Your AI is only as smart as your data. We make it smarter.

AI outbound agents, automated routing, smart reporting — none of it works if your CRM has duplicates and stale records. We audit your data, clean up the mess, and set up automation so it stays smart and actionable.

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Trusted Partners

The Three Most Common Data Quality Problems in SaaS

Duplicate Records Everywhere

The core problem! Same account five times, different owners, conflicting data. Reps waste hours on territory conflicts, enrichment credits get burned on records that already exist, and the numbers stop adding up.

Stale Contacts and Ghost Accounts

Your org is full of records tied to companies that no longer exist, 404 websites, and parked domains. Every outbound sequence, every AI agent, every enrichment tool running against these records is effort and budget wasted on dead ends.

Subsidiaries Without Structure

Some companies share a domain but look like unrelated accounts. Without proper parent-child hierarchies, your team can’t see the full picture of a customer relationship, and your AI tools treat one company like five strangers.

What Clean CRM Data Feels Like

When your data is clean, everything downstream starts performing. Reps spend their time selling, not untangling territory conflicts. AI agents convert instead of annoy prospects. We handle the historical cleanup, deduplication, and parent-child hierarchies — then put scalable automation in place so the problem doesn’t come back.

Every enrichment credit goes to a real, unique record

AI outbound agents reach the right person, every time

Reporting you can actually bring to the board

One cleanup, then automation keeps it clean for good

Get a free data quality scan

Whatever Tools You Use, We’ve Got You Covered

We’ve seen every tool combo under the sun. And we know how to make them click for your SaaS.

CPQ Lite

Skip the complexity of full CPQ. We build a lightweight quoting framework in Salesforce that handles SaaS pricing, co-terminous expansions, and clean ARR/TCV reporting. It's everything you need, nothing you don’t.

Attribution

Get full-funnel visibility across Salesforce, HubSpot, and other platforms. We help teams fix tracking issues, align attribution models with real buying behavior, and build reporting leaders can trust.

Salesforce + Hubspot

Get your main Sales and Marketing tech working together and aligned. We make sure everything is connected, the numbers are trustworthy, and your platforms adapt to your processes, not the other way around.

Other Use Cases That Move the Needle

Solid, clean data in your CRM is just one piece of the RevOps puzzle. The real advantage comes when every system in your go-to-market stack is connected, clean, and built to scale. At Candybox, we help fast-growing SaaS teams untangle siloed tools, fix broken processes, and turn disjointed data into a competitive edge.

FAQs

How do I know if my CRM has a data quality problem?

If your reps complain about territory overlap, your AI tools keep contacting the same people, or your reports don’t match reality; you likely have a duplicate data issue. Most orgs with multiple integrations do.

What CRMs do you work with?

Primarily Salesforce and HubSpot. Our tools and processes are built to work natively with both, and we’ve handled orgs running both systems simultaneously.

How long does a data hygiene engagement take?

The initial historical cleanup is typically a 60-80 hour engagement. After that, quarterly maintenance runs just 2–5 hours — especially once automation is in place.

Can we manage the ongoing maintenance ourselves?

Absolutely. Some clients prefer we handle it as part of a retainer; others want to own it after the initial cleanup. Either way, we hand over documentation and the automation architecture so your team can run it independently.

Do you just clean the data, or do you prevent future duplicates too?

Both. We do the historical cleanup and then build custom Salesforce automation that catches and groups duplicates as they’re created, so the problem doesn’t come back.

How do you handle subsidiaries and parent-child relationships?

Our tool flags potential subsidiary situations — records that share a domain but have very different account names. We review those with your team and set up proper parent-child hierarchies in Salesforce.

We’re about to roll out AI outbound tools. Should we do this first?

Yes. AI outbound agents will only ever be as good as the data behind them. If your org has duplicates, your agents will contact the same people multiple times, waste sequences, and damage your brand. Cleaning your data before turning on AI tools is the single highest-ROI thing you can do to set them up for success.

What kind of results can we expect with this data hygiene cleanup?

It varies by org, but we’ve seen duplicate reductions of 40–50% in orgs with many third-party integrations. The bigger wins are downstream: enrichment spend stops going to waste on duplicate records, reps reclaim hours lost to territory conflicts and bad routing, AI outbound tools start converting instead of spamming, and leadership gets reporting they can actually trust. The initial cleanup pays for itself quickly once you factor in what dirty data is costing you across tools, time, and missed revenue.

The reviews are in

Look at what our clients are saying on G2

"Professional Salesforce partners. The people are easy to work with, always come with solutions to my problem, and get things done on time."

Joseph

Hoban

VP Sales, Nagomi Security

"Our trusted partner for Salesforce development. Super responsive, great value, thorough testing and documentation, passion for UX."

Cooper

McGoodwin

VP Product, Thnks

"They are true thought partners and don't require a structured list of requirements. I gave them a high level set of objectives and they were able to translate that into tactical technical updates."