Deep Learning for
High-Stakes Decisions

We build neural-network systems, AI agents and advanced analytics for decisions that have to be right.

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Research & Systems

Research & Evaluation

Explore our published benchmark results and the evidence behind our systems.

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Financial Research API

Find figures in financial documents, check the calculations and trace every answer to its sources.

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AI Agents

Agents for financial documents and network policy, plus custom agents built and evaluated on your own tasks.

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Custom Machine Learning

Custom neural networks for vision, sensors and documents, from a scoped pilot to production.

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Document Intelligence

Deep-learning infrastructure that finds the right evidence across dense financial documents and long-form source material.

Advanced Analytics

Purpose-built analytical systems for quantitative research, model evaluation, and decision-critical intelligence.

Research Interfaces

Clear interfaces that turn sophisticated models, evidence, and analytics into usable research tools.

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Applied Use Cases

Representative work is anonymized. Prospective deployment patterns are labeled as illustrative.

Anonymized applied system

Aerial Public Safety

Detection networks developed inside a drone-flight simulator, then prepared for deployment on real aircraft for earlier wildfire detection.

Anonymized validated model

Healthcare Efficacy Modeling

A predictive model combined pathogen kinetics, room geometry, and exposure time to compare continuous disinfection with a static intervention, indicating about 80% lower cumulative exposure.

Research system

Financial Document Reasoning

Find evidence across financial documents, interpret tables and complete multi-step calculations with sources for each answer.

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Anonymized applied system

Quantitative Strategy Selection

A nightly improvement loop proposes one change, evaluates the results, and logs every keep-or-revert decision.

Illustrative use case

Large-Scale Fulfillment

For a large e-commerce warehouse, combine scan histories, demand signals, equipment telemetry, and camera feeds to forecast SKU demand, detect inventory anomalies, optimize pick paths, and predict maintenance windows.

Illustrative use case

Industrial Quality & Asset Health

Use computer vision and sensor time-series to flag out-of-spec parts or motion, forecast equipment failure, and prioritize the inspections that reduce downtime.

Careers at One Jump

Financial Researcher

Evaluate financial data, model behavior, benchmark results, and the evidence behind complex answers.

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Software Engineer

Build model-serving, evaluation and advanced analytics systems for real-world financial research.

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In-House Legal Counsel

Support AI licensing, data governance, commercial contracts, corporate filings, and compliance.

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Business Development

Open the conversations that turn research and applied systems into customer projects, from first email to technical call.

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Public Relations Specialist

Communicate research milestones, benchmark results, model releases, and technical partnerships.

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About One Jump

One Jump Inc. builds deep-learning systems for decisions that have to be right. We define what correct means with you, test against it on your own data, and ship only what passes.

People to Contact

For model access, technical partnerships, research, or company inquiries, connect with the right person at One Jump.

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