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Sentrely vs. TrueFoundry: Enterprise AI Platform vs. Managed AI Dev Team

TrueFoundry is an enterprise AI platform with an AI gateway, model serving and MLOps tooling, built for platform teams managing LLM infrastructure. Sentrely is a managed AI team, backed by real engineers, that builds, ships and monitors production-grade software in accounts you own. Pick TrueFoundry to run AI infrastructure yourself; pick Sentrely to have software built for you.

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Sentrely vs TrueFoundry — feature by feature

The short version. Scroll past the table for the full breakdown.

Feature
us
Sentrely
them
TrueFoundry
Model serving / inference deployment
−
✓
Fine-tuning and MLOps platform
−
✓
Team-level LLM access management
−
✓
Who builds the software
Our AI team + engineers
Your platform team
Ships into hosting and code accounts you own
✓
Your cloud (you operate it)
Human sign-off on important changes
✓
✕
35-day rewind on data and files
✓
✕
Named account manager and on-call support
✓
Enterprise support

What TrueFoundry Is

TrueFoundry is an enterprise AI platform with an AI Gateway component that covers LLM, MCP, and agent traffic in one place. It governs at the environment level: which teams can use which models, cost controls per team or project, and observability across your AI stack. TrueFoundry also provides the surrounding deployment platform (model hosting, fine-tuning, vector databases), making it a broader MLOps/LLMOps offering than a pure gateway.

What Sentrely Is

Sentrely is a managed AI team, backed by real engineers, that builds, ships and monitors production-grade software in accounts you own. Our AI employees build, ship and monitor your production-grade software, and our engineers deploy and supervise them. Your team asks for work through an agent in your Slack.

Every change runs through automated safety checks, important changes need human sign-off, and you get a 35-day rewind on data and files. You have a named account manager and on-call support.

Platform vs. Service

TrueFoundry is a platform you operate. “The data science team can use these models, with this monthly budget and this rate limit.” It’s infrastructure management for an organization that already has ML and platform engineers.

Sentrely is a service that does the work. You describe what your business needs, such as a customer portal, an internal tool or an integration, and a supervised AI team builds, ships and monitors it in your own accounts.

DimensionTrueFoundrySentrely
What it isEnterprise AI / MLOps platformManaged AI dev team
Who uses itML and platform engineersFounders and business owners
Multi-provider LLM support250+ modelsChosen by our engineers per project
Model hosting + fine-tuningYesNo
Who does the workYour teamOur AI employees, supervised by our engineers
Where it runsYour cloud or TrueFoundry’sYour own hosting and code accounts
PricingEnterprise (not listed)Custom, scoped on a free call

When TrueFoundry Makes Sense

TrueFoundry is the right choice when:

  • You need a full MLOps platform (model hosting, fine-tuning, vector DB) in addition to a gateway
  • Your primary concern is LLM access management across multiple teams and models
  • You want on-premises deployment with enterprise support contracts
  • You have the platform team to run it

When Sentrely Makes Sense

Sentrely is the right choice when:

  • You need business software built and running, not AI infrastructure
  • You don’t have a development team, or don’t want to grow one
  • You want the finished software in accounts you own
  • You want real engineers and a named person accountable for the work

The Scope Question

If you need the full MLOps stack, TrueFoundry is worth evaluating. If you’d rather not build and run any of this yourself, book a free 30-minute call and we’ll scope what Sentrely can build for you.

Frequently asked questions

Common questions about Sentrely vs TrueFoundry.

Is Sentrely a TrueFoundry alternative?

Not really. TrueFoundry is a broad AI platform with an LLM gateway, model serving, fine-tuning and infrastructure orchestration that your platform team runs. Sentrely is a managed AI team, backed by real engineers, that builds, ships and monitors production-grade software in accounts you own. They answer different needs.

Who is each one for?

TrueFoundry is for enterprises with ML and platform teams that need to manage LLM access, host models and run AI infrastructure. Sentrely is for founders and business owners who need software built and don't want to become developers.

What about model serving and inference deployment?

Out of scope for Sentrely. If you need to host your own models, TrueFoundry, BentoML or KServe are better fits.

How is Sentrely priced?

Custom. We scope pricing on a free 30-minute call based on what you need built.

Want software you actually own?

In 30 minutes, a real engineer shows you how our AI team builds, ships and monitors your production-grade software from your team's Slack, signed off by our engineers and running in accounts you own.

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