#59 overall
Candidate Matching
Which candidates are the best fit for this open requisition, and which requisitions best fit this candidate?
Owned by VP Talent Acquisition, Head of Recruiting
Atlas of AI
Specialized models for every business job, ranked and ready to build.
580 Specialist Models, one per business decision.
33 of 580 models
#94 overall · #1 in Manufacturing · #5 in Retail
Resume Ranking
Which candidates for an open role should a recruiter review first, and how well does each match the role's defined requirements?
Owned by Chief Human Resources Officer, VP Talent Acquisition
Manufacturing#95 overall
Retrieval Ranking
Which documents or passages should be placed in the model's context window for this query?
Owned by VP Engineering, Head of AI/ML
Software#99 overall
Security Alert Prioritization
Which security alert should an analyst investigate first?
Owned by CISO, SOC Director
Software#120 overall · #4 in Energy · #5 in Manufacturing
Maintenance Prioritization
Given a backlog of open maintenance work orders and flagged assets, which ones should be actioned first?
Owned by VP Maintenance Operations, Plant Manager
Energy#125 overall
Patch Prioritization
Which vulnerabilities and patches should be remediated first, on which systems, and by when?
Owned by CISO, VP Security Engineering
Software#157 overall
Acquisition Screening
Which companies are strong-fit acquisition targets worth prioritizing for outreach and diligence?
Owned by Chief Strategy Officer, VP Corporate Development
Financial services#163 overall
Care Management Prioritization
Which patients should receive care management outreach first, given limited care manager capacity?
Owned by VP Population Health, Chief Medical Officer
Healthcare#175 overall
Context Ranking
Given a user query/task and a large pool of retrieved candidate documents or context chunks, which should be ranked highest and passed into the model's context window?
Owned by Head of AI, VP Engineering
Cross-industry#182 overall
Deal Screening
Which inbound investment opportunities merit partner or principal time, and at what priority?
Owned by Managing Partner, Principal
Financial services#190 overall
Enterprise Risk Prioritization
Which enterprise risks deserve executive and board attention right now, and in what priority order?
Owned by Chief Risk Officer, Chief Audit Executive
Cross-industry#199 overall
Executive Relationship
Which executive stakeholders at this account are under-engaged, and where should our executives spend time next?
Owned by Chief Customer Officer, VP Customer Success
Financial services#201 overall
Feature Prioritization
Which features or product initiatives should the roadmap prioritize next, given customer demand, effort, and strategic fit?
Owned by Chief Product Officer, VP Product Management
Software#208 overall
Investment Prioritization
Given a set of candidate internal investments (projects, capital initiatives, product bets), which should we fund first?
Owned by Chief Financial Officer, Chief Strategy Officer
Financial services#210 overall
Lead Qualification
Is this inbound or sourced lead worth a rep's time right now, and at what priority?
Owned by VP Sales, VP Revenue Operations
Software#226 overall
Opportunity Prioritization
Which open pipeline opportunities should a rep or manager focus on next?
Owned by VP Sales, Chief Revenue Officer
Software#249 overall
Risk Stratification
Which risk tier does this member/patient belong to, and which individuals in the population should be prioritized for proactive outreach or intervention?
Owned by Chief Medical Officer, VP Population Health
Healthcare#256 overall
SEO Opportunity
Which content/keyword opportunities should the marketing team prioritize to gain organic search and AI-answer-engine visibility?
Owned by VP Marketing, Head of SEO
Retail#270 overall
Test Prioritization
Given this code change, which tests should run now, and in what order, to catch regressions within the available CI time budget?
Owned by VP Engineering, Head of Developer Productivity
Financial services#296 overall
File Ranking
Which files belong in context?
Owned by VP Engineering, Head of Developer Productivity
Software#315 overall
SIU Prioritization
Which claims referred to the Special Investigations Unit (SIU) should be investigated first, given limited investigator capacity?
Owned by VP Special Investigations, Chief Claims Officer
Insurance#318 overall
Work Order Prioritization
Given a queue of open work orders, which should be prioritized and scheduled first, based on urgency, asset criticality, and resource availability?
Owned by VP Maintenance Operations, Director of Field Service
Energy#324 overall
Capital Planning
Which capital investments should be funded, and in what order, given constrained capital and competing projects?
Owned by Chief Financial Officer, VP Finance
Banking#354 overall
Alert Prioritization
Should an analyst investigate this alert?
Owned by SOC Manager, Director Security Operations
SoftwareChoose a model you can own.
Model leaderboards are a starting point. The decision is your task, your output contract, your hardware, and your right to deploy. This directory turns that into a short list you can test.
- Profile: Qwen
Qwen
Alibaba Cloud · China
Qwen is Alibaba Cloud’s open-weight model family. It spans small models that are practical to fine-tune through larger mixture-of-experts releases.
Active in Oumi - Profile: DeepSeek
DeepSeek
DeepSeek · China
DeepSeek publishes open-weight language models, including large mixture-of-experts systems. The family is often shortlisted where reasoning and coding matter.
Listed by Oumi - Profile: Llama
Llama
Meta · United States
Llama is Meta’s open-weight model family. Its wide ecosystem makes it a familiar baseline for teams evaluating or fine-tuning their first custom model.
Listed by Oumi - Profile: Mistral
Mistral
Mistral AI · France
Mistral is a European model family spanning open-weight and commercial releases. The right starting point depends on the exact release and deployment constraints.
Listed by Oumi - Profile: Gemma
Gemma
Google · United States
Gemma is Google’s open-weight model family. It includes compact checkpoints that can be useful when hardware limits and deployment footprint drive the decision.
Listed by Oumi
Oumi benchmark data is coming. We’ll add reproducible task benchmarks once the evaluation recipe, model version, dataset, hardware, and scoring criteria are published.
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Questions about the Atlas
What is the Atlas of AI?
The Atlas of AI is a directory of specialist-model opportunities organized around business decisions and tasks. It helps you explore where a focused model may create value, then move toward evaluation and ownership.
How do I find a Specialist Model for my business task?
Start with the business decision or repeated workflow you want to improve, then use Atlas filters and rankings to narrow the relevant category. Treat the result as a discovery hypothesis and validate it against your data, evaluation criteria, and deployment needs.
Which open-weight model should I start from?
Start with the open-weight model that fits your task, quality target, context needs, license, hardware, and deployment constraints. There's no single best model for every workflow, so use Atlas evidence and your own evaluation set.
What evidence supports each Specialist Model listing?
A listing is a structured starting point grounded in the task, model, benchmark, or other evidence shown with it. Review the evidence and run your own evaluation before treating a listing as a production recommendation.
Can I build a Specialist Model directly from the Atlas?
The Atlas helps identify a promising task and starting model. From there, use Oumi's build and evaluation workflow to define behavior, assemble data, test the model, and decide whether to train and deploy it.
Pick a Specialist Model. Oumi plans the build.
Start free in the platform, or talk to us about your task.