5 best practices for migrating to a new CRM


crm data migration

Allison Murray/ZDNET

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ZDNET key takeaways

  • You can protect your data and pipeline during a CRM switch.
  • There are five best practices to follow when migrating to a new CRM.
  • A lot of time goes into the migration, but done right, it’s worth the peace of mind.

Switching your CRM feels straightforward until you’re neck-deep in mismatched fields, duplicate contacts, and a sales team that can’t log a call. I’ve seen businesses treat a CRM migration like a simple data export, only to spend months untangling the fallout.

Also: The best CRM software 2026: Expert tested and reviewed

That confidence tends to disappear fast. According to one analysis by Vantage Point, up to 40% of CRM migrations encounter significant problems, from data integrity failures to field mappings that silently corrupt your reporting. But those problems are preventable. The five practices below won’t eliminate every headache, but they’ll keep the serious ones from derailing your rollout.

1. Audit your existing data before you move anything

The single biggest mistake I see in CRM migrations is treating the move as a copy-paste exercise. If your current system holds stale records, you’ll just be moving that mess into a new home.

Start by running a full audit of your existing data. Research consistently shows that over 70% of CRM records become inaccurate within a year, and most organizations discover they’re carrying between 10% and 30% duplicate records once they actually look. Those duplicates don’t just bloat your new system; they skew forecasting, break automated workflows, and create awkward moments when two reps call the same prospect in the same week.

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Your audit should flag three things: duplicate records, incomplete records missing critical fields like email or company name, and outdated contacts that haven’t had any activity in years. Use this as an opportunity to decide what’s worth carrying forward. Migrating everything isn’t always the right call, and the cost of migration scales with data volume, so cutting dead weight upfront can save you real money.

2. Build a detailed field mapping document

Field mapping is where CRM migrations quietly fall apart. Data leaves your old system looking fine, lands in the new one in the wrong place, and nobody notices until a sales rep can’t find three months of deal notes.

A field mapping document is a plain reference that shows how every field in your current CRM translates to a field in the new one. Each field from the legacy system needs a corresponding field in the new CRM, including custom fields your team built for specific campaigns or processes. Don’t assume the names match: a field labeled “Company name” in your old system might map to “Account name” in the new one, and getting that wrong means relationship data between records breaks entirely.

Also: Best small business CRM software

Pay extra attention to fields that need transformation, not just transfer. A free-text industry field in your old CRM might need to become a structured picklist in the new one. A single “Full name” field might need to split into separate first and last name fields. These transformations require deliberate rules, not guesswork. Documenting them before migration starts gives you a clear audit trail if something goes wrong.

3. Run a test migration before going live

No matter how careful your planning, the first full migration will surface problems you didn’t anticipate. A test migration on a small, representative dataset lets you catch those problems without involving your entire contact database.

Pick a slice of data that covers a range of record types: a few accounts, associated contacts, some open deals, and a sample of historical activity. Run the test migration into a staging environment rather than your live system. Then check whether contact records, pipeline stages, activity histories, and reporting outputs all look right. If your deal notes didn’t come across, or your pipeline stages mapped to the wrong phase, you want to find that in a test, not on day one of your rollout.

The test migration also helps you calibrate your timeline. For mid-sized organizations, a full CRM migration typically takes 10 to 20 weeks from planning through go-live, and that range widens if data complexity is high. Running a test early gives you a realistic sense of what your full timeline actually looks like, rather than an optimistic guess.

4. Lock down roles and permissions before data goes live

Access management is one of the most overlooked steps in a CRM migration. Teams spend weeks perfecting data quality and field mapping, then push everything live with permissions that either lock people out of records they need or give the entire company visibility into deal data that should stay with specific teams.

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Before go-live, define your permission structure from scratch rather than copying it from your old system. Your old CRM’s permission model may have been built incrementally over years and reflects organizational structures that no longer exist. A new system is a clean opportunity to set it up intentionally. The standard migration order is to move users and roles first, before accounts, contacts, or deals, so the structure exists before the data lands in it.

Involve your data owners in this step. Every major data object, like accounts, deals, and contacts, should have a business owner who signs off on who can view, edit, and delete records. This isn’t just a security exercise; it’s how you prevent a newly onboarded rep from accidentally bulk-editing 500 contact records on their first day.

5. Train your team before go-live, not after

Even a technically clean migration can stall if the people using the new system don’t know how it works. Launching first and training later is a reliable way to breed frustration, force reps back to spreadsheets, and end up with a CRM nobody trusts.

Also: Salesforce vs HubSpot: Which is the better business CRM?

