Research Workflow Engine
Standardize investigative research workflows with traceable documentation and checkpoints.
Challenges
Deep research breaks at scale. Agentic AI is required to transition from manual document skimming to comprehensive, evidence-based synthesis without information overload.
Cognitive Overload
Analysts must consume hundreds of pages across PDFs, web reports, and internal wikis to answer a single strategic question. The volume exceeds human processing capacity, leading to missed insights.
Trust and Hallucination
Generic AI tools summarize text but often fabricate facts or lose context. Without reliable citations, professionals cannot trust the output for high-stakes decision-making.
Fragmented Synthesis
Connecting the dots between a market trend in an external news report and a financial risk in an internal memo requires manual cross-referencing. This synthesis is slow, biased, and difficult to scale.
Slow Time-to-Insight
delivering a comprehensive research briefing takes days or weeks. In fast-moving markets, this latency renders the intelligence obsolete by the time it reaches leadership.
What Defines Us
Redefining knowledge discovery with Agentic AI – where synthesis meets provenance, depth, and speed.
AI-Powered Research for Accuracy and Scale
Reimagine information retrieval with AI agents that work autonomously to ingest, read, and understand complex queries across your entire data estate (internal and external). Unlike simple search engines that return links, the agent reads the documents, extracting relevant facts, tables, and nuances to construct a coherent answer.
With built-in citation mapping, hallucination checks, and multimodal analysis (reading charts and graphs), achieve analyst-grade accuracy and instant verifiability. Gain real-time visibility into knowledge gaps and emerging themes. Beyond summarization, the system delivers intelligence by structuring unstructured information into comparative tables, SWOT analyses, or executive briefings, tailored to the user's specific intent.
Template-Free, Citated Insight Extraction – in a Few Clicks
Generate comprehensive research reports, comparative matrices, and topic summaries without manual reading. AI-driven accuracy that scales seamlessly with your knowledge base.
reduction in time-to-insight
citation accuracy for every claim
increase in document coverage per analyst
hallucination risk via grounded generation
See Research Workflows in Action
Observe how research tasks move from collection to conclusion with full visibility and validation.
Verify with Precision
Click on any generated sentence to instantly view the source document, page number, and highlighted text snippet.
Synthesize Across Sources
Automatically detect conflicting data points between documents and present them for analyst review (e.g., "Report A says X, Report B says Y").
Scale Knowledge Access
Democratize access to deep technical or market knowledge, allowing junior staff to answer complex questions with senior-level accuracy.
Align Teams
Create a shared, queryable knowledge layer where the organization's collective intelligence is instantly accessible and always up to date.
Get the answers you need
Find clarity on our solutions, capabilities, and how we can support your business.
Information retrieval is a process where the information from a document or a set of documents is sorted and delivered as per the requirements expressed in the user query after examining a collection of documents.
Leveraging AI in the Information retrieval process automates information retrieval processes from research or analyst reports through automated extraction and classification of data. Be it an equity researcher gleaning for 'that' one single information edge inside an investment bank or a Scientist searching for that magical molecule in her/his planet-saving vaccine development, the common challenge is combing through the thousands of research papers and reports. While criticality of the information they are looking for is in no doubt, it is monotonous and tedious to read pages after pages for hours and days.
Botminds AI provides these knowledge warriors the tool they need to reimagine the research process for the AI era.
Botminds provides end-to-end information extraction (including images, and scanned pdfs) from research sources such as scientific papers, annual reports etc. with very high accuracy. >> Botminds AI platform has a higher degree of accuracy compared to alternatives in the market >> Botminds AI template-free ‘Document Automation Platform’; and required no coding >> It is beyond an RPA or OCR or RPA+ OCR solution >> The platform continuously learns thereby resulting in better predictions and accuracy
Botminds platform can extract information from research reports in the form of PDF, JPEG, PNG, BMP, ZIP and other file formats; as well as web pages.
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