# Should you migrate from PredictionIO

Salesforce bought PredictionIO in 2016. Open source was to stay free. Do not stand up a new service and call it a migration.

**Published:** 2026-09-30
**Canonical:** https://synconai.com/should-i-migrate-from-predictionio
**Author:** SynconAI Architecture Team

## In short

Salesforce bought PredictionIO in 2016. The report said the open-source tech would stay free while the project became a community effort. It is not a current Salesforce product. SalesforceIQ was later retired. Do not stand up a new PredictionIO service and call it a migration. This page does not publish a price, a ranking, an AppExchange listing, or a shutdown date.

## Sources

- **Salesforce Acquires PredictionIO To Build Up Its Machine Learning Muscle** (retrieved 2016-02-19)
  https://techcrunch.com/2016/02/19/salesforce-acquires-predictionio-to-build-up-its-machine-learning-muscle/
  > PredictionIO’s tech will remain open source and free to use, while the team works on evolving the project into a self-sustaining community.

## What to take away

- Salesforce bought PredictionIO in 2016. Open source was to stay free. That is not a licence you add to an order form.
- It is not a current product. Do not stand up a new PredictionIO service and call the work a migration.
- SalesforceIQ, which that work was tied to, was later retired. There is no org of that product to configure now.
- This page does not publish a price, a ranking, an AppExchange listing, or a shutdown date.

## The guide

An architect finds a 2016 machine-learning project and offers to stand it up beside Salesforce so the company can say it migrated. The offer has servers, a repository, and a timeline. It does not have a current product. Do not stand up a new PredictionIO service and call it a migration. A new service is a new system you will have to patch, staff, and explain. The acquisition does not require it, and it does not turn the new system into Salesforce.

This page says what you should do instead of that project. Mostly, you should not start it. If you already run the open-source code as its own estate, keep calling it that estate. Do not rename the estate a Salesforce migration because the company that employed the maintainers was bought.

## Should you migrate

No. Not into a new PredictionIO service, and not into a Salesforce org as if the project were a SKU waiting to be switched on. It is not a current product. A migration implies you are leaving a supported thing and arriving at its successor. This source does not name a successor you can implement in 2026. Building the old project again, on new hardware, recreates a system the acquisition did not ask you to recreate.

If you do not run it today, you have no tenant to leave. The report is a fact about a purchase in 2016 and about the licence of the open-source tech. It is not a backlog item. Do not clone a repository "so we are ready to migrate". Readiness, here, is how an unused service gets into production. Someone will point a feed at it because the server exists. Then you own a prediction path nobody governed.

If you do run the open-source project, the decision is whether that estate still earns its keep. That decision cites your own usage, your own patches, and your own data. It does not cite a Salesforce close as a reason to move the service into an org. An org is not a host for this engine on the strength of this page. Treat the engine as software you operate, or retire it under your own change control. Do not file the retirement, or the continuation, as a Salesforce migration.

The walkthrough stops at the same place. Identify whether you operate it. If you do not, close the idea. If you do, write an operations page for that estate, with an owner, and keep Salesforce out of the title. A walkthrough that ends in a new cluster has ignored this page.

## What PredictionIO is now

The sentence this page quotes from the report is: "PredictionIO’s tech will remain open source and free to use, while the team works on evolving the project into a self-sustaining community." Free to use, in that sentence, describes the open-source tech. It does not describe a Salesforce edition. It is not an acquisition price, and it is not a line you can add to an order form. Community, in that sentence, is the direction the report gave the project. It is not a hosted service this page can log into.

Salesforce bought PredictionIO in 2016. The report this page cites is dated 19 February 2016. That is the date of the report. It is not a cutover date for your data, and it is not a date this page will extend into a shutdown calendar. The page does not invent an end date for the open-source project, and it does not invent a day when a Salesforce menu lost a PredictionIO tile. No such tile is established here.

It is not a current product. Say that when someone calls it a SKU. The screen a seller would open is not this project. You cannot buy an implementation of PredictionIO on Salesforce in the sense the search means. Anyone offering that implementation is offering a new deployment of old open-source software, or a guess about a product they have not named from this source.

