Bring ad spend, conversions, calls, and call recording analysis into a single sales workflow.
Business Process Mapping · Product Design and Development
Telemarketing Team Data Hub · Interactive DemoOpen separately
This demo runs the original Pocket Assistant interface and uses real records from April–May 2026 with sensitive information removed: sales staff use aliases, and customer names, phone numbers, and other details have been hidden. The knowledge base and sales SOP use 42 complete calls from April; brand names, product names, and place names in the transcripts have been replaced with asterisks. Call recordings are not available for playback. Actions requiring a local server, such as downloading recordings, will not be performed in the demo.
Project Overview
The Problem to Solve
Conversion, lead, and call information is scattered, so managers need to trace results back to the sales process.
Telemarketing management involves several kinds of information at once: how many leads advertising generates, who those leads are assigned to, how many calls employees make, and which calls ultimately result in conversions. Looking only at conversion figures makes it difficult to tell whether the issue is lead quality, contact rates, or sales activities.
I organized these day-to-day management challenges into a single workspace. Outcome data answers “What happened?”, calls and recordings show “What was the process like?”, and the sales SOP captures practices worth learning from.
My Work · Business Process Mapping · Product Design and Development
Starting from the telemarketing team's workflow, I designed and developed five feature areas: ad spend and conversions, knowledge capture, data dashboards, sales SOPs, and analysis of the public lead pool. In mapping the workflow, I focused on distinguishing the outcomes managers need to see, the actions taken during the sales process, and the materials to revisit during reviews.
Organize business information such as employee conversions, lead assignment, and ROI.
Design a summary dashboard for viewing call data by day, week, and month.
Use user accuracy and completion of sales activities in call recordings as two analysis dimensions.
Bring analysis of exemplary calls and comparison of leads in the public pool into the same workflow.
Project Overview · Design and Development Based on Business Processes
Ad Spend, Assignment, and Conversions
View employee conversion and lead assignment details, and calculate ROI alongside advertising results, bringing spend, assignment, and conversions together for analysis.
Call Data Dashboard
Summarize call volume, answer rate, and total duration, and track changes by day, week, or month. Preserve filters and trends to help managers review different time ranges.
Call Recording Analysis and Scoring
Compile employees’ call recordings and analyze them for user accuracy and completion of sales actions, then assign an overall score to inform call reviews.
Document the Sales Closing SOP
Break down successful sales calls and organize key scripts, actions, and the order of steps into an SOP the team can read and discuss.
Public Lead Pool Analysis
Compare connection and contact-add rates across leads in the public pool to inform follow-up and lead usage.
Delivered
Bring business data, call reviews, and sales insights together in one management workspace.
The project organized features ranging from business data displays to call recording reviews: it retains summary metrics and trends while providing access to details such as employee sales and lead assignments; teams can review call processes and document successful sales practices.
Teams can spot changes in summary data, then return to employee details and call recordings to discuss the reasons and turn successful sales practices into an SOP. This is my approach to bringing data, processes, and experience into one workspace based on management needs.
Looking Back on This Work
This project made me pay closer attention to how metrics relate to one another. The same sales outcome may stem from different lead quality and sales processes. Bringing data together is only the starting point; users also need to know when to review recordings and when to hold a retrospective.
One area worth improving next is the connection between metric definitions and action entry points, so that when teams spot an anomaly, they can more easily return to the specific call and business action.
Use business processes to define modules instead of organizing them solely by report category.Discuss lead quality separately from sales actions.Keep the connections between details, recordings, and SOPs.
Leave your contact details, and I’ll get in touch with you personally
Start accelerating your business with AIChat with me
Leave your contact details, and I’ll get in touch with you personally; if you have a question first, you can also type it below.Your message will be sent to me in real time. Replies will appear here, and you can still see them if you close the webpage and come back later.
Your mobile number will only be used to contact you and will not be made public.
Hello, I’m Yaki Nie. Leave your mobile number, name, and industry, and I’ll get in touch with you as soon as possible to discuss how your business can use AI to accelerate growth.