AI-Powered Trade Reconciliation

AI-Powered Compliance Intelligence for Trade-Related Conversations

Extend Trade Reconciliation beyond evidence capture with AI-driven conversation analysis, trade intent detection, call summarization, multilingual transcription, sentiment indicators, and compliance-focused risk signals. Built for broking and financial service environments where every client instruction, dealer conversation, and supporting evidence matters.

Compliance AI Dashboard Live Insights
Calls Analyzed12,840
Trade Intents3,276
Risk Flags184
Evidence Matched98%
Buy/Sell Intent Detection92%
Transcript Confidence88%
Compliance Match Score96%

From Voice Evidence to Compliance Intelligence

The AI module helps compliance, operations, and audit teams move faster by converting recorded conversations into searchable, summarized, and actionable insights while keeping the trade reconciliation process evidence-centric.

Multilingual Speech Analysis

Analyze trade-related conversations across Indian language scenarios including English, Hindi, and regional language speech patterns.

Transcription & Translation

Convert call recordings into readable text and enable English understanding for faster review, audit, and investigation workflows.

Trade Intent Detection

Identify whether the conversation contains buy, sell, quantity, price, script/security, confirmation, or instruction-related intent.

Trade Detail Extraction

Extract key trade signals such as stock name, transaction type, quantity, price references, customer confirmation, and dealer responses.

AI Call Summaries

Generate concise summaries of long conversations so compliance users can quickly understand call context before listening to audio.

Compliance Risk Flags

Highlight missing confirmations, possible unsolicited trade patterns, unclear instructions, or conversations requiring manual review.

How It Works

A practical AI workflow designed to support, not replace, your compliance review process.

1

Capture

Trade call recordings and supporting evidence are captured through the reconciliation platform.

2

Analyze

AI processes the conversation for transcription, translation, intent, sentiment, and trade references.

3

Match

Call intelligence is connected with trade records and related communication evidence for review.

4

Review

Compliance teams review flagged items, summaries, searchable transcripts, and matched evidence.

Evidence-Aware AI for Broking Compliance

Nexsus Trade Reconciliation is not limited to voice recording alone. The platform can support a broader evidence chain, helping firms correlate call recordings with trade data and additional business evidence wherever applicable. The AI layer adds speed, searchability, and intelligence to this process.

  • Voice recordings and dealer-client conversations
  • Trade/order records and reconciliation references
  • Emails, SMS, WhatsApp or supporting communication trails where available
  • Deal slips, confirmation evidence, and audit references
  • AI-generated summaries, extracted trade intent, and searchable transcripts

Ready to explore AI-powered compliance intelligence?

Schedule a walkthrough to see how Nexsus can help transform trade-related recordings into searchable, review-ready compliance insights.