Use cases
Call compliance for regulated industries
Disclosure-verification, mis-selling detection, retention-window enforcement — for SAMA, DFSA, CBUAE, and TDRA-regulated audio.
Last updated: April 2026
Compliance teams in GCC banks, insurers, telecom operators, and investment firms face the same pattern: a regulator publishes guidance about disclosed information that must appear in customer calls, scripted retention rules apply, mis-selling is a recurring concern, and call recordings are sampled for review at a single-digit percentage. CallScribe scales review to 100% of calls — not by replacing compliance officers, but by triaging calls into "model-confident-clean", "model-confident-issue", and "needs-human-review" buckets so officers spend their time on the actual issues.
Scripted-disclosure verification
Many regulated calls have a disclosure-script requirement: "هذه المكالمة قد تكون مسجلة لأغراض الجودة والتدريب" (this call may be recorded for quality and training purposes); for investment products, risk-disclosure phrases ("هذا منتج استثماري ينطوي على مخاطر فقدان رأس المال"); for outbound telemarketing under TDRA, an opt-out option statement. CallScribe checks the transcript for the configured disclosure phrases and produces a per-call binary outcome plus the timestamp where the disclosure appeared (or the closest-matching candidate phrase if it was paraphrased).
Per-call results aggregate into a daily compliance dashboard: percentage of calls with disclosure present, agents/teams with low disclosure rates, time trends. The output is what compliance teams need to prove to a regulator that disclosure rules are operationally enforced — and where they are not, exactly which calls and which agents are involved.
Mis-selling detection
Mis-selling typically involves making misleading guarantees ("ضمان عائد", "أفضل عائد في السوق"), failing to disclose material risks, applying high-pressure sales tactics, or failing to verify customer suitability. CallScribe ships a configurable mis-selling rule pack covering each pattern, with rules that you customise per product line. Detection produces a flagged-calls queue with confidence scores; compliance officers triage from there.
False-positive management is the operational challenge. A real estate or unit-trust agent who legitimately uses words like "ضمان" in an unrelated context will trigger naive keyword rules. CallScribe's detection uses contextual classifiers tuned on labelled examples from your industry, keeping false-positive rates manageable rather than overwhelming the compliance officer with noise.
KYC and verbal-verification audit
For verbal KYC and customer-verification calls, the regulatory expectation is that specific verification questions are asked, customer answers match prior records, and verification is logged. CallScribe transcribes the verification segment, extracts the answer to each question, and produces an audit trail showing exact timing and phrasing. Cross-referencing the answer against your KYC platform's prior-record data is your platform's job; CallScribe provides the transcript-side evidence.
Retention-window enforcement
DFSA mandates six-year retention for client-order calls; SAMA mandates retention windows ranging from 18 months to 10 years depending on call type; CBUAE consumer-protection rules add further constraints; TDRA expects at least one year for general telco support and longer for disputes. CallScribe enforces per-project retention rules: transcripts auto-delete at the configured age; access logs are kept independent of transcripts; legal-hold flags pause auto-deletion for litigation discovery.
Real-time vs. post-hoc compliance
CallScribe is post-hoc — analytics within minutes of call-end, not in-call. For real-time disclosure prompting (e.g. "the agent must read the risk disclosure within the first 60 seconds; alert if missing"), CallScribe is not the tool — that is a real-time agent-assist tool. Post-hoc compliance covers ~95% of regulatory needs because regulators care about systemic adherence, not per-call real-time intervention.
Working with the second line
Compliance officers, internal audit, and (for some firms) the regulator themselves need access to specific historical calls. CallScribe's search interface lets a compliance officer find "all calls in May where disclosure was missing for product X" in seconds. Export outputs a redacted transcript bundle suitable for sharing with internal audit or regulator inquiries. The privileged-user access log is exportable as evidence that access was controlled.
At a glance
- ✓Disclosure-presence verification with timestamp evidence
- ✓Mis-selling rule pack with contextual classifiers
- ✓KYC verbal-verification audit logs
- ✓Per-project retention enforcement (1 to 10+ years)
- ✓Search-to-export workflow for regulator inquiries
FAQs
Are CallScribe outputs admissible in regulator proceedings?▾
CallScribe is an analytics layer over recordings — admissibility depends on the underlying recording's chain of custody, not on the transcript. We provide audit logs sufficient for showing analytics integrity. Original audio admissibility is the recording-system vendor's responsibility.
Can we configure custom compliance rules?▾
Yes — the rule editor accepts regex, contextual classifier triggers, and combination rules. We help configure during onboarding and maintain rules as your scripts and product offerings evolve. Most customers run 30-80 rules across the four major regulatory areas (disclosure, mis-selling, KYC, retention).
What false-positive rate do you target?▾
Industry-typical compliance-detection systems run 5-15% false positives because regulators prefer over-flagging. Tuned CallScribe deployments target 5-8% false-positive rate after Week 4 of operation, calibrated against your compliance officers' actual judgments.
How is the system audited from outside?▾
Audit-log integrity is enforced via append-only storage. Compliance officers can export the audit log including every transcript view, score change, and rule modification. Independent third-party audit (typical for SAMA/DFSA-supervised firms) is supported by snapshot exports of the rule configuration as-of any historic date.
Does this replace our existing compliance-recording vendor?▾
No — CallScribe is not a recording system. We sit downstream from your call-recording vendor (NICE, Verint, ASC, Speakerbus, in-house) as the analytics and search layer over the recordings they capture. The two are complementary; many regulated firms keep both.
How do we deploy without disrupting existing compliance workflow?▾
Deploy in shadow mode first: CallScribe runs on the same audio your existing process reviews; auto-scores produce parallel results to existing manual scores; compare for 4-6 weeks. After confidence is established, the operations shift — sample-driven manual review becomes exception-driven automated-plus-spot-check.
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