Consulting Firm Enhances Knowledge Management with Needl.ai's AskNeedl Agent
A global consulting and professional services firm with more than tens of thousands of consultants worldwide. The firm works across multiple industries, delivering strategy, assurance, and advisory services, and manages extensive internal knowledge assets including presentations, case studies, and video transcripts.
Challenge
Analysts were finding it difficult to keep pace with the growing volume and complexity of credit reports. Manual processing of lengthy, unstructured documents under tight deadlines slowed turnaround time, created inconsistency, and limited scalability.
Slow Turnaround
Report preparation often took over a day, delaying evaluations during peak review periods.
Disclosure Oversight
Identifying contingent liabilities, audit flags, and key disclosures was time-consuming and error-prone.
Analyst Bandwidth
Analysts spent more time on formatting and data extraction instead of applying credit judgment.
Scaling Bottlenecks
Manual workflows struggled to handle 15,000+ reports a year across varied formats and sectors.
Solution
The firm adopted Needl.ai's Reporting Agent to automate annual report summarization and streamline credit workflows. The solution was deployed in phases to cover both public and private company analysis, with secure integration into the firm's private cloud.
AI-Driven Report Structuring: Automatically summarized annual reports into prioritized sections aligned with the firm's credit review process.
Sector-Specific Templates: Created 15+ custom templates to extract and organize key financial insights using customer-defined logic.
Multi-Format Delivery: Enabled analysts to access structured reports in Word, PDF, or HTML format, as well as through API, dashboard, or email.
Private Cloud Deployment: Ran securely within the firm's AWS environment with GPU provisioning and complete infrastructure control.
Outcome
Research that once took hours now takes minutes. AskNeedl has improved how quickly our partners access and use institutional knowledge.
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