signal busAll systems operationalScrums.com x Vercel for AI engineering ↗
summaryMake AI Agents reason, select actions and trigger workflows across thousands of app integrations - deployed and governed in your stack by Scrums.com.Priced on scope·★ 5.0·● available now·vetted by Scrums.com

agents · CAT-30030937 · rev 1.0

Make AI Agents. @make-ai-agents

Agentsagent · ai-agents · workflow-automation · saas-integrationMake● available now
5.0Reviews ▾

Rated 5.0 / 5 by clients on GoodFirms.

Read verified reviews on GoodFirms

Vetted by Scrums.com Platform

Provider Make

Last review 2026-08-14

01

What you get

the numbers that matter
Starting price

Priced on scope

billed monthly

Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

96%

to your stack & domain

AI agents from Make that reason, select actions and trigger workflows across thousands of SaaS and app integrations.

02

How this operator works

every way of working, already decided
A · capability focus

Owns the system, not the ticket

Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.

B · ways of working

Embedded, async-first, instrumented

Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.

C · reliability posture

Runbooks, canaries, reversible deploys

Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.

D · comms & cadence

Plugged into your Slack & rituals

Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.

E · tooling

Brings a pre-wired stack or adopts yours

Infrastructure and observability as code by default. No bespoke setup tax to absorb.

F · onboarding

Scoped, gated, reversible

Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.

·

Overview

Make AI Agents bring reasoning to Make's visual automation platform. Instead of following one fixed scenario, an agent assesses the situation, selects the right action or workflow, and executes it across the thousands of app integrations Make supports.

Through Scrums.com, Make AI Agents is listed on the catalog and deployed by Scrums.com delivery teams. They integrate it into your stack, apply your governance rules, and track its operation on the SEOP.

·

What it does

Goal-driven reasoning

Agents work toward a defined goal, deciding what to do next based on context rather than a fixed path.

Dynamic action selection

Given the tools and scenarios you allow, an agent picks the appropriate one for each case.

Workflow triggering

Agents can invoke Make workflows, turning existing automations into tools the agent uses.

Thousands of app integrations

Work spans the SaaS applications Make connects, so agents act where your teams already operate.

·

Deploying it with Scrums.com

  1. Scope. Scrums.com runs a fit assessment against your workflows and governance requirements, including which scenarios and apps agents may act on.
  2. Integrate. Scrums.com engineers wire it into your repos, pipelines and tools with guardrails, building the agents and their allowed scenarios in your Make organisation.
  3. Operate. The deployment runs under governance, with usage and outcome reporting via the SEOP.
·

Commercial availability

Make AI Agents are sold by Make as commercial SaaS. Procurement runs through Make; Scrums.com supports the commercial process as part of a deployment.

·

FAQs

How is this different from a normal Make scenario?

A scenario is a designed flow that runs the same way each time. An agent chooses among actions and scenarios at run time, so it handles variation a fixed flow cannot.

What does deployment need?

A Make plan with AI Agents, authenticated app connections, and the set of scenarios and tools you want agents to be able to use.

How is access controlled?

Agents act only through the connections and scenarios you grant in Make. Scrums.com scopes these with you and reports agent operation via the SEOP.

03

What's included

in every engagement · no add-ons
Goal-driven reasoningincl.
Dynamic action selectionincl.
Workflow triggeringincl.
Thousands of app integrationsincl.
04

Track record

deployments on real systems · anonymized
SectorSystemOutcomeSpanStatus
Fintechpayments-core ledger99.97% achieved14 mo● complete
Commercecheckout platform−38% incident rate9 mo● complete
Health SaaSdata plane0 SEV1 in 6 mo11 mo● active
Logisticsrouting enginezero-downtime cutover7 mo● complete
AI infrainference clusterp99 −120 ms5 mo● active
05

Works inside your stack

surfaces this operator binds to
SurfaceBindingDirectionAuth
Source controlgithub.com/<org>reviews + writesOIDC
CI / CDscm-flow · deploy-servicegates deploysOIDC
Observabilityotlp://collector:4317metrics + alertsmTLS
Commsslack://<workspace>standups, incidentsSSO
Secretsvault://scrums/op/<id>short-lived credsSPIFFE
On-callpagerduty://<org>primary / secondaryAPI token
06

Boundaries

what to deploy instead

Scoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →

Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.

07

Deployments

the only social proof we publish

402deploys

across 38 organizations

+24 last 30 days · median age 11.4 mo · retention 96%

08

Pricing

one number · one footnote
billed monthly

Priced on scope

All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.

Final pricing computed at deploy from your committed envelope, region and account tier.

·

FAQ

common questions
How is Make AI Agents priced?

Priced on scope. Request a quote and pricing is computed from the work envelope.

Is Make AI Agents available now?

Yes. It is published and deployable directly from the Scrums.com catalog.

Can a Make AI Agents deployment be reversed?

Yes. Deployments are reversible with a one-click swap inside the trial window.

Who provides Make AI Agents?

Make, vetted by the Scrums.com platform.

·

How it compares

vs other agents
OptionFromStackStatus
Make AI Agents · this onePriced on scopeagent · ai-agents · workflow-automation● available
AnthropicPriced on scopeagent · model-providers · coding● available
OpenAIUSD 0.0001GBP 0.0001ZAR 0.0019agent · model-providers · reasoning● available
Mistral AIUSD 0.005GBP 0.004ZAR 0.0925agent · model-providers · open-weights● available
09

Commonly deployed with

more agents

More agents

Anthropic

Anthropic's Claude model family for reasoning, coding, and agentic workloads, offered via API and major cloud marketplaces. Scrums.com delivery teams integrate and govern it on the SEOP.

Anthropicmodel-providerscodingagentic
See options →

OpenAI

OpenAI's frontier GPT model family for text, reasoning, vision, and speech, offered via API and enterprise plans. Scrums.com delivery teams integrate and govern it inside your products and agent stack.

From $0OpenAImodel-providersreasoningmultimodal
See options →

Mistral AI

European frontier lab Mistral AI offers open-weight and commercial models via La Plateforme and major clouds. Scrums.com delivery teams integrate and govern them inside your stack on the SEOP.

From $0.005Mistral AImodel-providersopen-weightseuropean
See options →
billed monthly

Priced on scope