Softwr

Cybersecurity · head to head

Featurespace ARIC Risk Hub vs Tilt

Featurespace ARIC Risk Hub logo

Featurespace ARIC Risk Hub

Cybersecurity

Adaptive behavioural analytics for payment fraud and financial crime

From
On request
Free plan
No
Full reviewWebsite
Tilt logo

Tilt

Developer Tools

Local Kubernetes development loop that rebuilds and live-updates containers on save

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Only Tilt has a free tier, so it costs nothing to try first.
  • Each has a real cost: Featurespace ARIC Risk Hub visa now owns the vendor, so an institution buying scheme-neutral infrastructure, or one competing with Visa value added services, has a governance question that did not exist before December 2024.; Tilt docker acquired Tilt in 2022 and the team now splits its time across Compose and Docker Desktop, so feature velocity is modest and the product's long-term priority inside Docker is not guaranteed; treat it as a stable utility, not a growing platform.
  • They diverge on capability: Featurespace ARIC Risk Hub covers Adaptive behavioural analytics, Tilt covers Live update.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Featurespace ARIC Risk Hub and Tilt actually diverge.

Attributes where Featurespace ARIC Risk Hub and Tilt differ
AttributeFeaturespace ARIC Risk HubTilt
Starting priceOn requestFree
Pricing modelquoteOpen source, no licence fee
Free tierNoYes
PlatformsWeb, LinuxLinux, macOS, Windows
CategoryCybersecurityDeveloper Tools

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Featurespace ARIC Risk Hub

  • Adaptive behavioural analytics
  • Real time scoring
  • Automated model updates
  • APP scam detection
  • AML transaction monitoring
  • Rules alongside models

Only in Tilt

  • Live update
  • Tiltfile as code
  • Unified web UI
  • Selective rebuilds
  • Local and remote clusters
  • Resource dependencies
  • Extensions registry
  • Custom buttons and triggers

What people use each for

The jobs each tool is most often brought in to do.

Featurespace ARIC Risk Hub

  • A UK bank exposed to mandatory reimbursement for authorised push payment scams and needing to intervene before the payment leavesnot Tilt
  • An acquirer scoring merchant transactions in real time to reduce chargeback exposure without raising decline ratesnot Tilt
  • A card issuer replacing a rules-only fraud engine whose false positive rate is driving genuine customer declinesnot Tilt
  • A payments processor that needs one behavioural engine serving both fraud and AML rather than two separate stacksnot Tilt

Tilt

  • A team of ten or more engineers whose application is fifteen microservices on Kubernetes and who currently wait on CI to test a changenot Featurespace ARIC Risk Hub
  • An organisation onboarding new developers who want a single command that stands up the whole stack from a committed Tiltfilenot Featurespace ARIC Risk Hub
  • A platform team giving product engineers a consistent local environment against a shared remote development clusternot Featurespace ARIC Risk Hub
  • A codebase where one repository contains several services and rebuilding all of them on every edit is the main source of lost timenot Featurespace ARIC Risk Hub

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Featurespace ARIC Risk Hub

  • Visa now owns the vendor, so an institution buying scheme-neutral infrastructure, or one competing with Visa value added services, has a governance question that did not exist before December 2024.
  • Pricing is not published and is volume-linked, which makes the cost of a growth year hard to forecast during a three year business case.
  • Adaptive models are harder to explain to a regulator than deterministic rules, and model risk teams often demand parallel rule coverage that erodes the operational saving.
  • Behavioural profiling needs history, so newly onboarded customers and low frequency accounts are scored with thin data and the detection lift is smallest exactly where fraud concentrates.
  • Deployment into an existing payment path is an engineering project with latency budgets to hit, and banks with legacy core systems often find the integration, not the analytics, is the schedule risk.

