signal busAll systems operationalScrums.com x Vercel for AI engineering ↗
summaryBlack Forest Labs' FLUX image-generation model family via API and licensing - integrated and governed in your stack by Scrums.com.Priced on scope·★ 5.0·● available now·vetted by Scrums.com

agents · CAT-30030982 · rev 1.0

FLUX. @flux

Agentsagent · model-providers · image-generationBlack Forest Labs● available now
5.0Reviews ▾

Rated 5.0 / 5 by clients on GoodFirms.

Read verified reviews on GoodFirms

Vetted by Scrums.com Platform

Provider Black Forest Labs

Last review 2026-08-14

01

What you get

the numbers that matter
Starting price

Priced on scope

usage-based

Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

96%

to your stack & domain

Black Forest Labs' FLUX family delivers state-of-the-art image generation and editing, offered through a hosted API, partner platforms and licensed open-weight variants.

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

Black Forest Labs is an image-generation lab founded by researchers behind widely used diffusion models. Its FLUX family covers text-to-image generation, image editing and controllable generation, offered through a hosted API, integrated partner platforms and open-weight variants under varied licenses.

Through Scrums.com, delivery teams integrate FLUX models into your products and creative pipelines. They wire the models into your workflows with evals and guardrails, and track usage, cost and outcomes on the SEOP.

·

What it does

High-fidelity text-to-image

FLUX models generate detailed, photorealistic and stylized images from text prompts.

Image editing and in-context control

Editing-capable family members modify existing images from instructions and maintain consistency across generations.

Prompt adherence and typography

The family is known for following complex prompts closely and rendering legible text within images.

Open-weight variants

Some FLUX variants are published as weights for local deployment, under licenses that vary by variant.

·

Deploying it with Scrums.com

  1. Scope. Scrums.com assesses model fit for your use cases, together with your data, residency and compliance requirements.
  2. Integrate. Scrums.com engineers wire the provider's models into your products, pipelines and agents, with evals and guardrails.
  3. Operate. The deployment runs under governance, with usage, cost and quality reporting via the SEOP.
·

Commercial availability

FLUX is offered as a hosted, usage-based API from Black Forest Labs and through partner platforms, alongside open-weight variants whose licenses range from non-commercial to commercially licensable. Model usage and licensing are contracted with Black Forest Labs or its partners; Scrums.com delivers the integration.

·

FAQs

Are FLUX models open weights or hosted API?

Both. Production-grade access is typically via the hosted API or partner platforms; some variants are published as open weights, and their licenses differ - commercial self-hosting needs the matching license.

What does a deployment need?

A Black Forest Labs API key or an account with a partner platform serving FLUX. Self-hosting an open variant needs GPU infrastructure and the correct license for your use.

Where does my data flow?

With the hosted API, prompts and generated images are processed by Black Forest Labs or the partner platform. Self-hosted variants keep generation inside your infrastructure. Scrums.com configures the path with you and reports operation via the SEOP.

03

What's included

in every engagement · no add-ons
High-fidelity text-to-image generationincl.
Image editing and in-context controlincl.
Strong prompt adherence and typographyincl.
Open-weight variants for self-hostingincl.
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
usage-based

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 FLUX priced?

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

Is FLUX available now?

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

Can a FLUX deployment be reversed?

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

Who provides FLUX?

Black Forest Labs, vetted by the Scrums.com platform.

·

How it compares

vs other agents
OptionFromStackStatus
FLUX · this onePriced on scopeagent · model-providers · image-generation● available
OpenAIUSD 0.0001GBP 0.0001ZAR 0.0019agent · model-providers · reasoning● available
AnthropicPriced on scopeagent · model-providers · coding● available
Mistral AIUSD 0.005GBP 0.004ZAR 0.0925agent · model-providers · open-weights● available
09

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Anthropic

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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
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usage-based

Priced on scope