{"id":18221,"date":"2026-01-22T09:50:14","date_gmt":"2026-01-22T06:50:14","guid":{"rendered":"https:\/\/hqsoftwarelab.com\/?post_type=portfolio&p=18221"},"modified":"2026-01-22T11:09:49","modified_gmt":"2026-01-22T08:09:49","slug":"ai-based-assistant-for-analysts","status":"publish","type":"portfolio","link":"https:\/\/hqsoftwarelab.com\/portfolio\/ai-based-assistant-for-analysts\/","title":{"rendered":"AI-Based Assistant for Analysts: 80% Reduction in Report Preparation Time"},"content":{"rendered":"\n
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Highlights<\/h2>\n
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Need<\/h2>\n <\/div>\n

To streamline report creation, enabling analysts to prioritize strategic analysis and maintain high-quality output<\/p>\n <\/div>\n

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Solution<\/h2>\n <\/div>\n

Artificial Intelligence (AI)-based assistant for analysts<\/p>\n <\/div>\n

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Technologies<\/h2>\n <\/div>\n PostgreSQL<\/a>\n Docker<\/a>\n React<\/a>\n Python<\/a>\n TypeScript<\/a>\n AWS<\/a>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n\n\n
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80%<\/p>\n

reduction in report preparation time<\/p>\n <\/div>\n <\/div>\n

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30%<\/p>\n

increase in customer satisfaction<\/p>\n <\/div>\n <\/div>\n <\/div>\n

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4X<\/p>\n

reduction in number of errors in the data <\/p>\n <\/div>\n <\/div>\n

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3X<\/p>\n

increase in the department’s throughput capacity<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n<\/section>\n\n\n

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Results<\/h2>\n

By implementing HQSoftware’s AI assistant, our client significantly reduced report preparation time. As a result, the process time dropped from 10 hours to just 2 hours per client deliverable, all while ensuring data accuracy and consistency.<\/span><\/p>\n

Analysts shifted focus from manual data gathering and slide creation to strategic interpretation and high-value recommendations, which boosted team productivity and client satisfaction. The automated system also cut errors and enabled the firm to handle more reports monthly without adding headcount, turning reporting from a bottleneck into a competitive advantage.<\/span><\/p>\n

Customer<\/h2>\n

Our client is a medium-sized British consulting firm, specialized in delivering insights to the finance and retail sectors. They faced a critical challenge typical of growing businesses: their highly skilled analysts were bogged down by manual, time-consuming report preparation. Data, scattered across multiple sources such as CRM, BI dashboards, Excel spreadsheets, and client surveys, took 8–10 hours to consolidate for a single report. <\/span><\/p>\n

With increasingly tight deadlines and surging demand, partners voiced concerns that the team was “stuck in Excel,” unable to fully pivot from data collection and layout to delivering valuable strategic insights. The firm reached out to HQSoftware to develop an innovative solution to reduce report time preparation and allow their analysts to focus on high-value conclusions.<\/span><\/p>\n