The Agentic 100 · Benchmark v1

The 100 workflows
worth operationalizing.

A public benchmark for agentic work that moves revenue, margin, customers, and execution. Each pattern is selected against one operating contract: value with evidence, bounded by reliability, adoption, and human control.

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///Workflow first|Human reviewed|You own the build

Saint Jerome at work in a study surrounded by books and architecture — Antonello da MessinaSaint Jerome in His Study, c. 1475

100

Benchmark workflow patterns

The public benchmark for agentic work.

Business workflows lead the benchmark: revenue, finance, operations, customer success, people, product, data, risk, and executive decisions. Personal patterns remain available as entry points, but operating leverage is the center of gravity.

74 of 100 workflows

From pattern to production

A useful pattern is only the beginning.

Discover

We map where your hours actually go, rank the bottlenecks worth fixing, and define the success metric before anything ships.

Deploy

The workflow goes live inside the tools you already use, with your context, rules, and human checkpoints.

III

Operate & Compound

We measure what it returns. Weak workflows get cut; strong ones expand.

WORKFLOW_RECORD

source ______

score _______

version _____

feedback ____

Optimized for value. Discounted by evidence.

The benchmark reward is weighted operating value × evidence confidence − unmitigated risk. Publication quality remains a separate gate, so polished writing cannot outrank a workflow that is safer, more repeatable, and more valuable in production.

Business value30%
Frequency15%
Agency fit15%
Reliability15%
Time to value10%
Adoption likelihood10%
Portfolio novelty5%

Read the benchmark methodology →

Find the first workflow worth building.

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The 100 workflows worth operationalizing.

The public benchmark for agentic work.

Qualify every inbound lead before the first call

Turn discovery notes into a proposal first draft

Find the deals that are quietly slipping

Walk into every account meeting already informed

Maintain a thirteen-week cash forecast

Work overdue invoices from one priority queue

Explain month-end variance without the spreadsheet hunt

Give every spend request a decision-ready brief

Turn expert screen recordings into owned SOPs

Onboard vendors without losing the controls

Run operations from exceptions, not dashboards

Generate the weekly operating brief from source systems

Find customer health changes before renewal

Build the QBR around customer outcomes

Turn a churn signal into a rescue plan

Turn customer conversations into a weekly product signal

Define the job before opening the requisition

Debrief interviews from evidence, not charisma

Give every new hire a real thirty-day operating plan

Build performance conversations from the work

Turn an important choice into a one-page decision memo

Explain KPI movement before the leadership meeting

Assemble the board pack from governed evidence

Maintain a cited competitive-change watch

Build campaign briefs from customer evidence

Turn one expert asset into a governed content system

Run a weekly website conversion review

Triage paid-media anomalies before budget drifts

Find high-value content decay before traffic disappears

Route event follow-up by evidence, not badge scans

Audit public claims before they create risk

Create partner co-marketing briefs that teams can approve

Convert creative tests into reusable learning

Turn market noise into a weekly signal digest

Map feature requests to evidence and commercial weight

Prepare product discovery from what is already known

Create a release-readiness brief from delivery evidence

Build the first incident brief while responders work

Assemble postmortem evidence without rewriting history

Enrich bug reports before engineering triage

Maintain technical debt as a decision register

Surface sprint scope risk before work spills over

Detect documentation drift after product changes

Close every product experiment with a decision record

Run access reviews from exceptions, not spreadsheets

Reclaim unused SaaS licenses with owner context

Route data-quality failures to the right owner

Turn metric disputes into governed definitions

Map integration change impact before rollout

Draft helpdesk resolutions from approved runbooks

Prepare change-advisory reviews from delivery evidence

Turn restore tests into auditable evidence

Discover shadow AI use without criminalizing experimentation

Qualify analytics requests before they enter the backlog

Extract contract obligations into an owned register

Route privacy requests with complete identity and scope

Translate policy changes into owned operational work

Build an audit evidence index before fieldwork starts

Refresh the risk register from operating evidence

Draft security questionnaires from governed answers

Triage control failures by exposure and urgency

Maintain a cited regulatory change watch

Route conflict disclosures for consistent review

Qualify legal requests before counsel reviews them

Compare vendors against the decision that matters

Review renewals before leverage expires

Qualify purchase requests before procurement work begins

Build vendor reviews from service evidence

Synthesize RFP responses without losing exceptions

Watch critical suppliers for material risk changes

Offboard vendors without leaving access or data behind

Turn contract redlines into a commercial issue list

Validate procurement savings against real baselines

Answer “which tool should I use?” from the approved catalog

A useful pattern is only the beginning.

Discover

Deploy

Operate & Compound

The 100 workflows
worth operationalizing.