Overview

Deciphex, a global leader in AI-powered digital pathology, was struggling to scale its revenue operations due to foundational issues within its HubSpot CRM. The team faced a two-part challenge: unreliable data and inefficient processes. Inconsistent data entry, duplicate fields, and a lack of governance created broken workflows and untrustworthy reports. This, in turn, led to unclear customer journey stages, time-consuming manual lead qualification, and an inability to accurately track marketing ROI.

By partnering with RevOps Automated, Deciphex executed a complete overhaul of its data model and sales pipeline. The project focused on establishing a clean data foundation and then building an automated, data-driven system on top of it. This transformed their sales and marketing functions, enabling scalable growth, accurate reporting, and a significant boost in efficiency and return on investment.

Challenges

Before engaging RevOps Automated, the Deciphex team faced several interconnected structural and operational issues that limited their growth:

• Duplicate and Conflicting Properties: Multiple fields were used to capture the same information, such as State and Country, but with different formats (e.g., free-text vs. dropdowns). This created widespread confusion and data fragmentation.

• No Data Governance Protocols: Without a clear framework, users were unsure which fields to update. This led to incomplete contact and company records, making segmentation and personalization nearly impossible.

• Broken Workflow Logic: Critical automation for lead nurturing and routing frequently failed because it relied on specific text values that were entered inconsistently.

• Inconsistent Lead Qualification & Routing: With unreliable location and engagement data, routing leads to the correct sales representative was a constant challenge. The sales team also lacked a standardized process for prioritizing and scoring incoming leads.

• Time-Consuming Manual Processes: Managing the customer journey from lead to sale was a manual effort involving spreadsheets and constant data entry, leading to major inefficiencies and missed opportunities.

• Inaccurate Reporting & ROI Tracking: The team had limited visibility into the effectiveness of their sales and marketing efforts. It was especially difficult to measure the ROI of key initiatives like industry conferences, making it hard to justify marketing spend and forecast revenue accurately.

The Solution

RevOps Automated implemented a comprehensive, two-phase strategy. First, we rebuilt Deciphex's data foundation, and second, we used that clean data to automate and optimize the sales pipeline.

Phase 1: Data Governance & Hygiene

The initial focus was on cleaning up the CRM to create a single source of truth for all data.

• Standardized Dropdown Fields: All free-text fields for critical data points like Country and State were replaced with standardized dropdown properties to ensure consistency.

• Workflow-Based Auto-Population: Intelligent workflows were built to automatically clean, format, and backfill property data across the database, using known information like IP-inferred regions to enrich records.

• Property Governance: Outdated and duplicate "red herring" properties were deprecated and hidden from user views, ensuring teams only used and saw the correct, up-to-date fields.

• Automation Repair: All broken workflows were identified and repaired to function correctly with the new, standardized data structure.

Phase 2: Sales Process Automation & Insights

With a reliable data foundation in place, RevOps Automated streamlined the entire sales process.

• Lifecycle Stage Automation: The manual process of moving leads through the sales funnel was replaced with automation. Leads now advance through stages based on defined engagement triggers and qualification criteria.

• Lead Object & Stage Tracking: A structured lead object was implemented to track a prospect's progression from a new lead to a Marketing Qualified Lead (MQL) and then a Sales Qualified Lead (SQL), giving sales clear, real-time priorities.

• Advanced Sales & Event ROI Tracking: A system was created to specifically track lead conversion from booth interactions at industry conferences, allowing Deciphex to finally measure the ROI of its event marketing and focus on high-return activities.

Results & Impact Metrics

The combined data and process optimizations delivered significant, measurable improvements across Deciphex's entire revenue operation:

📊 90%+ reduction in manual processes – Automated reporting and lifecycle tracking eliminated inefficient spreadsheets and manual data entry.

📈 65% faster lead qualification – Sales can now identify and engage high-intent leads more efficiently.

💰 30% higher ROI on conference marketing efforts – Clear tracking of booth-driven conversions allowed Deciphex to optimize its event marketing spend.

⚙️ 27% improvement in workflow enrollment – With accurate data, automated workflows now function as designed without failing.

📊 38% improvement in data fill rates – More complete records led to better segmentation, analytics, and personalization.

🔍 Increased visibility into lead conversion – Real-time insights into the MQL-to-SQL pipeline provided a clear view of sales priorities and pipeline health.

🚀 Streamlined handoffs between Marketing & Sales – Clearly defined lifecycle stages ensure seamless ownership and prevent leads from falling through the cracks.

🎯 Improved forecasting & pipeline accuracy – Data-driven insights now support more reliable strategic planning and sales projections.

⏱️ Lower administrative burden on RevOps and Sales – Teams no longer waste time guessing which fields are correct or manually updating records.