Valuable insights in an investigation often begin with what’s already out there.
Publicly available information – business records, court filings, sanctions lists, media coverage – can be the key to uncovering hidden relationships, assets, and risks. It plays a vital role across investigative disciplines, supporting due diligence, lifestyle audits, fraud investigations, asset tracing, reputational risk reviews, and internal misconduct cases.
But for all its value, it’s rarely easy to work with.
The challenge lies in its volume, variety, and inconsistency. Finding what matters, and verifying it quickly, remains a major bottleneck for investigative teams.
Too much data, not enough time
Much of the most useful intelligence sits across a sprawling mix of publicly available sources – corporate registries, compliance databases, court filings, local news sites, social media, and leaked datasets. These are often presented in unstructured formats like PDFs, flat websites, or scanned documents, spread across jurisdictions and languages.
To make sense of it, investigators must run countless combinations of names, aliases, locations, and organisations. Each source requires a different search approach, and none are built for speed or consistency. Valuable time is lost to manual searching, cross-checking, and filtering out irrelevant results, while critical links and risk indicators may go unnoticed whilst attempting to assimilate all the relevant information.
How DeepDive is changing the game
Fortunately, skilfully applied Artificial Intelligence is rapidly transforming how investigators can engage with publicly available information, shifting the workflow from manual searching to automated understanding.
Here's what DeepDive now makes possible:
- Structured extraction from unstructured sources
People, places, organisations, values, and dates can all be pulled from messy, unstructured content and automatically organised for analysis. - Noise reduction and relevance filtering
Irrelevant matches are removed and false positives filtered out, freeing analysts to focus only on what matters.
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LLMs built to write reports
No more stitching together screenshots, PDFs, and notes. Findings are centralised, linked back to their sources, and traceable end to end. -
AI engines that can answer questions about the search
Analysts can interrogate findings directly by asking questions, digging deeper without needing to re-run searches.
Why this matters for due diligence and fraud investigations:
- Faster, deeper, more defensible investigations
AI provides broader coverage with consistent methodology and full traceability. Manual searching is replaced by automated understanding, freeing time and budget for higher-value analysis. - Lifestyle audits become dramatically more efficient
Hidden assets, undisclosed relationships, behavioural patterns, and inconsistencies surface quickly.
- Analysts focus on judgement, not data hunting
The heavy lifting is automated, allowing specialists to spend more time interpreting and assessing risk. - Investigations become scalable
What once took days can now be done in minutes – with greater depth, accuracy, and consistency.
Enter DeepDive
At Salient, we specialise in helping legal and investigative teams make sense of complex data. We’ve seen firsthand how time-consuming and inconsistent open-source intelligence gathering can be – and we’ve also seen how the right technology can change that entirely.
That’s why we’ve chosen to partner with DeepDive, a purpose-built AI Knowledge Engine at the forefront of this field. As DeepDive’s primary channel partner for sub-Saharan Africa, we’re making its capabilities – across due diligence, corporate investigations, lifestyle audits, litigation research, and fraud reviews – available to our clients throughout the region, backed by our own deep domain expertise and local support.
What DeepDive delivers
- Automated global search with multilingual, multi-alphabet permutations.
- AI-powered extraction of entities (people, organisations, events, assets, values, dates) from unstructured data.
- False positive reduction using entity resolution and adversarial AI.
- Machine-generated knowledge base with statements that are scored for confidence, cross-checked by adversarial AI, and compiled into a structured, traceable format ready for reporting.
- Automated reports summarising key findings, red flags, and links to source material.
- Chatbot interrogation to explore risks or clarify findings on demand.
The business impact
- Massive time savings: AI handles reading, clustering, and summarising – tasks that normally take hours or days.
- Higher accuracy: False positives are reduced, and meaningful connections surface quickly.
- Broader reach: Automated, multilingual search uncovers insights across jurisdictions and formats.
- Regulator-ready output: Structured, cited reports ensure consistent, defensible results – ideal for compliance, investigations, and litigation.
Smarter decisions start here
By removing the bottlenecks in accessing and analysing publicly available information, DeepDive empowers investigators to focus on what they do best: interpreting evidence, identifying patterns, and making informed decisions.
If you’re interested in harnessing this powerful tool for your organisation, contact us today to find out more.