Training before go-live doesn’t have to mean formal sessions for everyone. The priority is making sure each team member understands the workflows specific to their role: how to log a call, update a deal stage, create a contact. Focus the training on what changed from the old system, since most people adapt faster when they understand what’s different rather than learning everything from scratch.

Plan for a short period after launch where someone on your team is available to answer questions quickly. Post-migration issues rarely involve catastrophic data loss when the earlier steps are handled well; they’re mostly small confusions that snowball if they go unanswered. Checking in with the team in the first few weeks to ask what’s working and what feels awkward is a practical habit that pays off quickly.

The bottom line

CRM migrations done carefully cost time upfront. But done carelessly, they cost far more on the back end, in data clean-up, team frustration, and pipeline blind spots that take months to notice. Auditing your data, mapping fields precisely, running test migrations, managing access deliberately, and training your team before launch may sound like a lot of work, but they’ll make it recoverable when things don’t go exactly according to plan.





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There aren’t many modern sports cars that manage to feel like a genuine loophole in the system, but this one does. It blends two very different engineering worlds into a single package, and somehow it just works.

It’s quick too, with a 3.9-second sprint to 60 mph and an inline-six that’s already earned a reputation as one of the best in modern performance cars. On top of that, it benefits from one of the widest dealer networks you’ll find outside the domestic brands, which takes a lot of the usual ownership stress out of the equation.

The strange part is how few people seem to have fully clocked what this combination actually means. It feels like one of those setups that won’t be around in this form much longer, even if it probably should be.

In order to give you the most up-to-date and accurate information possible, the data used to compile this article was sourced from BMW, Porsche, and Toyota, as well as other authoritative sources including TopSpeed.


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This sports coupe has been around since 2019, but it’s now heading toward the end of the road. When it’s gone, it’ll leave behind one of those weird, unlikely combinations that probably won’t happen again.

It only exists because a few things lined up at exactly the right time, from partnerships to platform sharing. Once that window closes, it’s hard to see it opening again in quite the same way.

The end isn’t coming—it’s already here

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In an official statement, the company confirmed production wrapped in March 2026. You can still spec one on the website, but no new cars are coming off the line.

The news didn’t exactly set the auto world on fire, but the impact runs deeper than the headlines suggested. There’s no successor planned, and last time it took two decades for the nameplate to return.

For now, what’s left is a Final Edition model and the slow realization that this chapter is already closed.

A partnership that won’t happen twice

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This sports car comes from a platform shared by two automakers that couldn’t be more different if they tried. It wears a Japanese badge, has a German twin, and is built in Graz, Austria.

Without that partnership, it probably never would’ve made it to production in the first place. Now that its German sibling has also bowed out, the deal that made both cars possible has officially run its course.

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For this kind of two-door performance car to exist again, the brand would need either a fresh partnership or a completely new platform. The catch is it hasn’t built its own performance inline-six in over 20 years.

Sure, it has the resources to develop one from scratch, but the business case just doesn’t really add up anymore. This sports coupe only happened because the timing and circumstances lined up perfectly — and that window now looks firmly closed.


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If you still haven’t guessed it, we’re talking about the Toyota GR Supra. When the MkV first dropped, a lot of the JDM crowd wasn’t exactly impressed—the BMW engine swap caused a full-on backlash.

But looking back now that it’s gone, that whole controversy hits differently. What people once saw as a betrayal is actually a big part of what made this car so interesting in the first place.

The B58 came at exactly the right time

2025 Toyota GR Supra detail shot of engine bay Credit: Toyota

Toyota had been working on the next-generation Supra for nearly a decade before the name finally came back in 2019. One of the biggest challenges was figuring out the right engine—something that wouldn’t be shared across the rest of the lineup.

Even with all its R&D resources, building a brand-new inline-six just for the Supra didn’t really make sense financially or practically. It was one of those cases where doing it alone just wasn’t realistic.

By 2019, BMW’s 3.0-liter B58 inline-six had already built a reputation as one of the best performance engines for the money. It stood out for its smoothness, responsiveness, and surprising durability—all traits that lined up perfectly with what Toyota wanted for the Supra.

Timing-wise, it couldn’t have worked out better for Toyota, which saw the engine’s potential right away. In the GR Supra, the B58 puts out 382 horsepower and 368 lb-ft of torque through an eight-speed automatic, good for a 0–60 mph run in about 3.9 seconds, with independent tests dipping closer to 3.7 seconds.

The Gazoo Racing effect

2026 Toyota GR Supra Final Edition GR lettering Credit: Toyota

There’s a common misconception that the GR Supra is just a rebadged BMW Z4, but that’s not really the case. The platform underneath both cars was a joint effort from the start, not a one-way handover.

