Forecasting
Predict your short-, mid-, and long-term workload with machine learning that is always up to date.
Predicting the future? Tough. With over 100,000+ data points? Even harder. Poor data quality can result in mistakes, staff burnout, and financial losses. And when you add unexpected events that need last-minute fixes, things can quickly spiral out of control.
Understanding trends and patterns in your data is the key to making clear, accurate predictions for the future. With AI-driven, automated forecasts that are constantly up to date, you always have the best possible forecast, making strategic planning, scheduling, and intraday adjustments a breeze.
Accurately predicting staffing needs is the foundation for people-centric planning. Keep morale high by steering clear of under- and over-staffing, preventing overwork during peak periods, and disengagement during slower times.
Reliable and high-quality forecasts are crucial for meeting your customers’ expectations. Make informed decisions and consistently meet your service level goals, increasing customer satisfaction and, ultimately, your profitability.
Get self-learning forecasts that identify trends and patterns in your data and get more accurate every day.
Forecast across any communication channel such as calls, chat, email, and social media.
Import data from external systems through API, CSV uploads, or directly from your database
Plan strategically up to two years in advance, with precision down to 15-minute intervals.
Save and share forecast versions across time horizons to compare predictions with actuals and aid scenario planning.
Set individual service goals for every customer interaction.
Consider contact volumes within or outside of your business hours
Automatically include (inter)national holidays in your calculations.
Plan for marketing campaigns, maintenance, outages and other events that differ from day-to-day operations.
Edit any generated forecast based on your business insights.
“With Peopleware, not only have we dramatically improved customer service levels, we’ve reduced employee burnout and we’re saving over £100k a year.”
Kerry TurneyThomas Cook Group
Are you a growing business or dealing with a fluctuating workload? Then a smart forecast is the right choice for you. The self-learning algorithms recognize patterns, increase accuracy over time, and lead to better-informed decisions. If you are a small business with fixed shifts, you can still benefit from an automatically generated forecast based on average calculations.
Peopleware's forecasting system uses AI to predict upcoming workload based on the following:
Peopleware produces accurate forecasts for up to a year in advance, learning from the past and from your business intelligence. Still got questions? We are happy to explain!
The more data you have, the more accurate the forecast, particularly when you integrate external systems. However, even with a limited data set, a smart forecast can still generate reliable predictions. Our customers tell us that they reach up to 97% accuracy overall!
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