Ideas for operating with AI, automation, and agents

Agent card, textless draft, stop signal, human approval-or-rejection panel, and sealed envelope connected in sequence.

AI agents

The first commercial agent should assist the seller, not replace them

A five-level autonomy model for capturing value in B2B sales without prematurely delegating consent, brand identity, offers, or commitments.

7 min read
Read full article
Seven tokens aligned in front of a process screen: six green tokens with check marks and one blue token with an arrow.

AI agents

An approved demo clears only one of seven production gates

7 min read
Four physical blue, green, yellow, and red cards beneath a screen with four horizontal lanes in the same colors.

AI agents

An agent does not have one failure mode: it has four

7 min read
Four ascending levels show, on every card, icons for data access, protected control, and a person.

AI agents

No Catalog Agent Is “Ready” Without Data, Control, and Ownership Maturity

6 min read

Featured topics

Clear filter

Articles about AI agents

Four people review three physical boards with blue, green, and purple cards beneath a screen with indicators and charts.
90-day program7 min read

Ninety Days to Test an Agent, Not to Promise Autonomy

A 30/30/30 program that prioritizes cases, observes real closures, and requires operating evidence before autonomous production action.

Read article
Four connected cards show a protected document, system connection, damaged package with warning, and human review above an approval gate.
AI agents7 min read

Industry readiness for agents depends on rights, interfaces, consequences, and review

A four-dimension rubric distinguishes where to explore, assist, act within bounds, or stop an agent use case.

Read article
Three triangular paths with branching, gear, and code icons converge on a central human decision.
Solution architecture7 min read

Agent, automation, or software: decide by uncertainty, repetition, and differentiation

A decision triangle separates ambiguous work, repeatable rules, and strategic capabilities so teams do not buy AI where it does not belong.

Read article
Operator facing a screen with two parallel horizontal paths, a blue branch, and a vertical stage highlighted in yellow.
Canary releases6 min read

An agent canary must limit consequences, not only traffic

Segment canaries by risk, reversibility, and action authority, with comparable cohorts and business rollback gates.

Read article
Blue workflow system and warehouse with boxes, separated by a bidirectional gateway showing fingerprints, validation, and package exchange.
Enterprise integration7 min read

An Agent Should Not Write Directly to the ERP or WMS

Between an agent decision and the system of record belongs a contract with idempotency, domain translation, verifiable state, and explicit compensation.

Read article
Two file queues, one amber and one green, separated by an illuminated gate, with a person reviewing them in the background.
Operational continuity6 min read

Agent Continuity Starts with Degraded Modes and Queue Freshness

A backup does not decide which cases may wait, which move to people, or how uncertain actions are reconciled. This matrix turns continuity into operations.

Read article
Desktop screen with several operational panels and bar charts; fabric, stone, and wood samples are arranged on the table.
AI agents6 min read

One Operating Pattern for Agents Across Different Industries

Domain language changes, but the contract for deploying, operating, and retiring a governed agent can be reused. This playbook shows what to keep and what to adapt.

Read article
Front-facing display with four capability cards distinguished by search, list, monitoring, and approval icons.
AI agents6 min read

Catalog agents by capability: match, classify, monitor, and approve

Reusable operating capabilities make controls and evidence comparable across procurement, finance, and logistics without inventing an agent for every industry.

Read article
Person selecting one of six option cards on a laptop with green and red indicators.
AI agents6 min read

Where to invest in AI agents: start with the verifiable bottleneck

The first investment should address the constraint limiting an operating outcome, not the department with the most ambitious AI presentation.

Read article
Three separate green, yellow, and red trays holding documents marked as approved, pending, and alert beneath a status dashboard.
Accounts payable7 min read

Accounts Payable: One Agent Must Never Propose, Approve, and Post the Same Transaction

A governed accounts-payable agent design with segregated functions, protected bank changes, enforceable states, and metrics that do not reward risk.

Read article
Documents with check marks and a validation sequence beside a monitor showing three status cards.
Process automation6 min read

In purchase orders, AI belongs in the exception

A deterministic-first design that validates references, quantities, prices, and receipts while reserving AI for ambiguous classification and evidence work.

Read article
Industrial workstation with a safety helmet and a front-facing monitor showing status lists, activity bars, and donut charts.
AI agents7 min read

An industry agent is not a prompt with industry vocabulary

A practical way to assess AI agents through data contracts, decision boundaries, reversibility, and exception ownership before production.

Read article
Top-down view of a monitor with bar and distribution charts above two aligned printed tables and a green validation token.
Financial reconciliation7 min read

Governed reconciliation: matching tiers, reason codes, and evidence

Reliable reconciliation combines tiered rules, an explainable queue, and an evidence pack rather than delegating everything to one opaque decision.

Read article
Laptop showing a staged workflow that ends in a green check mark, beside a paper checklist.
AI agents6 min read

From pilot to operations: the readiness test an AI agent must pass

An agent is production-ready only when decision rights, failure ownership, and intervention paths are explicit.

Read article
Quantum newsletter

Get practical ideas for AI operations

A concise update with lessons on automation, AI agents, and process improvement for teams scaling with control.

Ready to talk with Quantum?

Schedule a conversation with our team and review which processes should be automated first.

Schedule a call