Dun & Bradstreet announced its spring releases and enhancements at Forrester’s B2B Data conference in Austin. Dun & Bradstreet launched D&B Connect for Salesforce, its new data management service, and expanded D&B Rev.Up ABX functionality.
“With more accurate, actionable CRM data, businesses can make more confident decisions, identify more cross-sell and upsell opportunities, and target with greater precision,” blogged North American Sales & Marketing GM Stacy Greiner. “That’s the foundation for strong account-based strategies and digitalization. It’s the foundation for a stronger business, period.”
D&B Connect for Salesforce is the next generation of Salesforce hygiene products, superseding D&B Optimizer for Salesforce. Users have broader control over matching logic. They can employ easy matching based on Dun & Bradstreet Confidence Codes or customize the match logic by leveraging Confidence Codes alongside country/region selects and match quality.
The operations manager can set the importance of individual match grades by field (e.g., street number, name, etc.). Admins can also set match inclusion criteria, defining which fields should be excluded from matching (e.g., Non-Headquarter locations, Out-of-Business locations, Non-Marketable locations, or Undeliverable/Unreachable locations).
Connect for Salesforce has dramatically expanded the data sets available for enrichment, providing access to over 1,600 data elements based upon subscribed data blocks. Admins also have control over refresh frequency and rematch rules. Data may be refreshed every 14 days with the option of rematching unmatched records. Transactional matching is also supported, allowing real-time match and append for newly created records.
Other features include data health reports, field-level mapping, out-of-business flags, and duplicate management. In addition, Dun & Bradstreet offers 37 million subsidiary and branch linkages, ensuring proper territory management and lead assignment.
“What is preventing our marketing campaigns and sales plays from firing on all cylinders? asked Dun & Bradstreet Greiner. “Quite simply, bad data that is outdated, incorrect, duplicate, improperly formatted, or just outright missing. Let’s face it — we’re all to blame. We’re just not good about keeping our data up to date and refreshed. We don’t even do a good job entering the right data in the first place. This may be due in part to subjectivity, in part to laziness, and in part because there’s just not enough time in our day to be thorough enough.”
D&B Connect for Salesforce starts at $5,000 per company per year.
Dun & Bradstreet filed an S-1 to return to the public markets after being taken private by Black Knight (BKI), Thomas H. Lee Partners, Cannae, and CC Capital eighteen months ago. Dun & Bradstreet was reorganized and recapitalized with additional debt ($2.5 billion in increased liabilities). The bookrunners include Goldman Sachs, BofA Securities, J.P. Morgan, and Barclays.
Dun & Bradstreet (NYSE: DNB) will be offering 65.75 million shares at a price between $19 and $21.
The firm will once again be listed under the DNB ticker and will net at least $1.3 billion from the IPO. The IPO proceeds will be used to “redeem all or a portion of our Series A Preferred Stock that we issued in connection with the Take-Private Transaction.”
Dun & Bradstreet has 135,000 global customers, including 90% of the Fortune 500 and 60% of the Global 500. Its primary services support risk analysis (credit and supplier risk), marketing, and sales. Over the past five years, the firm has focused on analytics, Data-as-a-Service (DaaS), Master Data Management, and Audience Solutions (e.g. programmatic, visitor intelligence). The product line has been built both organically and via acquisition. Earlier this year, they acquired Orb Intelligence and its AI/ML tools for collecting firmographics and digital business identities. Last year, they acquired Lattice Engines, a leading Customer Data Platform.
This year, Dun & Bradstreet launched two new services: an ABM platform and an Analytics Studio that combines Dun & Bradstreet company intelligence with customer-owned and alternative data sources.
Dun & Bradstreet offers global services for risk analysis (credit, supplier), Master Data Management, Compliance, B2B DaaS, Prospecting, and Sales Intelligence. Key products include DNBi, D&B Direct, D&B Credibility, D&B Hoovers, D&B Optimizer, D&B Master Data, D&B Lattice, D&B Audience Targeting, D&B Visitor Intelligence, and First Research.
The firm now focuses on “business decisioning data and analytics,” which “enables companies around the world to improve their business performance.” Dun & Bradstreet’s Data Cloud “fuels solutions and delivers insights that empower customers to accelerate revenue, lower cost, mitigate risk, and transform their businesses.” Key data assets include the D&B WorldBase file with global company linkage; various analytical risk scores; credit and supplier risk reports; the global D-U-N-S numbering system for companies; country risk reports; industry overviews; and Hoovers company profiles.