SalesforceIQ was later retired. The path people still name from that era does not end in an org you can configure. The write-up of that retirement is [RelateIQ and SalesforceIQ](/relateiq-salesforceiq). Use it when someone says the migration target is SalesforceIQ. There is no SalesforceIQ org to implement. Do not swap a retired name for the open-source name and call either of them a destination. The link explains a retirement. It does not supply a connector, a replacement, or a rank.

## Do not stand up a new service

The phrase to ban in the design review is "temporary PredictionIO while we migrate". Temporary services become the integration. A model that scores customers, sitting on a box someone built from a 2016 repository, will be wired to a nightly extract from Salesforce because the extract is easy. The score will be written back onto a field. Nobody will document the training data. Six months later the field is in a forecast meeting, and the box is production. You did not migrate. You deployed a side system and gave it a historical name so it sounded inevitable.

If the job you want is a score on a record, scope that job as a current design. Name the field, the training data you are allowed to use, the person who accepts the score, and the product your contract actually includes. Related help on data work sits with Data 360 services when that is the platform you have bought. That help is not a statement that PredictionIO became Data 360. This page does not make that statement. A new design uses the name of the product you have. It does not inherit a 2016 repository by default.

Open source remaining free is a permission to use the tech under its own terms, if you already have it and you understand those terms. It is not an instruction to adopt it. Free, in the report, is not a statement about your Salesforce bill. Do not tell finance the acquisition included a free machine-learning tier. That sentence invents a commercial term. Your bill is your contract. The report's "free to use" stays inside the report's sentence about the open-source tech.

A partner who offers to host PredictionIO "on Salesforce" should be asked what those two words mean in the estimate. If they mean a server near your org, and a field the server updates, they are selling a side system. Price it as a side system or decline it. Do not let the estimate say migration. Migration would require a current product this page has already said is not there.

## Versus native features

Native features are the ones in the products you licence now. Reports compute on data you have loaded under rules you wrote. Data 360, if your contract includes it, is a place to bring data together under that product's name and limits. Neither of those is PredictionIO with a new label. A report does not become a machine-learning engine because a 2016 project was acquired. A machine-learning engine you stand up does not become native because it reads a Salesforce extract.

The retired product is the other false native. SalesforceIQ is not a feature you turn on. It was retired. Comparing PredictionIO with SalesforceIQ as if you might choose between them is a comparison of two things you should not implement. This page does not rank them. It points at the retirement note so the name has a home, and then it returns to the refusal.

What you can compare is the job. "We want a prediction on this record" is a requirement. The requirement can be met by a process a person runs, by a feature your current contract names, or by a system you deliberately operate. The requirement is not met by cloning a repository and calling the clone a migration. The table keeps those apart. It does not pick a winner among current options, because this source does not know your contract.

| Job | What this record says about PredictionIO | What native features already do | What you still write |
| --- | --- | --- | --- |
| Run the 2016 project as Salesforce | It is not a current product | Your org runs the products on your contract | A refusal to stand up a new service |
| Use the open-source tech | It was to stay free, as its own project | Nothing in the org installs it for you | An operations owner, if you already run it |
| Follow the old path to SalesforceIQ | That product was later retired | There is no org left to configure | Read the retirement note, then stop |
| Score a record with a current tool | Not identified as a current tool here | Reports, and the data products you bought | A new design under the current name |

A row that starts with "install PredictionIO" does not belong in the backlog. Strike it in the meeting so it is not rediscovered next quarter as a forgotten phase.

## Alternatives, with no order

The AppExchange search expects a listing that replaces PredictionIO. This page does not name a listing, a publisher, or a rank. A package name would be an invented destination, which is the same mistake as a new server. The options are stances. They are not ordered, and none is the recommended product.

Leave it alone because you do not run it. That option fits a team that arrived from a search. There is no estate to move. Closing the note is complete.

Keep operating the open-source project as its own estate, with an owner, a patching habit, and a data boundary you wrote. That option fits a team that already depends on it. The estate is not a Salesforce migration. Do not retitle the runbook.

Retire the estate you operate, under your own change control, if nobody can explain the scores. That option is an internal decision. It does not need an AppExchange app to receive the data. If a score must live on after the engine stops, decide the field and the owner before you switch the engine off.

Start a new design on a product your contract names, without the 2016 repository in the design. That option fits when the business question is real and the old project is not. The new design stands on its own requirements. It is not a migration, so do not use that word in the title.

