Matching using agent/caller sensitivity to performance
A method, system and program product, the method comprising: obtaining for each call in one set of calls a respective pattern representing multiple different respective data fields; obtaining performance data for the respective patterns of the calls; obtaining performance data for the respective agents; determining agent performance sensitivity to call pattern performance for agents in a set of agents comprising the agent performance data correlated to call performance data for the calls the agent handles; and matching a respective one of the agents from the set of agents to one of the calls based at least in part on the performance data for the respective pattern of the one call and on the agent sensitivity to call performance for the respective one agent of the set of agents.
1. A method for pairing in a contact center system comprising:
obtaining, by at least one computer processor communicatively coupled to and configured to operate in the contact center system, historical contact-agent interaction data;
identifying, by the at least one computer processor, a plurality of agents;
determining, by the at least one computer processor, a performance sensitivity measurement for each agent of the plurality of agents based on the historical contact-agent interaction data;
determining, by the at least one computer processor, a first subset of agents of the plurality of agents and a second subset of agents of the plurality of agents based on the performance sensitivity measurement for each agent;
establishing, by a routing engine of the contact center system, a communications channel between communication equipment of a first agent of the first subset of agents and communication equipment of a first contact based upon a first matching strategy; and
establishing, by the routing engine of the contact center system, a communications channel between communication equipment of a second agent of the second subset of agents and communication equipment of a second contact based upon a second matching strategy.
2. The method of claim 1 , wherein the first agent is relatively more likely to produce a favorable outcome than the second agent regardless of a performance measurement of the first contact.
3. The method of claim 2 , wherein the first agent has a relatively low performance sensitivity measurement.
4. The method of claim 1 , wherein the first agent is relatively less likely to produce a favorable outcome than the second agent regardless of a performance measurement of the first contact.
5. The method of claim 4 , wherein the first agent has a relatively high performance sensitivity measurement.
6. The method of claim 1 , wherein the first subset of agents comprises agents in the plurality of agents with relatively low performance sensitivity measurements, and wherein the second subset of agents comprises agents in the plurality of agents with relatively high performance sensitivity measurements.
7. The method of claim 6 , wherein the performance sensitivity measurement is based on data for at least one of sales, customer retention, contact handle time, customer satisfaction, revenue, first call resolution, units sold, or transaction points.
8. A system for pairing in a contact center system comprising:
at least one computer processor communicatively coupled to and configured to perform contact-agent pairing operations in the contact center system, wherein the at least one computer processor is further configured to:
obtain historical contact-agent interaction data;
identify a plurality of agents;
determine a performance sensitivity measurement for each agent of the plurality of agents based on the historical contact-agent interaction data;
determine a first subset of agents of the plurality of agents and a second subset of agents of the plurality of agents based on the performance sensitivity measurement for each agent;
establish, by a routing engine of the contact center system, a communications channel between communication equipment of a first agent of the first subset of agents and communication equipment of a first contact based upon a first matching strategy; and
establish, by the routing engine of the contact center system, a communications channel between communication equipment of a second agent of the second subset of agents and communication equipment of a second contact based upon a second matching strategy.
9. The system of claim 8 , wherein the first agent is relatively more likely to produce a favorable outcome than the second agent regardless of a performance measurement of the first contact.
10. The system of claim 9 , wherein the first agent has a relatively low performance sensitivity measurement.
11. The system of claim 8 , wherein the first agent is relatively less likely to produce a favorable outcome than the second agent regardless of a performance measurement of the first contact.
12. The system of claim 11 , wherein the first agent has a relatively high performance sensitivity measurement.
13. The system of claim 8 , wherein the first subset of agents comprises agents in the plurality of agents with relatively low performance sensitivity measurements, and wherein the second subset of agents comprises agents in the plurality of agents with relatively high performance sensitivity measurements.
14. The system of claim 13 , wherein the performance sensitivity measurement is based on data for at least one of sales, customer retention, contact handle time, customer satisfaction, revenue, first call resolution, units sold, or transaction points.
15. An article of manufacture for pairing in a contact center system comprising:
a non-transitory processor readable medium; and
instructions stored on the medium;
wherein the instructions are configured to be readable from the medium by at least one computer processor communicatively coupled to and configured to perform contact-agent pairing operations in the contact center system and thereby cause the at least one computer processor to operate so as to:
obtain historical contact-agent interaction data;
identify a plurality of agents;
determine a performance sensitivity measurement for each agent of the plurality of agents based on the historical contact-agent interaction data;
determine a first subset of agents of the plurality of agents and a second subset of agents of the plurality of agents based on the performance sensitivity measurement for each agent;
establish, by a routing engine of the contact center system, a communications channel between communication equipment of a first agent of the first subset of agents and communication equipment of a first contact based upon a first matching strategy; and
establish, by the routing engine of the contact center system, a communications channel between communication equipment of a second agent of the second subset of agents and communication equipment of a second contact based upon a second matching strategy.
16. The article of manufacture of claim 15 , wherein the first agent is relatively more likely to produce a favorable outcome than the second agent regardless of a performance measurement of the first contact.
17. The article of manufacture of claim 16 , wherein the first agent has a relatively low performance sensitivity measurement.
18. The article of manufacture of claim 15 , wherein the first agent is relatively less likely to produce a favorable outcome than the second agent regardless of a performance measurement of the first contact.
19. The article of manufacture of claim 18 , wherein the first agent has a relatively high performance sensitivity measurement.
20. The article of manufacture of claim 15 , wherein the first subset of agents comprises agents in the plurality of agents with relatively low performance sensitivity measurements, and wherein the second subset of agents comprises agents in the plurality of agents with relatively high performance sensitivity measurements.
21. The article of manufacture of claim 20 , wherein the performance sensitivity measurement is based on data for at least one of sales, customer retention, contact handle time, customer satisfaction, revenue, first call resolution, units sold, or transaction points.