The firm continues to invest in its global data. Dun & Bradstreet listed the following data initiatives:
“- We have significantly increased our investment in the breadth and depth of our data. We have specifically focused on better utilization of available data, automation of business data research, improvement of identity resolution, expansion of our individual contact database and implementation of tools to monitor and streamline our data supply chain so that we can generate better, more actionable business insights and outcomes for our clients. We are also proactively addressing data quality issues.
– Although we draw from approximately 16,000 proprietary and publicly curated sources, Dun & Bradstreet had historically focused on identifying and collecting a narrow subset of data that was appropriate for specific solutions. We have since reoriented our approach towards better ingesting all available data to effectively leverage previously disregarded sources of data and thereby improve the consistency, accuracy and predictive power of our solutions.
– We are also expanding the volume of the data we are able to offer. For example, we have increased D&B Hoover’s premium contact data from approximately five million e-mail contacts to approximately 16 million contacts in our Data Cloud from January 2019 through March 31, 2020, while simultaneously improving the accuracy of those contacts by 250% since the beginning of 2018. We specifically focused on individuals we consider having significant influence over the buying process at companies that are most important to our clients based on our verified usage analysis.
– We are also expanding our coverage of SMBs and incorporating new, alternative data sets to expand the breadth of companies covered and depth of information we are able to provide clients. As part of this initiative we acquired Orb in January 2020, which allows us to better capture the digital footprint of businesses as well as the digital exhaust that businesses generate. By incorporating additional data sets into our solutions, we can continue to expand and refine the insights we offer to our clients, which we believe will enhance our competitive advantage.
– We have implemented a data watch program (the “Data Watch Program”) to proactively monitor and repair issues before clients experience them. Since May 2019, both client issues as well as Data Watch Program issues are now being logged in our data quality repository. We have identified, logged and resolved a number of issues as a direct result of this initiative and are continuously working to address additional issues.”
Dun & Bradstreet S-1
Dun & Bradstreet has a set of content differentiators. These include the global D-U-N-S Numbering system; global linkage; financial and risk data for credit, procurement, and compliance functions; First Research industry profiles; and Audience Solutions for programmatic and visitor intelligence.
“Data is only valuable when it drives action that moves an organization towards its goals,” stated the S-1. “Underpinned by an integrated technology platform, our solutions derive data-driven insights that help clients target, grow, collect, procure, and comply. We provide clients with both curated bulk data to incorporate into their internal workflows and end-to-end solutions that generate insights from this data through configurable analytics.”
InsideView went on the offensive to capture Data.com customers as Prospector and Clean are phased out over the next year. InsideView is offering their free Data Health report “as many Data.com customers have seen a degradation of data quality since the announcement was first made over a year ago.”
Data.com Prospector and Clean contracts are no longer renewing beginning this month.
tell us that the switch from Data.com to InsideView was not only easy but gave
them more confidence and made their data more useful than ever,” said Umberto
Milletti, CEO of InsideView. “Now we’re adding more data, more
technology, and more analytics to make InsideView even better, because it’s not
just about the data. It’s about how it helps drive marketing, sales, and
the bottom line.”
covers twice as many contacts (35 million) as Data.com including global
contacts and emails. InsideView also emphasized its improved match logic:
Comprehensive analysis of customers’ data quality (i.e. malformed company names, transposed data fields, incomplete addresses, etc.)
Flexibility in match logic based on business needs and data availability (i.e. company name, website/email domains, street address, city, state, country, etc.)
Higher match rates and accuracy using probabilistic intent (e.g. inferring a match result based on geographic or industry clustering, etc.,) within the input file.
Clear explanations of why records match and suggestions for those that don’t match.
Other enhancements include expanded location data with site counts and “fine-grain control for selecting CRM records under management and field level update rules.”
In the Sales Intelligence category, the top four B2B sales intelligence AppExchange offerings come from Zoominfo, DiscoverOrg, D&B Hoovers, and InsideView.
InsideView also announced that its Microsoft Dynamics Insights service will be available at no charge through the end of current MS Dynamics 365 contracts. Current Insights customers simply need to opt-in. Companies that do not qualify can license Insights directly from InsideView.
