AI solutions built for regulated enterprise environments
Each solution addresses a specific operational challenge with a clear path from pilot to production. Measurable outcomes. A structured audit trail across retrieval, decision and action. Traceable outputs with documented controls.
KYC, AML & Regulatory Reporting - Automated and Audit-Ready
The Challenge
Compliance teams are overwhelmed by manual reviews, fragmented data sources, and accelerating regulatory change. KYC onboarding takes days. AML screening generates thousands of false positives. Regulatory reports require weeks of analyst time to compile and verify.
Syntheon Approach
Syntheon deploys domain-specific models trained on financial compliance workflows. Our system ingests customer data, transaction records, and regulatory feeds - then automates identity verification, risk scoring, suspicious activity detection, and report generation. Every output includes explainability layers and structured audit evidence designed for regulatory review, so your compliance team can defend every decision.
Expected Outcomes
- Target range: 40-70% reduction in KYC onboarding time
- Target range: 30-50% fewer false positives in AML screening
- Automated generation of SAR, CTR, and regulatory filings
- Real-time regulatory change monitoring with obligation mapping
- A structured audit trail across retrieval, decision and action
Illustrative target ranges. Actual results depend on workflow complexity, data quality and integration scope. Measured results are shared under NDA in discovery.
Pilot Engagement
We start with a single compliance workflow - typically KYC onboarding or transaction monitoring - and deploy a working system against your data within 6 weeks. You measure the results before expanding.
Surface Patterns, Anomalies & Insights Across Your Operations
The Challenge
Financial institutions generate enormous volumes of operational data - trades, communications, exceptions, reconciliation breaks - but lack the analytical capacity to extract actionable intelligence in real time. Risks go undetected until they become incidents.
Syntheon Approach
Syntheon's operational intelligence platform continuously analyses your operational data streams to detect anomalies, identify emerging patterns, and surface insights that human analysts would miss. Our models are calibrated for financial operations - understanding market context, counterparty behaviour, and operational norms. Every insight is traceable to source data with documented factor attribution.
Expected Outcomes
- Real-time anomaly detection across transactions and communications
- Risk scoring with explainable factor attribution
- Predictive capacity planning for operational bottlenecks
- Natural language querying across structured and unstructured data
- Early warning system for operational and compliance risks
Pilot Engagement
We connect to one or two operational data sources, deploy anomaly detection and pattern analysis, and deliver results within 6 weeks. No changes to your existing infrastructure required.
Automate High-Volume, Rules-Heavy Financial Processes
The Challenge
Critical operations still depend on manual data entry, document processing, and exception handling. Trade reconciliation, invoice processing, and client reporting consume hundreds of analyst hours weekly - work that doesn't scale and introduces human error.
Syntheon Approach
Syntheon builds intelligent automation for document-heavy, rules-based workflows. Our system extracts data from unstructured documents (contracts, filings, disclosures), matches and reconciles across systems, handles exceptions with confidence scoring, and routes complex cases to human reviewers. The goal is straight-through processing for the routine cases that do not need human judgement.
Expected Outcomes
- Target range: 50-80% straight-through processing for standardised workflows
- Intelligent document extraction, accuracy calibrated per document type
- Automated data matching and reconciliation across systems
- Exception detection and routing with confidence scoring
- Materially shorter report generation cycles
Illustrative target ranges. Actual results depend on workflow complexity, data quality and integration scope. Measured results are shared under NDA in discovery.
Pilot Engagement
We select one high-volume workflow - reconciliation, document processing, or reporting - and deliver a working automation within 6 weeks, measured against your current baseline.
AI-Augmented Decision-Making for High-Stakes Environments
The Challenge
Senior decision-makers in financial services need to synthesize information from dozens of sources - market data, risk reports, client profiles, regulatory guidance - under time pressure. The cost of a poor decision is measured in millions, not minutes.
Syntheon Approach
Syntheon builds decision-support systems that aggregate, analyse, and present relevant information in context - helping decision-makers see the full picture faster. Our systems don't replace human judgement; they augment it with data-driven insights, scenario modelling, and risk assessment. Every recommendation is traceable, showing the data and logic behind it.
Expected Outcomes
- Unified intelligence layer across internal and external data sources
- Scenario modelling with sensitivity analysis for key decisions
- Risk-adjusted recommendations with documented reasoning
- Natural language interface for complex data queries
- Reduced time-to-decision for credit, investment, and operational choices
Pilot Engagement
We identify one decision domain - credit decisions, portfolio risk assessment, or operational planning - and deploy a decision-support prototype within 8 weeks.
Not sure which solution fits? Let's figure it out together.
Every engagement starts with a focused discovery conversation. We'll assess your operational challenges, identify the highest-impact starting point, and scope a pilot you can evaluate in weeks - not months.
Request a Discovery Call30 minutes · No commitment · Confidential