Manual Lead Qualification
Every time a salesperson opens a CRM, studies a potential client's profile, searches for their company on LinkedIn, and decides whether to call, they're performing work that an algorithm can do in a second. Modern qualification tools can evaluate leads based on dozens of parameters: industry, company size, website activity, contact job title, and ICP compliance.
Manual qualification costs an average of 8-12 minutes per lead. At 50 leads per day, that's an hour and a half of SDR time each day. Automating this step frees them up for real conversations with clients.
Three Processes for Rapid Automation
Invoice reconciliation is one of the most painful processes for finance teams. Manually reconciling an invoice with an order and contract takes 5 to 20 minutes per document. Companies that have switched to automatic reconciliation have reduced invoice processing time by 70-85%.
Generating status reports is another candidate for automation. Managers spend up to four hours a week collecting data from different systems into a single document. All this can be automated in a single evening of setup: connect data sources, set a template, and the report will be generated automatically. Data transfer between systems rounds out the top three: CRM, ERP, and spreadsheets—this integration requires manual effort in 73% of companies, although it can be solved with standard integrations.
Automated Meeting Recaps
Last on our list, but first in terms of impact on team effectiveness, is automated meeting recaps. Today, virtually any call can be transcribed and key decisions, actions, and responsibilities automatically highlighted.
Companies that have implemented this practice have seen a 60-80% reduction in "lost decisions"—when meeting participants disagree on the outcome—increased. People have started looking at the document rather than relying on memory.
Where to start today
Choose one of the five processes that takes up the most time for your team right now. Conduct an hour-long experiment: record all the steps a person performs and estimate what percentage doesn't require human judgment.
If 70% or more of the steps are mechanical, automation is available and accessible. Most of the listed processes can be addressed using ready-made tools without programming. You can see the first results within a week.
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