“Microsoft is committed to delivering stellar customer experiences and it became clear to them, after announcing changes to their data augmentation strategy in January, that many customers love and value InsideView Insights,” said InsideView Senior Product Marketing Manager Janice Bowen. “In response to their needs, Microsoft decided to continue providing InsideView’s data and intelligence solution for an extended period of time.”
InsideView rolled out a pair of enhancements to its CRM Refresh product. Along with Accounts, Refresh now cleanses and enriches Contact records, matching both record types against its reference database of 13 million companies and 33 million contacts.
Refresh also supports email validation, an important function for maintaining data quality. Both matched and unmatched records are processed on a semi-annual basis. Email validation is performed by StrikeIron, an Informatica company.
The Refresh dashboard (on right) provides match and field-level fill rates for both account and contact records.
“Valid email addresses lower bounce rates and increase deliverability of marketing campaigns, resulting in greater response rates and higher ABM program success,” wrote the Customer Success Team to its customers. “Successful sales outreach also depends on accurate contact information, including whether anexisting contact has moved on to another job.”
“Employees just don’t stay in one job at one company any more, and keeping up with all that job shifting is a nightmare of CRM management. Today we’re giving sales and marketing ops one more weapon in the battle against stale CRM data. Other cleansing solutions only clean the contacts that exist in their systems, but email validation allows InsideView Refresh to add value to any contact with an email address.”
Adam Perry, InsideView director of product management
Pricing is available both on an à la carte volume basis and a seat-basedmodel similar to Data.com. The idea is to provide an “easy switch” fromData.com Clean and Prospector to InsideView. “We match allcapabilities and price to make it very easy for customers to switch,” said VPof Product and Solution Marketing Joe Andrews. “We’ve seen a significant growth in demand for this since it’s become more generally known that Data.comis being sunset.”
Few firms have integrated email validation into their cloud or CRM hygiene offerings, leaving firms with bad contact records which cannot be matched against reference datasets. Products such as D&B Optimizer, InsideView Refresh, and ReachForce SmartSuite are the exception, helping improve delivery rates and email sender scores by verifying emails, even for unmatched records.
Refresh is available for both Salesforce and Microsoft Dynamics.
I was going to be writing about yesterday’s #FlipMyFunnel conference keynote given by Terminus CEO Sangram Vajre this morning, but I woke up to news that Dun & Bradstreet is being taken private. So, I’ll recap Vajre’s discussion of humanizing B2B and the need for authenticity in a later post.
Dun & Bradstreet announced that it will be taken private by CC Capital, Cannae Holdings, and funds affiliated with Thomas H. Lee Partners LP, for $5.38 billion in cash. Shareholders will receive $145 per share, an 18% premium over its Wednesday close. The acquisition includes $1.5 billion in assumed debt.
The deal is subject to shareholder approval and is expected to close within six months.
Dun & Bradstreet has a venerable history going back 177 years. Employees include several future nineteenth century Presidents. The firm, however, has struggled in recent years to grow revenues, particularly in its Risk Management Solutions group. Sales & Marketing Solutions, which makes up a bit over 40% of the company, has posted slow but steady growth.
Dun & Bradstreet has some market leading assets:
The D-U-N-S number is the de facto global numbering system for companies. It is often required for loans and is necessary for bidding on US government contracts.
The WorldBase company file contains global linkages, Tradestyles, and credit scores for 300 million active, dormant, and defunct companies making it valuable for credit risk, supplier risk, master data management, research, client onboarding, marketing, and sales.
The Global Company Authority (FKA NetProspex) provides global directors, executives, and mid-level managers.
D&B Hoovers (FKA Avention) continues to improve with the addition of the WorldBase file, First Research industry overviews, and Global Company Authority file to the Sales Acceleration platform.
Digital delivery solutions include the D&B Direct API, connectors for CRM and Marketing Automation platforms, B2B programmatic marketing, and visitor ID (the mapping of anonymous website visitors to their firm).
The company has a strong data foundation and has been shifting delivery of its product line to the cloud, but its sales and marketing products have not had significant growth. Instead, Dun & Bradstreet has seen companies such as DiscoverOrg, LinkedIn (Sales Navigator), TechTarget, and Zoominfo enjoy most of the growth in the Sales and Marketing Intelligence space.
Funding will be a combination of debt and equity. The deal includes a 45-day “go-shop” period during which alternative offers will be welcome.
Thomas J. Manning will continue as the CEO through the closing of the transaction while James N. Fernandez, a director of the Company since 2004 and Lead Director since February 2018, will continue as the Chairman.