Tilt

  • Docker acquired Tilt in 2022 and the team now splits its time across Compose and Docker Desktop, so feature velocity is modest and the product's long-term priority inside Docker is not guaranteed; treat it as a stable utility, not a growing platform.
  • The Tiltfile is Starlark, a Python dialect, so non-trivial setups become real programs that need reviewing and maintaining, and the person who wrote yours becomes a single point of failure.
  • Live update only works when the running container can accept synced files and restart the process; compiled languages, distroless images and read-only filesystems often force you back to a full image rebuild, which removes the main benefit.
  • It assumes Kubernetes. If your development target is plain Docker Compose or serverless functions, Tilt adds a cluster you did not need and a layer of abstraction with no payoff.
  • There is no commercial support contract, no SLA and no paid tier, so when a Kubernetes version upgrade breaks something you are dependent on GitHub issues and a Slack channel rather than a vendor you can escalate to.

Pricing, plan by plan

Featurespace ARIC Risk Hub

On request
  • ARIC Risk Hub$undefined/year
    • Priced by transaction volume or protected accounts
    • Cloud or on premises deployment
    • Model tuning services quoted separately

Tilt

Free
  • TiltFree
    • Apache 2.0 licensed
    • All features, no paid tier
    • Community support via the Kubernetes Slack #tilt channel

Which should you pick?

Choose Featurespace ARIC Risk Hub if

  • You need adaptive behavioural analytics.
  • You work on Web, Linux.
  • You also want real time scoring.
Featurespace ARIC Risk Hub review

Choose Tilt if

  • You need live update.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want tiltfile as code.
Tilt review

Questions people ask

Is Featurespace ARIC Risk Hub or Tilt better?
Neither clearly leads. Featurespace ARIC Risk Hub starts at On request and Tilt at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Featurespace ARIC Risk Hub or Tilt?
Tilt has a free tier; the other does not. Paid plans start at On request for Featurespace ARIC Risk Hub and Free for Tilt.
Does Featurespace ARIC Risk Hub or Tilt run on more platforms?
Featurespace ARIC Risk Hub runs on Web, Linux. Tilt runs on Linux, macOS, Windows.
Can I use Tilt for free?
Yes. Tilt has a free tier, so you can try it without paying. Featurespace ARIC Risk Hub starts at On request.
What is Featurespace ARIC Risk Hub best used for?
Featurespace ARIC Risk Hub is most often used for a uk bank exposed to mandatory reimbursement for authorised push payment scams and needing to intervene before the payment leaves, an acquirer scoring merchant transactions in real time to reduce chargeback exposure without raising decline rates, a card issuer replacing a rules-only fraud engine whose false positive rate is driving genuine customer declines, a payments processor that needs one behavioural engine serving both fraud and aml rather than two separate stacks. Of those, a uk bank exposed to mandatory reimbursement for authorised push payment scams and needing to intervene before the payment leaves and an acquirer scoring merchant transactions in real time to reduce chargeback exposure without raising decline rates are not what Tilt is typically brought in for.
What can Featurespace ARIC Risk Hub do that Tilt cannot?
Featurespace ARIC Risk Hub covers Adaptive behavioural analytics, Real time scoring, Automated model updates, APP scam detection. Tilt covers Live update, Tiltfile as code, Unified web UI, Selective rebuilds.

Answered from the vendors’ own pages

Featurespace ARIC Risk Hub: Is Featurespace still sold as its own product?

Yes. ARIC Risk Hub continues to be sold under the Featurespace name, described as a Visa solution, and is available to non-Visa institutions.

Tilt: Is Tilt free?

Yes, entirely. It is Apache 2.0 open source with no paid tier and no licence fee.

Featurespace ARIC Risk Hub: Does using it require being a Visa customer?

No. The platform is sold to banks, acquirers and processors regardless of scheme relationships, though the ownership is a reasonable governance consideration.

Tilt: Who owns Tilt now?

Docker, which acquired it in May 2022. It remains open source and the repository is still actively maintained.

Featurespace ARIC Risk Hub: Can it run on premises?

Yes. On premises deployment is supported, which matters for institutions with data residency constraints.

Tilt: Do I need a remote cluster?

No. It works against a local cluster such as kind, minikube or Docker Desktop, and also against a shared remote development cluster if your services are too heavy to run locally.

Tilt: How is it different from Skaffold?

Both automate the build-deploy loop. Tilt puts more weight on the live-update path and a multi-service dashboard; Skaffold is more configuration-driven and closer to Google's tooling.

Share

Related pages

More on Featurespace ARIC Risk Hub

More on Tilt

Keep looking

Other head to heads