Cross-border M&A in the Gulf involves a legal research challenge that is structurally different from comparable transactions in common law jurisdictions. The sources are fragmented, bilingual, and partially codified at different levels of government. A deal team reviewing target company regulatory exposure in the UAE, Saudi Arabia, and Egypt simultaneously is not working with three versions of the same process. It is working with three distinct legal systems, each with its own combination of federal statutes, executive regulations, ministerial orders, and, in the UAE's case, free zone rules that may partially override the federal layer.
Where the time goes in MENA due diligence
We have worked through due diligence timelines with regional M&A teams, and the consistent finding is that legal research time in MENA transactions does not distribute the way it does in comparable UK or US transactions. In a Western context, the primary sources are centralised and largely searchable through a small number of database providers. The research challenge is reading and applying the law, not locating it.
In a MENA context, a meaningful portion of research time is consumed before any analysis begins, in source location. Finding the current version of a Saudi Royal Decree, confirming whether a UAE Cabinet Decision has been amended since the version available in the practitioner database, or identifying the applicable DIFC Law number for a specific commercial subject can each consume an hour that experienced practitioners elsewhere would consider non-billable overhead. Across a 20-document due diligence scope, that overhead compounds.
The other distinctive factor is Arabic-language source handling. Saudi legislation is published in Arabic and the official English translations, where they exist, often lag the amendments by months. A due diligence team relying on English-language translations is working with a legal position that may be out of date. Teams that can work in Arabic on primary sources are faster, but that capability is not uniformly distributed across a deal team, particularly when junior associates are handling the first-pass research.
The junior associate contribution problem
Senior practitioners in regional law firms have told us versions of the same concern: they want junior associates to contribute substantively to due diligence, but they spend considerable time reviewing first-pass work because the associate lacks the jurisdictional depth to know whether the source they found is the right one. The associate may correctly identify a relevant UAE Companies Law provision, not realise the target company is incorporated in a free zone with a different companies regime, and produce a research note that addresses the wrong body of law. The senior partner spends an hour correcting the jurisdictional framing before the analysis can begin.
This is not a failure of the associate. It is an information problem. The associate did not have a reliable way to determine, at the research stage, that the free zone has its own corporate governance rules that take precedence over the mainland federal law. A research tool that returns citations with jurisdiction scope indicated directly in the output changes this dynamic. The associate sees in the response that the cited provision applies to mainland UAE entities, and that free zones with their own company regulations require a separate search. That scoping information reduces rework.
A scenario from recent practice
To make this concrete: a regional mid-market deal team was conducting due diligence on a UAE holding company with subsidiaries in DIFC and in Abu Dhabi Global Market in early 2025. The core question was whether the holding company's related-party transaction policy was compliant across all three regulatory layers. Three separate researchers worked on each layer. The DIFC researcher found the applicable DIFC Companies Law provisions and the DIFC Authority guidance notes. The ADGM researcher found the relevant ADGM Commercial Licencing Regulations. The mainland researcher found the UAE Commercial Companies Law provisions.
The problem emerged when these three research outputs were consolidated. The related-party transaction definitions under each regime were not coextensive. What counted as a related party under DIFC rules differed from the definition under the mainland UAE Companies Law, and the ADGM approach differed from both. The team had three technically correct research notes that collectively produced the wrong conclusion about group-wide compliance, because the consolidation step had not accounted for the definitional differences.
A research tool that returns citations with jurisdiction explicitly tagged in the output does not fully solve this problem, but it reduces the risk that the consolidation step misses the definitional differences. When each citation includes its jurisdiction and the specific provision number, the person consolidating the research can identify more quickly that the definitions diverge.
What AI research tools actually save in this context
The legitimate time saving from AI research tools in MENA due diligence is concentrated in two places. First, first-pass source location for questions where the relevant source is clearly within the jurisdiction scope configured for the tool. A query about foreign ownership limits in UAE mainland commercial companies should return the relevant provisions of Federal Law No. 32 of 2021 within seconds, with article numbers, rather than requiring a practitioner to navigate a database search. The time saving here is real and measurable.
Second, consistency checking across large document sets. A due diligence on 150 agreements looking for standard governing-law clause formulations, notice provisions, or change-of-control triggers can be processed faster and more uniformly by a research tool than by a team of associates reading sequentially. The tool does not interpret the clauses; it identifies them. The interpretation remains with the practitioner.
What AI tools do not save is the judgment time. A practitioner deciding whether the target's regulatory exposure under a recently amended Saudi Foreign Investment Law is material to the deal economics is not doing work that can be displaced. They need the research to be done correctly and to arrive with sources attached so the judgment can be informed rather than guesswork. The tool is infrastructure for the judgment, not a replacement for it.
Building a due diligence workflow around citation-verified research
Practically speaking, a citation-verified approach to MENA due diligence research changes what goes into the research memo rather than what comes out of the analysis. Each finding in the memo includes the primary source article number and jurisdiction. The reviewer can spot-check citations against the original text during review rather than only at the drafting stage. The senior lawyer receiving the first-pass memo has a basis for deciding whether the research needs expansion without having to reconstruct the source trail from scratch.
This is the workflow change we are building toward at Qanooni. The citations are not annotations or nice-to-haves; they are the structure that makes the research output useful rather than requiring re-verification. For a deal team working across three jurisdictions with a tight timeline, that structure is the difference between a first-pass memo that advances the deal and one that generates a round of clarification questions before the analysis can begin.