“Today’s announcement is the culmination of a thoughtful and comprehensive review of the value creation opportunities available to the Company as part of a full portfolio and business assessment and exploration of strategic alternatives with multiple financial sponsors. As a result of this process, the Dun & Bradstreet Board of Directors unanimously determined that this all-cash transaction with the Investor Group is in the best interest of our shareholders and our Company,” said Manning.
William P. Foley II, Chairman of Cannae Holdings, said, “In an increasingly data-driven world, Dun & Bradstreet’s insight-driven business model and interconnectivity across industries has positioned the Company for continued success. We are excited to grow the Company, increase operating efficiencies and improve the Dun & Bradstreet customer experience by providing enhanced business solutions.”
Dun & Bradstreet rebranded D&B Workbench Data Optimizer as D&B Optimizer for Marketing and announced a set of enhancements to the platform. The Workbench name, now dropped, went back to the product’s origins as NetProspex Workbench, one of the first DaaS Hygiene / Enrichment / Prospecting platforms. The rebranded product includes a series of new features including an Analyze module, Salesforce Contact Optimization, custom email deliverability targets, and NAICS industry code support.
“This new name reflects Dun & Bradstreet’s commitment to deliver the very best in data optimization services,” the firm wrote its clients. The new name is also consistent with its other Optimizer solutions: D&B Optimizer for Salesforce and D&B Optimizer for Microsoft.
The new Analyze module delivers profiling and market opportunity analysis “utilizing D&B Master Data and proprietary machine-made analytics.” Features include dynamic dashboards which help marketers visualize their primary profile by revenue, employee size, and industry. The service also provides look-a-like opportunities to assist with ABM expansion and pipeline growth.
The new Salesforce Integration for Contact optimization supports contact cleansing and enrichment at a frequency determined by the customer. Dun & Bradstreet claims that the Salesforce integration may be setup in fewer than twenty minutes.
Custom Email Deliverability Levels allow marketers to dip deeper into Dun & Bradstreet’s pool of emails and select contacts with lower reliability scores. The default level is 90% deliverability, but highly targeted selects may require using contacts that are below the 90% deliverability threshold. Dun & Bradstreet called the 90% threshold “our recommended level for most email campaigns.”
Finally, D&B Optimizer for Marketing added NAICS industry code selects. The product already supports the older US SIC industry taxonomy.
Other D&B Optimizer for Marketing features include data validation and standardization (email, phone, address), duplicate flagging, data hygiene reports, lead prospecting, segmentation analysis, and data enrichment (firmographics, D-U-N-S Numbers, corporate linkages, technographics, biographics).
It was only a few years ago that Dun & Bradstreet’s WorldBase file reached 200 million records, but this week the file hit 300 million active and inactive company profiles. The dataset is used for sales, marketing, research, master data management, credit risk, and supplier risk products. It is also licensed to many other vendors (the majority of which are not allowed to publish the provenance of their data). While sales reps do not use inactive companies, they are important for risk products, master data management, compliance, and database cleansing.
Two key features of the WorldBase data set are the D-U-N-S Number, their de facto global numbering system, and global linkages which tie together global company family trees.
Poor data quality is a disease which slowly destroys the value of your marketing database. Quality is damaged through incomplete information, poor data entry, and data decay. A traditional response is to purchase new records, but this only provides a temporary (and expensive) respite from your data quality issues.
The data I’ve seen indicates that contacts decay at a 25 to 30 percent annual rate. This means that a prospect list that is 90 percent accurate today will be little more than 50% accurate two years later. Thus, a prospect list purchase strategy is like steroids, it makes your marketing database look healthier on the day the list is purchased, but it simply masks the growing disease within your database. Treating one or two symptoms does not address the underlying problem — a lack of a broad, continuous data strategy.
However, if you take a holistic view around data quality which includes continuous DaaS validation, ABM look-a-likes, web form enrichment, lead-to-account mapping, duplicate management, data standardization, and reference database appends, you will have a healthy database that ensures your MAP and CRM platforms contain the richest, most accurate data.
Vendors that support holistic data quality include ReachForce, D&B Optimizer (FKA Workbench), Zoominfo, InsideView, Oceanos, and Openprise. So if you are concerned about your ability to target, segment, pass quality leads to sales, score leads, or build predictive models, then begin with a holistic data strategy. Symptoms of poor data quality include high email bounce rates, declining email sender scores, returned direct mail, duplicate records, incomplete records, accelerating unsubscribe rates, and sales reps that ignore your marketing qualified leads.
