallucinations in operational workflows.

By Brian SavelkoulsJul 22, 20266 min read
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Cut Cycle Time for Cross‑Functional Workflows
Workflow & Execution

Cut Cycle Time for Cross‑Functional Workflows

Practical steps to reduce cycle time across teams using parallel runs, decision trees, and connected systems to eliminate handoffs and rework.

By Brian SavelkoulsJul 21, 20266 min read
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Role‑Based Access Control for Human + AI Operations
Automation & AI in Operations

Role‑Based Access Control for Human + AI Operations

A practical guide to designing role-based access control for SOPs, RUNs, and AI agents so your operations stay secure, auditable, and effective.

By Brian SavelkoulsJul 17, 20266 min read
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Operational Data Contracts: Stop AI Execution Breaking
Automation & AI in Operations

Operational Data Contracts: Stop AI Execution Breaking

Define and enforce operational data contracts so your AI and automations stop failing when systems change.

By Brian SavelkoulsJul 16, 20267 min read
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Dynamic Work Routing: Practical Workload Balancing for Ops Teams
Workflow & Execution

Dynamic Work Routing: Practical Workload Balancing for Ops Teams

How to implement dynamic work routing and workload balancing using SOPs, decision logic, and automation to reduce bottlenecks and improve SLAs.

By Brian SavelkoulsJul 15, 20266 min read
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Operational Data Retention: How Long to Keep Run Data
Operations Management

Operational Data Retention: How Long to Keep Run Data

A practical guide for operations teams on how long to retain run data, recordings, and audit trails while balancing compliance, cost, and utility.

By Brian SavelkoulsJul 14, 20267 min read
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