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I am unable to complete my analysis. My what-if capability requires improvement. The attribution analysis for changes is limited. I need to be proactive on analysis and add value to the business

Analyst

My existing process is slow. I cannot afford to make mistakes as there no time for rework. My people dependency keeps me up at night. My process is distributed and requires coordination overhead

Reporting Specialist

We have EUC issues with code intervention happening. Many copies of code are in use by different groups. End to End Data Lineage and Traceability can never be proven.

Independent Control

My existing process costs too much to operate. My capacity is constrained even though I may want it for short periods. The performance of my system is poor and jobs take too long to run

Head of Risk Reporting

I have thousands of lines of model code. I have many dependencies with constant tweaks and changes. I need to overlay expert judgements and my methodologies evolve with every recalibration

Modeler

We need to get out of the manual old style modeling language and move over to Python. My people have to be able to use modern ML approaches and be able to deploy quickly

Modeling Head

Move to a Common Platform across Applications, Re-usable Models and OPTIONAL migration to Python on Spark

Modernize

Move to a feature-rich modern self service toolset. Work in PROD with secure sand-boxes for unlimited analytics and attribution. Respond to demands from business, audit and regulators with agility and accuracy

Migrate

Produce fully re-factored code in PySpark that works to 5 decimal place accuracy. Help modelers transition from legacy to the modern world with proven deployment code

Converge

Bring multiple applications into a common framework with common processes, common models and multiple re-usable components. Run modern monitoring in a common locale across all converged applications

Our Platform

The Operating Technology

Our Platform is engineered for scale with proof points against 10’s of millions of accounts and 10’s of billions of computed forecast records. We run On-Premises and on AWS, Azure and Google Cloud with Native or Kubernetes installs. We manage workloads elastically to benefit you during lean periods. We handle concurrent workloads extremely well

The Capability Technology

Our Platform is built from the ground up on Knowledge Graphs. You get completely verifiable results tightly bound to model versions and data used. Advanced Model versioning permits what-if, sensitivities and attribution. Complete reproducibility of results is assured – 10 mins or 10 years from now

The Model Language Technology

Our Language Assistant and Designer provides advanced Parsers and LLM approaches for conversion. We absorb your existing legacy code and re-engineer them into our Abstract Syntax Trees and our Directed Acyclic Graphs. Along the way we optimize your data structures for performance. The result is that your models come into the modern era with improved fidelity and accuracy

Referenceable Live examples of Successes with Global Tier-1 Banks

Retail and Business Lending Bank - USA

IFRS9, CECL, EBA Stress, CCAR, Model Monitoring, ICAAP

Regulator-ready output with Post-Model Adjustments

Multiple Model redevelopment or recalibration cycles

First-time cloud deployed

Performant, reliable, auditable, verifiable

Major Mortgage Lending Bank - UK

IFRS9

Regulator-ready output with complex alternative Post-Model Adjustments

High Model complexity with very long forecast horizons

AWS Cloud deployed with Serverless EMR and other AWS service integrations

Cloud co-location of the Data Lake

10x improvement in processing and controls

Modern Analytical Platform for Financial Services Companies

Modernize and Migrate with EXEQMODE

Blazing Fast Enterprise-scale Compute

Agile, Verifiable, Regulator-ready results

Transform Legacy Model Code with AI and Parsers

Future-proof Model language and tool change

My Life could be Better!

Solution