The Lab

Research, prototypes, and product experiments from Coreledger.

From research to product

Commercial products can be shaped by the systems, research, and experiments explored across Coreledger.

Contextus

Product

Our flagship product, shaped by the systems, research, and experiments explored across Coreledger.

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AI voice and media

Experiments where agents and media systems meet.

Unicorn AI Studio

Live

AI voice and media studio for voice agents, audio production, and creative media workflows.

Visit Unicorn Studio

Fintech AI

Research and prototypes from our background in post-trade systems and reconciliation.

Bond reconciliation / post-trade break detection

Research

Automated exception handling and reconciliation for fixed-income post-trade workflows.

View on GitHub

Voice-to-trade / confirmation research

Research

Open-source research prototype for turning spoken bond-trade conversations into structured confirmations and audit records.

View on GitHub

White paper

Research

Musodza, K. (2025). Bond Settlement Automated Exception Handling and Reconciliation. Zenodo.

Read on Zenodo

Open models and experiments

Research models we have published openly on Hugging Face.

DistilBERT-Reconciler

Live

Fine-tuned DistilBERT on 3.2M labeled post-trade break descriptions and resolution actions.

View on Hugging Face

Fails Forecaster

Live

Predicts next-day settlement-fail notional for US Treasuries and corporates using XGBoost + LightGBM.

View on Hugging Face

Settlement Stress Flagger

Live

Flags days where settlement fails are in the top 10% of historic values for proactive remediation.

View on Hugging Face

BERT-Breaks baseline

Coming soon

Vanilla BERT baseline for exception handling and reconciliation. Training in progress.

View on Hugging Face

Developer tools

Tools and adapters that support governed agent workflows.

Contextus templates

Live

Reusable policies and workflow patterns for governed agent actions. Drop-in starting points for teams.

Explore Contextus

MCP experiments

Beta

Adapter and host integrations for agent tools that need governance, approval, and audit.

Agent workflow tools

Research

Helpers for IDE, CI, and editor-native agent workflows that route through Contextus governance.

Explore the work behind the ideas.

Much of our research, models, adapters, and experiments are available through GitHub and Hugging Face.

View Coreledger on GitHub View Contextus