Any firm that is adopting ABM, advanced lead scoring, a single view of the customer, or predictive analytics, should begin with a holistic data quality strategy. Otherwise, these advanced marketing strategies are bound to fail.
Last week, Dun & Bradstreet CEO Robert Carrigan resigned as CEO, board member, and Chairman. In his absence, Thomas Manning has been appointed Chairman and interim CEO. Manning has been a board member since 2013 and Lead Director since 2016. He previously served as the CEO of Cerberus Asia Operations & Advisory Limited, CEO of Capgemini Asia, and CEO of Ernst & Young Consulting Asia. He was also a senior partner with corporate strategy firm Bain & Company where he led the global IT practice in Silicon Valley and Asia.
No reason was given for Carrigan’s departure beyond that it was a mutual decision.
“Over the last four years we have made progress transforming this company. We’ve improved our data and analytics, developed solutions and capabilities to serve new customer use cases, and modernized our products and platforms. The Board is confident in the strategic direction of the Company, and fully believes that this business can deliver sustainable mid-single digit revenue growth and expanding margins. Our number one priority is accelerating value creation for shareholders.”
Dun & Bradstreet Chairman and interim CEO Thomas Manning
However, the company is not growing revenue and profits quickly enough. To address the slow growth, the firm engaged McKinsey & Company two months ago in a strategic and operational review “to help us find ways to speed up the time to realize value,” said Manning. “The first phase of their work validated our strategy and identified barriers to growth and cost opportunities. The next phase of their work will include a full portfolio and business assessment and we are open to considering all options for value creation that may be identified.”
McKinsey validated the basic DaaS strategy around premium company, contact, and risk data. McKinsey’s primary concern was the “breadth of our offerings and distribution channels” which increased the level of operational complexity. The updated strategy will look to “simplify and streamline the business.”
Dun & Bradstreet is also looking to “apply more specialization to our selling activities as we go deeper into the sales and marketing space,” said Manning. “As we expand our sales and marketing value proposition from being primarily a static data supplier to becoming a dynamic player in the digital sales, marketing and advertising space, we are working to make sure that our organization, go-to-market strategy and processes are aligned with that goal.”
The firm hired David Godfrey, who previously ran Global Sales at Gartner, to oversee go-to-market strategy and execution. He will be reporting into Manning.
James Fernandez, new Lead Director of the Board, said, “As Dun & Bradstreet continues its work to drive sustainable growth, the Board believes now is the right time to transition the Company’s leadership. We are pleased to have a leader of Tom’s caliber and experience to step in as interim CEO. The Board will continue to support the Company, and lend our expertise to the organization and Tom during this transition period as we conduct our search for a permanent successor.”
Q4 earnings increased 3%, but only 1% organically, to $527 million. Total revenue hit $1.75 billion in 2017 with 83% in the Americas. The firm maintained expense discipline resulting in a ten-basis point improvement in margins while investing $40 million on initiatives which “transform our technology platforms in order to meet our customers’ modern-day needs,” said CFO Richard Veldran. “Modernizing delivery of our solutions is a critical component of our strategy.”
Data-as-a-service delivery continues to increase. Nearly 30% of Americas revenue came via as-a-service solutions “which makes our data stickier and more useful for our customers and drives higher-value revenue.”
Amongst the 2017 initiatives were upgrades to D&B Credit and new D&B Optimizer solutions for Salesforce and Microsoft.
Deferred revenue was up 3% year over year before M&A activity and currency adjustments. Growth was attributed to D&B Credit, D&B Hoovers Q4, and the D&B Direct API. President and COO Josh Peirez noted that the D&B Credit Suite revenues were no longer declining and that the company is well-positioned in D&B Credit, D&B Hoovers, and D&B Direct.
“We think we’re well-positioned to address the competitive challenges. We’re also pleased that McKinsey has validated that opportunity and that strategy and helping us to make sure that we are packaging and bundling these things properly.”
Dun & Bradstreet President & COO Josh Peirez
Taxes, which were 31.4% in 2017, are expected to drop to the mid-20s due to the US corporate tax reforms. The reforms will also allow the firm to repatriate $265 million to reduce debt levels.
No guidance was provided as the firm is beginning their operational review. Veldran promised more details on the Q1 call.
