COI.
search Request for Consideration arrow_forward menu
close Submit Innovation
close
Global Intelligence

Great Impact → to Deliver

Try: "AI in Healthcare", "Logistics Efficiency", "Zero Trust Security"

expand_more
expand_more
expand_more
Quick Filters: Reset Generative AI Supply Chain
Found 110 verified outcomes
Sort:
Banking verified Verified

Knowledge Retrieval & Synthesis for Wealth Management

Financial advisors faced structural inefficiencies due to a 'search-and-retrieve' knowledge management model. Querying fragmented databases for market research, investment commentary, and compliance guidelines consumed disproportionate billable hours, limiting capacity for high-value client interpretation and relationship…

domain OpenAI public Global
Key Outcome 98% adoption rate among advisor teams Primary Impact View Case
Banking verified Verified

Probabilistic Financial Crime Compliance (AML)

Legacy rules-based AML systems were generating >95% false positives, creating a 'needle in a haystack' operational crisis. Compliance teams were overwhelmed by noise, spending vast resources adjudicating legitimate transactions rather than investigating complex criminal networks.

domain Google Cloud public Global
Key Outcome 60% reduction in false positive alerts Primary Impact View Case
Banking verified Verified

Generative AI for Developer Velocity

The bank operates a massive, complex legacy technology estate with an annual spend of ~$12B. Manual coding processes, technical debt, and routine maintenance tasks constrained developer velocity and diverted senior engineering talent from high-value architectural…

domain Microsoft / GitHub public Global
Key Outcome 100,000 developer hours saved per week Primary Impact View Case
Banking verified Verified

Predictive Settlement Failure Analytics

The transition to T+1 settlement cycles compressed the window for resolving trade discrepancies. With ~2% of US Treasury transactions failing daily, the inability to predict failures created significant capital costs, liquidity risks, and operational friction…

domain Google Cloud public Global
Key Outcome Predicts 40% of failures in Fed-eligible securities Primary Impact View Case
Banking verified Verified

Automated Financial Group Reporting (FinOps)

The bank's financial close process involved consolidating data from hundreds of subsidiaries and disparate legacy systems. Manual reconciliation and aggregation were time-consuming, prone to error, and delayed the availability of critical financial data for executive…

domain SAP public Global
Key Outcome 70% reduction in financial close cycle time Primary Impact View Case
Banking verified Verified

Autonomous Customer Service Agents

Rapid user growth created a linear scaling challenge for customer support. Managing 2.3 million conversations required a massive human workforce, driving up operating costs and resulting in varying service quality and long resolution times (avg…

domain OpenAI public Global
Key Outcome $40M USD projected profit improvement (2024) Primary Impact View Case
Banking verified Verified

KYC/CLM Process Streamlining

Onboarding corporate clients took too long, leading to drop-offs. The process was opaque, spanning front-office, compliance, and ops. Regulators demanded faster refresh cycles for existing clients.

domain Celonis / Internal public Global
Key Outcome Analysis of thousands of KYC cases Primary Impact View Case
Banking verified Verified

Decentralized Risk Data Mesh

Regulatory reporting (APRA) was fragile. Changes in upstream banking systems often broke downstream risk reports, leading to manual workarounds and compliance risks. The central data team was a bottleneck for validating data quality.

domain AWS / Internal public Global
Key Outcome 100% cloud-native risk reporting Primary Impact View Case
Banking verified Verified

Trading Investment Data Fabric

The bank supports hundreds of white-label partners (other banks, brokers). Providing them with timely data on their end-users' trading activity was difficult via batch files. The central data team was a bottleneck for onboarding new…

domain Snowflake / Confluent public Global
Key Outcome Real-time data sharing with >100 partners Primary Impact View Case
Banking verified Verified

Enterprise Data Mesh Transformation

A central data engineering team was overwhelmed by requests from analysts across different business lines. Data quality suffered because the central team lacked domain context (e.g., tax code nuances). Time-to-insight for new features lagged due…

domain AWS / Internal Build public Global
Key Outcome Creation of >50 domain-oriented data products Primary Impact View Case
1 2 3 … 11