AI that makes
finance
faster and safer.
Faster credit decisions. Smarter fraud detection. Automated compliance. AI built for the speed, accuracy, and regulatory demands of financial services.
Predictive
Risk Models
Automated
Compliance
Real-time
Fraud Detect
Algorithmic
Trading AI
The exact problems
holding you back.
Credit decisions are too slow for digital-first customers.
Fintech competitors approve loans in minutes. Your process takes days. By the time you decide, the customer has moved on.
Fraud rules can't keep up.
Rule-based fraud detection catches yesterday's patterns. Sophisticated attacks adapt faster than your team can write new rules.
Compliance is eating your team alive.
Regulatory reports that should take hours take weeks. Your compliance team is drowning in manual review and audit prep.
Document processing is a bottleneck.
Loan applications, KYC docs, contracts — your ops team is manually extracting data from PDFs. It's slow, expensive, and error-prone.
How we solve it
with precision AI.
We build AI systems that work within your existing regulatory framework.
Every model we deploy is designed for compliance-first financial services — with full explainability, audit trails, and model governance.
Deployment Process
Model Governance
Systematic approach ensuring zero disruption to existing operations.
Explainable AI
Systematic approach ensuring zero disruption to existing operations.
Regulatory Mapping
Systematic approach ensuring zero disruption to existing operations.
Continuous Monitoring
Systematic approach ensuring zero disruption to existing operations.
3 use cases delivering real ROI.
Not hypotheticals. These are live systems inside financial institutions we've built for.
AI Risk Assessment Engine
Faster, more accurate credit decisions.
Combine structured credit data with unstructured signals — social proof, transaction patterns, alternative data — using LLMs for risk scoring that outperforms traditional models and processes in minutes, not days.
Application data ingested automatically
AI analyses structured + unstructured signals
Risk score generated with explainability
Decision in minutes, not days
Real-Time Fraud Detection
Catch fraud the moment it happens.
Graph neural networks and behavioural AI detect anomalous patterns the instant they emerge — not days later after the chargeback. Adaptive models that learn from every transaction.
Transaction stream monitored in real time
AI flags anomalies against behavioural baselines
Risk-scored alerts to fraud ops team
Model self-improves from confirmed cases
Automated Regulatory Reporting
Compliance in hours, not weeks.
A RAG-powered system trained on all relevant regulations generates accurate, audit-ready compliance reports automatically — Basel III, SOX, AML, KYC, and custom regulatory frameworks.
Regulations indexed and embedded
AI maps data to reporting requirements
Draft reports generated with citations
Compliance officer reviews and certifies
Real results.
One platform's story.
A mid-size digital lending platform was losing market share to faster fintechs. We deployed AI risk scoring and document processing in 8 weeks — cutting approval times from 3 days to 20 minutes.
"We went from 3-day approvals to 20-minute decisions without increasing default rates. McKH's AI didn't just speed us up — it made us smarter."
FAQ for
Finance
Everything you need to know about our Finance solutions, integrations, and how we build AI-powered products. Can't find the answer? Reach out to our support team.
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