Ample is a VISA partner and an innovative sustainability solution provider helping payment networks and banks identify responsible businesses and create sustainable loyalty programs by highlighting the social and environmental impact of merchants.
Challenges
A team of analysts buried in reports, with no way to scale
Ample's sustainability insights depended entirely on manual analysis. A dedicated team of analysts would process sustainability reports by hand, extracting data points, cross-referencing metrics, and compiling findings into structured outputs. The work was painstaking, repetitive, and slow. As Ample's client base grew, the model stopped scaling. Every new report meant more analyst hours, longer turnaround times, and rising costs. The team was spending the bulk of their time on extraction and formatting rather than strategic analysis, and there was no way to increase throughput without proportionally increasing headcount.
An AI platform that reads, extracts, and analyzes sustainability reports autonomously
Neural Lab built an AI-powered platform that automates the full sustainability report analysis workflow. Reports are ingested and processed using retrieval-augmented generation (RAG), which allows the system to extract relevant data, interpret context, and generate structured sustainability insights without manual review. The platform also incorporates agentic AI capabilities, enabling it to handle multi-step analysis tasks autonomously: identifying relevant metrics, cross-referencing across reports, and producing ready-to-use outputs. What previously required a team of analysts working over weeks can now be completed in seconds, with consistent accuracy across every report.
One AI platform replaces a full team of analysts
Ample replaced an entire team of analysts with a single AI-powered platform. Operational costs dropped significantly while the speed and consistency of sustainability insights improved across the board. Reports that previously took weeks to process are now completed in seconds. With the manual workload eliminated, Ample's remaining team shifted focus from data extraction to strategic sustainability initiatives, driving higher-value work for their clients and stakeholders. The platform gave Ample a scalable foundation for growth: new reports and clients no longer require additional headcount.
Success
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