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From evidence to decision

Need to decide whether an opportunity you found in the Atlas is worth funding?

We compare the evidence with your operating constraints, rank the alternatives, and turn the leading option into a pilot-ready plan.

Book a 30-minute call→
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PLAYBOOKATLAS

Evidence-led AI opportunity selection for operators who need to choose one defensible move—and make it ready to prove.

Bring the decision, not a polished brief.

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Integrations

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02

Or Browse by Industry

33 SECTORS
#1
Energy
322solutions
#2
Real Estate
278solutions
#3
Technology
55solutions
#4
Pharma
51solutions
#5
Finance
47solutions
#6
Healthcare
45solutions
Consumer
40solutions
Manufacturing
40solutions
IT Services
39solutions
Transportation
39solutions
Public Sector
37solutions
Education
36solutions
Mining
36solutions
Insurance
35solutions
Retail
35solutions
Construction
34solutions
Hospitality
34solutions
Media
34solutions
Aerospace
32solutions
Architecture
31solutions
Entertainment
30solutions
Fashion
30solutions
Sports
30solutions
Telecom
30solutions
Automotive
29solutions
Human Resources
29solutions
Sales
29solutions
Agriculture
28solutions
Support
28solutions
E-commerce
28solutions
Marketing
28solutions
Advertising
25solutions
Legal
25solutions
04

AI Patterns

Solution patterns
ACTIVE
867

Classical Supervised ML

ACTIVE
685

RAG (Retrieval Augmented Generation)

ACTIVE
551

Time Series Analysis

ACTIVE
410

Computer Vision

ACTIVE
385

End to End Neural Networks

ACTIVE
249

Simulation Optimization

ACTIVE
194

Workflow Automation

ACTIVE
182

Recommendation Systems

HOME/DISCOVER
Live corpus

AI Solution Intelligence

Navigate 1,669 solutions across 33 industries. Start with what you're trying to solve.

33
INDUSTRIES
1669
SOLUTIONS
477
PATTERNS
05

Top Implementations

VIEW ALL
pharmaceuticalsbiotech10.0

Transmission-mode setup and validation for EVPOST/WebTrader/Gateway reporting

A setup workflow decides how a company will send safety data to EudraVigilance and gathers the technical details needed to activate that connection.

routing and configuration validation
pharmaceuticalsbiotech10.0

Medicine-name normalization support for national pharmacovigilance reporting

When countries send drug-safety reports, UMC helps them match medicine names correctly using national drug databases or another identification method so the reports can be understood consistently.

entity normalization
automotive10.0

ISO 26262-ready ALM for autonomous vehicle LiDAR development

LeddarTech replaced scattered Word and Excel files with one system that tracks product requirements, tests, and changes for LiDAR used in autonomous vehicles, making safety audits and teamwork much easier.

Knowledge graph-like traceability and workflow intelligence across requirements, tests, verification, and changes
energy10.0

eGridGPT virtual assistant for grid control room decision support

An AI copilot helps power grid operators read procedures, think through what to do next, test options in a grid simulator, and suggest the safest or best action.

decision support and recommendation with retrieval over procedures plus simulation-assisted reasoning
pharmaceuticalsbiotech10.0

AI-assisted source surveillance for post-approval safety signal intake

AI watches many places where safety issues might appear after a drug is sold and flags possible cases for the safety team to review.

Multi-source monitoring, relevance ranking, and case finding
transportation10.0

DOT/FMCSA AI transportation safety research coordination hub

A government transportation safety office maintains a central place to collect and point people to AI-in-transportation safety research, including trucking-related materials.

Knowledge aggregation and document routing
03

Who's Building This?

Companies & tools
TOP COMPANIES12 tracked
1
Microsoft
281
solutions
2
Google
235
solutions
3
Oracle
130
solutions
4
NICE Actimize
23
solutions
5
Cisco
17
solutions
6
GitHub
14
solutions
7
Huawei Analytics
12
solutions
8
Juniper Networks
8
solutions
TOP TOOLS & PLATFORMS12 in production
1
MLflow
240
uses
2
Weights & Biases
239
uses
3
Temporal
189
uses
4
Pinecone
Pinecone
185
uses
5
Feast
175
uses
6
Temporal Cloud
Temporal
170
uses
7
LangGraph
156
uses
8
Tecton
155
uses
01

What Problem Are You Solving?

START HERE
01388

Automate Manual Work

Eliminate repetitive tasks

Architecture
Architectural Design Automation
Support
Customer Service Automation
E-commerce
Ecommerce Conversion Optimization Hub
Sports
Athlete Performance Modeling Engine
+384 more solutions
02336

Improve Decisions

Better insights, faster

Pharma
Computational Drug Discovery
Retail
Retail Demand Forecasting Platform
Fashion
Fashion Trend Demand Signal Forecaster
Human Resources
Workforce Skills Intelligence Map
+332 more solutions
03126

Scale Operations

Do more with less

Automotive
Automotive Operations Optimization
Marketing
Customer Segmentation and Personalization Hub
Entertainment
Entertainment Experience Recommenders
Hospitality
Hospitality AI Reservation Concierge
+122 more solutions
0413

Discover & Research

Find what matters

Healthcare
Radiology Imaging Diagnostics Hub
Pharma
Genomic Precision Platform Hub
Pharma
Protein Design and Discovery Hub
Real Estate
Market Demand Validation
+9 more solutions