CallScribe for legal & arbitration

Court and arbitration transcription requirements

Court-grade transcripts have a different fidelity standard than contact-centre transcripts. Verbatim accuracy matters; speaker attribution must be precise; orthographic conventions (hamza placement, tā' marbūṭa, alif maqṣūra) must be canonical because downstream search and citation rely on standardised spelling. Audio quality varies: arbitration hearings recorded on professional equipment in DIFC or ADGM hearing rooms are clean wideband audio, while witness depositions recorded over phone or video conference are telephony-grade with all the artefacts that implies. CallScribe handles both, with confidence scores per segment so reviewers can prioritise low-confidence passages for manual verification.

Arbitration in particular is a growth domain. The DIFC-LCIA and ADGM-ICC arbitration centres handle commercial disputes between regional and international parties, with proceedings often conducted in mixed Arabic and English. CallScribe's segment-level language switching transcribes Arabic in Arabic script and English in Latin script, preserving the surface form witnesses and counsel actually used — which matters because arbitration awards may turn on the precise phrasing of testimony. For Arabic-language witness testimony, dialect awareness is critical: a witness speaking Iraqi (see [/dialects/iraqi](/dialects/iraqi)) is mishandled by a Levantine-tuned model, which is a material risk in evidentiary contexts.

UAE legal frameworks: DIFC, ADGM, onshore courts

UAE legal practice operates across three regimes. DIFC and ADGM are common-law free-zone jurisdictions with their own courts and procedural rules; transcripts are typically produced in English with Arabic translations where needed, but witness audio is increasingly Arabic-source. Onshore UAE courts apply UAE federal civil and procedural law (UAE Federal Law No. 5 of 1985, the Civil Code, and Federal Law No. 11 of 1992 on Civil Procedures, as amended), with proceedings predominantly in Arabic and formal MSA used in pleadings and judgments.

The 2022 amendments to UAE Federal Law on Civil Procedures and the introduction of the UAE Federal Court of Cassation's digital-evidence procedures have made audio-evidence handling more formal. Where a recorded call or audio file is offered as evidence, the proponent typically provides a transcript with translator/transcriber declaration. CallScribe transcripts can serve as the working transcript in such proceedings, with human review and certification by a sworn legal translator before submission. We do not provide certified-translator services directly — that remains a regulated professional service in each emirate.

KSA Sharia and Commercial courts, e-discovery

Saudi Arabia's legal modernisation under Vision 2030 has transformed audio-evidence practice. The Commercial Courts Law (Royal Decree No. M/93 of 1441H/2020) and amendments to the Sharia Procedural Law have introduced audio recording of proceedings in Commercial Court and certain Sharia Court matters. The Saudi Center for Commercial Arbitration (SCCA) routinely conducts arbitration in Arabic with audio recordings forming part of the case record. CallScribe's MSA model (see [/dialects/msa](/dialects/msa)) handles formal court Arabic with high accuracy; spontaneous witness testimony shifts to dialect-aware models per the dialect-ID router.

E-discovery in cross-border disputes increasingly involves Arabic-language audio: voicemails on seized devices, recorded calls from corporate phone systems, dictation files and meeting recordings. International law firms handling GCC matters (Al Tamimi & Company, Hadef & Partners, ASAR, Baker McKenzie, Latham & Watkins, Clifford Chance) need Arabic-language audio reviewed for relevance and privilege at scale. CallScribe transcribes audio for keyword search and review prioritisation; relevance review and privilege calls remain with the legal team, but the transcription bottleneck disappears.

Contract dictation and law-firm productivity

Senior partners at GCC law firms dictate substantial portions of their working output — memos, contract drafts, opinion notes, witness preparation summaries. Dictation in Arabic is typically formal MSA register; transcripts feed into document drafting workflows in Word or NetDocuments. CallScribe's MSA model produces high-fidelity dictation transcripts (4-7% WER on clear studio audio) with optional tashkīl-marked output for educational or formal-publication contexts. Dictation files are typically short (5-15 minutes) and processed in near-real-time, freeing paralegal time previously spent on manual transcription.

Compliance, AML investigations, regulatory interviews

Compliance interviews and AML investigations in GCC banking and corporate environments often involve recorded phone interviews with witnesses, employees, and counterparties. Where the audio is Arabic, transcription with reliable dialect handling is the threshold capability — a transcript with 30% WER is not usable for evidentiary or regulatory submission. CallScribe's dialect-aware models bring Arabic transcription into the 8-18% WER range across the major dialect families, which is the practical threshold for transcript-driven review. For the workflow detail on compliance use, see [/use-cases/compliance](/use-cases/compliance); for regulatory frameworks specific to financial services, see [/industries/fintech](/industries/fintech). Public-sector regulatory bodies, courts, and parliamentary inquiries also generate audio that needs accurate transcription — see [/industries/government](/industries/government) for the broader public-sector context.

Confidentiality, privilege, and data residency

Legal audio carries the highest confidentiality and privilege obligations. CallScribe's standard EU-residency posture (Hetzner, Helsinki and Falkenstein) is suitable for many GCC legal use cases but not all — particularly where matter-specific privilege rules or contractual data-residency clauses require in-region processing. Enterprise-tier deployments support in-UAE and in-KSA processing for in-scope matters. Audit logs of every transcript access are retained; PII redaction (Emirates ID, passport numbers, account numbers, witness names where required) is configurable per project. Privilege-tagging at the project level prevents accidental cross-matter access; deletion-on-request workflows support the matter-closing audit step. Data Processing Agreements aligned with UAE PDPL, KSA PDPL, and GDPR are available; specific firm requirements (e.g., bar association data-handling rules) are handled per-engagement.