FREELANCE AGENTFreelance Agent
Designed and operated an AI sales system connecting opportunity discovery with request assessment, contextual customer conversations, CRM records and follow-up. Conversation history, customer status and pricing rules remain available throughout the workflow, while the person running sales can review replies, follow next actions and take over customer communication.
A functional map showing the main parts of the product.
The product workflow
- 01 / 04
Find and assess opportunities
Requests are assessed against the offered services to identify relevant opportunities.
- 02 / 04
Converse with customer context
Conversation history, customer needs and service rules inform replies and next-step assessment.
- 03 / 04
Record status and decisions
Communication history, customer stage and the next action are retained in the CRM.
- 04 / 04
Follow up with human oversight
The sales operator reviews progress, makes decisions and takes over the conversation when needed.
Scope and key decisions
- 01
Sales as a connected process
The system needed to connect opportunity discovery with communication and follow-up. I designed it so the initial request, assessment, conversation and customer status belong to one process, giving the operator a history-informed view of each opportunity.
- 02
Models within the sales context
Models work with conversation history, service rules and pricing context. I built the model-integration layer, persistent workflow state, communication-channel connections and CRM so replies remain grounded in the individual customer's context.
- 03
Visible to the person running sales
Conversation review, customer stages, next actions and human takeover are part of the product. My responsibility covers process design, connected-service development, deployment and operation of the private system.
Product components
- 01Relevant-opportunity discovery and assessment
- 02Contextual conversations informed by service rules
- 03CRM, customer stages and next actions
- 04Review, follow-up and human takeover
- 05Connected services, persistent state and operation
Let’s discuss your project.
Describe the problem and scope so we can work out how to design and build it.
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