Toyota’s chief engineer, Tetsuya Tada, pushed for a co-developed setup that fit the vision for a modern sports coupe. Drive a Z4 and a Supra back to back and the difference shows pretty quickly—the Supra feels sharper and more performance-focused, while the Z4 leans more into relaxed grand touring.


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Rear closeup View of a 2025 Toyota GR Supra Credit: Toyota

Beyond all the early controversy, the GR Supra has quietly proven itself as a seriously well-rounded modern sports car. When you strip away the noise, it holds up exactly where it matters most.

It’s quick, easy to live with day to day, and doesn’t come with the usual headaches you’d expect from something this performance-focused. In terms of performance, usability, and long-term ownership confidence, it doesn’t just tick boxes—it actually delivers in all of them.

Performance meets everyday usability

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The performance you get from the $59,595 2026 Toyota GR Supra 3.0 is honestly hard to ignore. It’ll do 0–60 mph in about 3.7 to 3.9 seconds straight from the factory, which puts it right in the mix with cars like the $86,600 BMW M4 Competition Coupe.

But the Supra isn’t just about straight-line speed. You’re also getting proper hardware like Michelin Pilot Super Sport tires, adaptive suspension, Brembo brakes, and an active limited-slip diff, all working together to make it feel far more capable than its price suggests.

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Long-term ownership confidence

2025 Toyota GR Supra Trio Front White Red Black Driving on Track Credit: Toyota

The BMW B58 used to be the GR Supra’s biggest talking point for all the wrong reasons, but over time it’s turned into one of its strongest assets. It’s built well beyond its stock output and has a long track record of handling serious tuning without breaking a sweat.

Thanks to its closed-deck design and the durability upgrades over older N5x inline-sixes, it has a lot more headroom than most engines in this class. These days, 600+ horsepower B58 builds are pretty common in the tuning world, but that level of strength and reliability used to be almost unheard of in a setup like this.

The GR Supra gets even more compelling when you factor in Toyota’s massive dealer network — the largest of any non-domestic brand in the U.S. It’s roughly 3.5 times bigger than BMW’s, with Toyota dealerships in just about every major town across all 50 states.

2020–2025 Toyota GR Supra interior Credit: Toyota

In California alone, Toyota has 136 locations compared with BMW’s 52, which makes servicing and support noticeably easier. That kind of coverage adds real-world convenience that goes beyond just the car itself.

On top of that, the Supra comes with a 5-year/60,000-mile warranty versus the BMW Z4’s 4-year/50,000-mile coverage. That effectively gives you an extra year of protection just for choosing Toyota, which is a pretty solid bonus.

It’s German engineering backed by Japanese peace of mind, and that combination is hard to beat.


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The GR Supra’s discontinuation isn’t just the end of a model—it feels like the end of an era for this kind of sports car. We’re drifting further away from a market that prioritizes pure performance engineering, and cars like this are becoming harder to justify.

That means a rear-wheel-drive six-cylinder sports coupe at this price point might not come around again for a long time, if ever.

The enthusiast market is slowly disappearing

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At $58,300, the 2026 GR Supra 3.0 base trim is definitely not what you’d call cheap. It’s one of Toyota’s more premium and unique offerings, but it still manages to punch above its weight in terms of value.

Compared with its twin, the 2026 BMW Z4 M40i, which starts at $68,400, the Supra comes in noticeably cheaper for basically the same core hardware. Even the 2026 BMW M2 Coupe at $69,000 undercuts it in price but still trails slightly in 0–60 mph performance versus the base Supra.

If you wanted to go Porsche instead, the 718 Cayman unfortunately isn’t part of the picture anymore. Even if it were, you’d be looking at something like a $200,000 718 Cayman GT4 RS to match or beat the Supra’s performance.

The 2026 Toyota GR86 Premium is a great sports car in its own right, but it delivers a very different, more lightweight experience compared to the Supra. At the end of the day, the GR Supra really stood alone as the only car that blended BMW M-level performance with a Toyota price tag.

What comes next won’t be better

Static sid eprofile shot of a gray Toyota GR GT. Credit: Toyota

It’s hard not to feel a bit pessimistic about where things are heading for driving enthusiasts. As everyday cars keep getting more expensive and priorities shift toward emissions and practicality, traditional sports cars are being pushed further out of reach.

The entry barrier just keeps climbing, and a lot of people who would’ve once been into cars are drifting toward other, more affordable interests instead. If the GR Supra’s successor ends up being a hybrid or EV, it’ll likely feel more filtered, more expensive, and less raw than what came before.

The Supra really nailed a rare formula—BMW-level performance with Toyota reliability—and there’s a real chance we won’t see that combination done quite as well again.



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