agents · CAT-30030974 · rev 1.0 |
NVIDIA Nemotron. @nvidia-nemotron
5.0Reviews ▾
Rated 5.0 / 5 by clients on GoodFirms.
Read verified reviews on GoodFirms →Vetted by Scrums.com Platform
Provider NVIDIA
Last review 2026-08-14
What you get
the numbers that matterPriced on scope
billed monthly
≈ 2 weeks
signed to first PR
96%
engagements renewed
96%
to your stack & domain
NVIDIA's open Nemotron model family is packaged as NIM microservices, so teams can serve reasoning and agentic models on their own GPU infrastructure.
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.
Overview
Nemotron is NVIDIA's family of open models, tuned for reasoning and agentic workloads. NVIDIA packages the family as NIM microservices - prebuilt, optimized inference containers that run on NVIDIA GPUs in any cloud or data center, so the models deploy like standard infrastructure components.
Through Scrums.com, delivery teams integrate Nemotron models into your products and agent stack. They stand up NIM serving in your environment, wire it into your pipelines with evals and guardrails, and track usage, cost and outcomes on the SEOP.
What it does
Agentic reasoning
Nemotron models are tuned for multi-step reasoning, tool use and instruction following - the core skills of agent workloads.
Retrieval and embedding
The family includes embedding and retrieval models for building search and RAG pipelines that stay inside your infrastructure.
Efficient self-hosted serving
NIM containers ship with optimized inference engines, so the models run efficiently on your own NVIDIA GPUs.
Open weights and recipes
NVIDIA publishes weights, training data and recipes openly, which supports auditability and custom fine-tuning.
Deploying it with Scrums.com
- Scope. Scrums.com assesses model fit for your use cases, together with your data, residency and compliance requirements.
- Integrate. Scrums.com engineers wire the provider's models into your products, pipelines and agents, with evals and guardrails.
- Operate. The deployment runs under governance, with usage, cost and quality reporting via the SEOP.
Commercial availability
Nemotron weights are published openly, and the NIM serving containers are licensed through NVIDIA AI Enterprise for supported production use, available directly and via cloud marketplaces. Model licensing is contracted with NVIDIA or your cloud provider; Scrums.com delivers the integration.
FAQs
Are Nemotron models open weights or hosted API?
Open weights. NVIDIA publishes the Nemotron family openly, and offers hosted API endpoints for evaluation. Production deployments typically self-host the models as NIM containers on NVIDIA GPUs.
What does a deployment need?
NVIDIA GPU capacity in your cloud or data center, an NVIDIA AI Enterprise license for supported NIM use in production, and container infrastructure to run the microservices.
Where does my data flow?
Self-hosted NIM serving keeps prompts, outputs and embeddings entirely inside your own infrastructure. Scrums.com configures the serving environment with you and reports operation via the SEOP.
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 footnotePriced 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 questionsHow is NVIDIA Nemotron priced?
Priced on scope. Request a quote and pricing is computed from the work envelope.
Is NVIDIA Nemotron available now?
Yes. It is published and deployable directly from the Scrums.com catalog.
Can a NVIDIA Nemotron deployment be reversed?
Yes. Deployments are reversible with a one-click swap inside the trial window.
Who provides NVIDIA Nemotron?
NVIDIA, vetted by the Scrums.com platform.
How it compares
vs other agents| Option | From | Stack | Status |
|---|---|---|---|
| NVIDIA Nemotron · this one | Priced on scope | agent · model-providers · open-models | ● available |
| OpenAI | USD 0.0001GBP 0.0001ZAR 0.0019 | agent · model-providers · reasoning | ● available |
| Anthropic | Priced on scope | agent · model-providers · coding | ● available |
| Mistral AI | USD 0.005GBP 0.004ZAR 0.0925 | agent · model-providers · open-weights | ● available |