Dun & Bradstreet raised its quarterly dividend by two cents to $0.5225 per share.
The market reacted very positively to the announcements, driving Dun & Bradstreet’s stock price up nearly 8% after the earnings call.
Sales & Marketing Solutions (S&MS) rose 4% in the Americas to $240.1 million in Q4. Growth was led by Sales Acceleration products which rose 9% to $84.3 million. For the full year, Sales Acceleration grew 10% to $288.4 million in the Americas with the Avention acquisition contributing twelve points of growth. Legacy Hoover’s drove down organic Sales Acceleration revenue with traditional Hoovers revenue declining by mid-single digits.
Revenue for the new D&B Hoovers service (Dun & Bradstreet content delivered through the Avention platform) increased in 2017. However, the decline in revenue from the Data.com partnership will result in a decline in 2018 Sales Acceleration revenue. Data.com generated around $50 million in revenue in 2017 with the firm continuing to sell through August 2017, resulting in a flat year. Veldran projects a $15 million decline in Data.com revenue. Dun & Bradstreet is looking to recapture some of that decline as new D&B Hoovers and D&B Optimizer for Salesforce contracts.
Peirez is quite pleased with the trajectory of the D&B Hoovers business. “We think our products are far better than anything else in market. We continue to see the overwhelming majority of customers that are buying our D&B Hoovers product buying the higher level of the product with the integrations to CRM, so that’s extremely encouraging for us.”
The firm is also moving to migrate its Hoover’s customer base over to D&B Hoovers. In Q4, more than ten percent of the legacy base moved to the new platform as Dun & Bradstreet “started to move very aggressively in getting the customers upgraded,” said Peirez. While the D&B Hoovers Suite grew low-single digits in its first year, Peirez expects growth to accelerate in year two. The company has told users that the legacy platform will be phased out at the end of the year.
Advanced Marketing Solutions grew 2% in Q4 to $155.8 million in the Americas. For the full year, growth was 2% to $383.9 million. While revenue was up mid-single digits in H2, the product line was weighed down by H1 weakness.
Outside the Americas, S&MS grew 17% to $16.9 million in Q4. For the year, S&MS non-Americas revenue rose 18% to $60.4 million. Growth was driven by Sales Acceleration products, including the acquired Avention product line. Sales Acceleration products jumped up 24% to $7.5 million in the quarter and 39% to $27.7 million for the year.
The D&B Hoovers Suite rose 26% to $42.6 million in the Americas in Q4 and 22% to $166.5 million. Outside of the Americas, D&B Hoovers Suite rose from $0.6 million to $5.3 million in Q4 and $3.1 million to $16 million. While the classic Hoover’s product line had little overseas sales, the new D&B Hoovers product line, built on the Avention platform, benefited from a longstanding presence in the UK, Singapore, Australia, and India.
As we are one month away from the new year, it is a good time to think about budgeting for data quality in 2018.
I know it isn’t glamorous, but that doesn’t mean it is unnecessary.
Data Quality software is markedly improved over the past few years. No longer is it necessary to download and forward a file to a vendor and wait for them to process your marketing file. Sales and Marketing Operations can now setup automated cloud cleansing that works within Marketo, Eloqua, Salesforce, Microsoft Dynamics, and other enterprise applications. B2B vendors to consider include Dun & Bradstreet, InsideView, Zoominfo, and ReachForce.
These platforms perform both initial batch match & append and ongoing enrichment, ensuring that your sales and marketing files have both accurate and complete data. These services also support company and contact prospecting, data health reports, suppression lists, and segmentation reporting. A few even offer free data quality reports, deduplication, technographic enrichment, nixie files (defunct companies and departed exec files), web form support, sales intelligence services, and contact verification and standardization (e.g. address, phone, and email) for non-matched records.
As these services reside in the cloud and offer cloud connectors for the major MAPs and CRMs, the operational overhead is minimal allowing operations to focus on ABM look-a-likes, segmentation, and improved targeting instead of file management.
What’s more, data quality improvements benefit sales, marketing, and downstream systems. A record cleansed and verified as it is created costs much less than a bad record passed down to other enterprise platforms. Beyond direct cost reduction (storing bad data, marketing to departed execs, sales calls to abandoned voicemails, reduced time keying and updating records manually), there are improvements to segmentation, targeting, lead scoring, lead routing, and messaging.
So budget for data quality in 2018. It isn’t glamorous, but it is effective.