Calculate Sales Probability Using AI

The headline stats

50
%
Increase in sales
20
%
Leads leading to 80% of sales
>
70
%
Accuracy
40
%
Increased sales efficiency

Conversion metrics boost sales outcomes

Sales propensity models are invaluable tools in the world of sales and marketing, revolutionising how businesses approach customer acquisition and retention. These models harness the power of data analytics and machine learning to predict which leads are most likely to convert into customers.

By identifying high-potential prospects, sales teams can prioritize their efforts and allocate resources more efficiently. This not only leads to an uptick in sales outcomes but also streamlines the entire sales process. Moreover, sales propensity models can uncover hidden patterns and customer preferences that human intuition might overlook, resulting in more targeted and personalized marketing strategies. In essence, they empower businesses to work smarter, not harder, ultimately driving revenue growth and enhancing operational efficiency.

Optalitix Models enables AI-driven sales models

Optalitix Models allows users to connect their model outcomes to a machine learning model. As Google Cloud Partners, we tend to use Google's AI systems due to their accuracy and simplicity of use. Connect website journeys to Optalitix Models using automatically generated APIs to create your sales propensity model.

Collect sales insights

Key information about sales prospects is stored by Optalitix Models from the API input, providing more insight on the customer such as age, geographical location, socioeconomic factors. Additional insight can be added using external data sources.

Identify sales signals

This data is used to identify sales signals by the machine learning models. If a sales signal is detected, the AI model built from this data will help identify probability of sale using the historic data. In most cases, a suitable model exists to cretae a sales "signal", allowing the sales team to identify the top 20% of leads that contribute to 80% of their sales. This allows your sales team to become more efficient and focused on the best leads, leading to far better sales outcomes. Clients using this system increased sales by 50% in the first year.

Benefits

  • Increase sales outcomes by identifying high potential prospects.
  • Reduce wasted sales time and costs.
  • Improve your understanding of product appeal and sales likelihood.
  • Enable personalised marketing to boost lead volume using data insights.

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Use cases

Underwriting workbench

Time to deploy models
<
5
mins
Est reduction in dev cost
80
%
Lines of business covered
>
15
Estimated ROI
>
10
x
See how we do it

Mortgage Lending Portal

Loans issued to date
£
7
bn
Existing brokers integrated
6000
Reduction in development cost
70
%
Loans issued
>
25000
See how we do it

Recommendation Engine

Consumers expecting personalisation
71
%
Ecommerce companies using personalisation
74
%
Potential uplift in sales
50
%
Time to deploy models
3
mins
See how we do it

Fraud Detection

Time to build fraud model
1
day
Time to deploy fraud model
5
mins
Annual UK insurance fraud
£
1100
m
Spend on insurance fraud
£
200
m
See how we do it

Calculate Sales Probability Using AI

Increase in sales
50
%
Leads leading to 80% of sales
20
%
Accuracy
>
70
%
Increased sales efficiency
40
%
See how we do it

Forecast clinic attendance

Accuracy of predictions
80
%
Reduced non-attendance
30
%
Speed of response
<
100
ms
System scalability (nr of calcs)
>
100
m
See how we do it

Optimising green energy utilisation

Increase in battery efficiency
15
%
Speed of response
<
50
ms
Scalability (nr of calcs)
>
100
m
Time to update model
<
3
minutes
See how we do it

Optimise clinic bookings

Increase clinic utilisation
20
%
Boost in profitability
50
%
Update time
3
minutes
Clinics using system
30
See how we do it

Credit calculator

Reduction in development time and cost
90
%
Avg model response time
<
100
ms
Scalabilty (nr of calcs)
>
4
m
Loans issued to date on the system
£
7
bn
See how we do it

Company calculators

Reduction in run time for batch calculations
90
%
Models hosted
>
5000
API calculations
>
4
m p.a.
Calculation nodes available
>
20
See how we do it

Create online pricing system

Time to deploy pricing model
<
5
mins
Scalability (nr of calcs)
>
100
m
Calculation speed
<
100
ms
Quotes processed
>
95
mil
See how we do it

Innovation in finance and banking

Loans issued p/a
> £
1
bn
Reduction in system build cost
80
%
Scalability
>
4
m p/a
UK brokers connected
>
6000
See how we do it

Insurance policy validation

Reduction in development time and cost
90
%
Number of database calls
>
100
m
Single hosted platform for all policy validations
1
platform
Security Certificates
ISO27001
& CyberEssentials
See how we do it

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