apis · CAT-10000370 · rev 1.0 |
Image Quality Assessment API. @image-quality-assessment-api
5.0Reviews ▾
Rated 5.0 / 5 by clients on GoodFirms.
Read verified reviews on GoodFirms →Vetted by Scrums.com Platform
Provider API Layer
Last review 2026-09-14
What you get
the numbers that matterUSD 40GBP 30ZAR 750
starting price
≈ 2 weeks
signed to first PR
96%
engagements renewed
96%
to your stack & domain
Performs a blind image spatial quality evaluator (BRISQUE) algorithm on the image and predicts an image quality score.
How this operator works
every way of working, already decidedOwns 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.
Embedded, async-first, instrumented
Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.
Runbooks, canaries, reversible deploys
Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.
Plugged into your Slack & rituals
Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.
Brings a pre-wired stack or adopts yours
Infrastructure and observability as code by default. No bespoke setup tax to absorb.
Scoped, gated, reversible
Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.
Highlights
Assess and improve image quality
Provides image metadata
Supports multiple image formats
Offers APIs for developers
Scalable and fast image processing
Code
{
"description": "good",
"score": 34.12694469483071
}
What's included
in every engagement · no add-onsTrack record
deployments on real systems · anonymized| Sector | System | Outcome | Span | Status |
|---|---|---|---|---|
| Fintech | payments-core ledger | 99.97% achieved | 14 mo | ● complete |
| Commerce | checkout platform | −38% incident rate | 9 mo | ● complete |
| Health SaaS | data plane | 0 SEV1 in 6 mo | 11 mo | ● active |
| Logistics | routing engine | zero-downtime cutover | 7 mo | ● complete |
| AI infra | inference cluster | p99 −120 ms | 5 mo | ● active |
Works inside your stack
surfaces this operator binds to| Surface | Binding | Direction | Auth |
|---|---|---|---|
| Source control | github.com/<org> | reviews + writes | OIDC |
| CI / CD | scm-flow · deploy-service | gates deploys | OIDC |
| Observability | otlp://collector:4317 | metrics + alerts | mTLS |
| Comms | slack://<workspace> | standups, incidents | SSO |
| Secrets | vault://scrums/op/<id> | short-lived creds | SPIFFE |
| On-call | pagerduty://<org> | primary / secondary | API token |
Boundaries
what to deploy insteadScoped 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.
Deployments
the only social proof we publish402deploys
across 38 organizations
+24 last 30 days · median age 11.4 mo · retention 96%
Pricing
one number · one footnoteUSD 40GBP 30ZAR 750
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 questionsHow is Image Quality Assessment API priced?
USD 39.99. Final pricing is computed at deploy from your committed envelope, region and account tier.
Is Image Quality Assessment API available now?
Yes. It is published and deployable directly from the Scrums.com catalog.
Can a Image Quality Assessment API deployment be reversed?
Yes. Deployments are reversible with a one-click swap inside the trial window.
Who provides Image Quality Assessment API?
API Layer, vetted by the Scrums.com platform.
How it compares
vs other APIs| Option | From | Stack | Status |
|---|---|---|---|
| Image Quality Assessment API · this one | USD 40GBP 30ZAR 750 | API | ● available |
| WebScraping.AI | USD 100GBP 80ZAR 1,850 | API · API Layer | ● available |
| Web page to PDF API | USD 10GBP 10ZAR 200 | API · API Layer | ● available |
| World News API | USD 40GBP 30ZAR 700 | API · API Layer | ● available |