A supplier who ranks these, or who puts a PredictionIO package in a bill of materials, is ahead of the source. Ask them to remove the package name and the rank. If a current product remains in the proposal, it should be one you can find on your own order form. If nothing remains, you have your answer.

## What the walkthrough contains

The walkthrough is an identification, then a stop or an operations note.

Write the year. 2016. Write that open source was to stay free. Do not write a purchase price. This page does not have one. Do not write a Salesforce licence fee. Free in the report is not that fee.

Write whether you operate the project. Yes or no, with the name of the person who would know. "Someone in data might" is not a yes. Find the person or record a no.

If the answer is no, the walkthrough ends. Do not provision compute. Do not open a sandbox to receive a model. Do not create a custom object for scores you do not have.

If the answer is yes, write the estate as its own: where it runs, what data it reads, what it writes back, and who is on call. Explicitly write that this estate is not a Salesforce product migration. If Salesforce data is an input, name the extract, the fields, and the grant. An extract is an interface you already chose. It is not a cutover.

Write the SalesforceIQ temptation down, and then cross it out. The retirement note is the reference. Nobody gets a login to a retired product. Nobody recreates it.

There is no agency ranking and no day rate on this page. A proposal that leads with either is answering the search keywords, not the estate you found in the second step.

## Where the other pages fit

The implementation page is the order-form question: [PredictionIO stayed open source, and it is not a current SKU](/predictionio-salesforce). Go there when procurement still has a line to buy. The line should come off.

What happened in 2016, the open-source sentence, and the retirement context are on [what happened to PredictionIO](/what-happened-to-predictionio). Stay there when the argument is historical. Leave it when someone is about to provision servers.

The integration page is the empty arrow: [integrating PredictionIO with Salesforce](/integrating-predictionio-with-salesforce). Read it before a diagram gains a box. A box labelled with this name, pointing at your org, is the new service this page refuses.

The retired name has its own page so it does not colonise this one: [RelateIQ and SalesforceIQ](/relateiq-salesforceiq). Mention it. Do not extend it into a build.

| Question | Where it belongs |
| --- | --- |
| Should we migrate? | This page. Do not stand up a new service and call it a migration. |
| What is the software now? | Not a current product. Open source was to stay free. |
| Versus native? | Current products are the ones on your contract. No winner is declared. |
| Alternatives? | Stop, keep your own estate, retire it, or start a new design. No order. |

:::warn
Do not stand up a new PredictionIO service and call it a migration. It is not a current product. SalesforceIQ was later retired. Open source staying free is not a Salesforce licence.
:::

The useful sentence in the architecture review is short. We do not run it, or we run it as its own estate, and neither sentence is a Salesforce project. Put that sentence in the decision log. Delete the cluster from the diagram.

## Questions

### Should I migrate from PredictionIO to Salesforce?

No. Do not stand up a new PredictionIO service and call it a migration. Salesforce bought it in 2016. It is not a current product. If you already operate the open-source project, that is your estate, not a cutover into an org. SalesforceIQ is not the destination either. It was later retired.

### What is PredictionIO software now?

The report said the tech would remain open source and free to use, as a community project. That is not a current Salesforce SKU, and it is not a free tier on your contract. This page does not describe a screen you can enable in Setup.

### How does PredictionIO compare with native Salesforce features?

Reports and the data products on your contract are current features. PredictionIO is not one of them on this source, and SalesforceIQ is retired. This page does not rank those names. It refuses a new service that pretends to be the native path.

### Is there a PredictionIO alternative on AppExchange?

This page does not name an AppExchange listing, a publisher, or a rank. A package would be an invented destination. The choices are to stop, to keep an estate you already operate, to retire that estate, or to design the actual job on a product your contract names.

### What belongs in a PredictionIO migration walkthrough?

The year, a yes or no on whether you operate it, and a stop when the answer is no. If the answer is yes, an operations note that refuses the word migration. Do not add a price, a shutdown date, or a SalesforceIQ login. None of those belong in the plan.

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SynconAI is a Salesforce Select Partner and an OpenAI Select Partner, delivering architect-led Salesforce and AI programmes across the United States and Australia. Related service: Data 360 (https://synconai.com/salesforce-data-360-services.html).