CASE STUDIES

GenAI is redefining the energy industry.

eCommerce

How CREA Cut Data Costs by 30% and Migrated to Amazon Redshift in 1.5 Months

E-commerce solutions provider

Confidential client

AI Tools

How building self-serve tools led GTM and acquisition by Digital Ocean for 110M

A cloud platform for AI and ML models.

Confidential client

PropTech

Serving ~$1M in revenue in property maintenance through image segmentation

The GIS platform for property maintenance.

Confidential client

SaaS

How Graphcore x Pienso earned the CogX Innovation Award for NLP

A software platform of interconnected AI tools.

Confidential client

Elder Care

Reducing unnecessary caregiver visits for the elderly by 30%

The best aging-in-place solution in the market.

Confidential client

Financial Services

Enabled ML tooling rollout across 90+ tax jurisdictions

Consulting, assurance, tax and transaction services.

Confidential client

Healthcare

Improving efficiency for radiology diagnostics through an AI hospital assistant

Confidential client

Energy

Increasing ROI on renewable energy investments by 3x through IoT sensors and ML

Confidential client

AdTech

Decreasing operations time through an ML-powered pricing tool

Top full-suite advertising and innovations agency.

Confidential client

Open Source Communities

Providing accessibility for 20K models and data sets

The top collaborative platform for the AI and ML community.

Confidential client

Retail

Improving ad targeting and engagement through EEG, facial recognition, and AI

A British multinational fast-moving consumer goods company.

Confidential client

EnviroTech

Transforming forest conservation with AI-powered biodiversity reporting

Nature Analysis & Reporting Solutions

Confidential client

Mining

Minimizing drilling risks and costs with AI-driven seismic prediction for enhanced operational efficiency

Confidential client

competitive landscape

Your competitors are investing in GenAI and are seeing significant ROI

GenAI is redefining industries and transforming productivity.

78%

are increasing AI spending

20%

reduced operational costs

30%

reduced energy usage

30%

are increasing revenue

USE CASES

Smarter decisions and sustainable outcomes through AI

Talk to our team

Energy Trading & Market Forecasting

Leverage AI-driven predictive analytics to optimize trading strategies, mitigate risks, and capitalize on market opportunities with real-time forecasting.

Renewable Energy Integration

Enhance grid stability by dynamically balancing renewable energy supply with demand using AI-driven forecasting and optimization models.

Energy Consumption Analytics

Gain actionable insights into energy usage patterns, detect inefficiencies, and optimize consumption to reduce costs and carbon footprints.

Smart Grid Management

AI-powered automation improves grid resilience, prevents outages, and dynamically allocates resources for optimal performance and stability.

Emissions Monitoring

Track, analyze, and reduce carbon emissions with AI-powered monitoring tools, ensuring regulatory compliance and sustainability goals.

THE PROBLEM

Over 90% of AI projects fail to go live.

Most AI projects stall because in-house teams lack the expertise and resources to execute.

Talk to our team

Lack of Expertise

Without specialized AI knowledge, projects struggle to progress and meet KPIs.

Lack of Time

Tight deadlines and limited bandwidth cause AI projects to fall behind.

Lack of Talent

The AI talent gap leaves projects struggling to scale and reach production.

HOW IT WORKS

Exceptional AI solution engineers for your project.

LEARN

We'll help you scope the right use cases.

Deep dive into your technical challenges and talent gaps

Educate your business units with GenAI workshops

Consult with domain experts – your first call is free

design

We’ll design and set up your AI architecture.

Collaborate with global AI solution architects

Craft a customized AI roadmap

Set up and optimize your team

implement

We'll manage the execution of your AI POC.

Get hands-on technical management by global AI engineers

Launch your project with full confidence

Get expert training for widespread AI POC adoption

“Everyone we engaged with from Swarm were highly collaborative & hands-on, from beginning to end.”

Zach Schmitz

Founder and CEO, Public Grid

Talk to our team

USE CASES

We already have deep experience in several AI use cases.

Talk to our team

Enterprise Search & Knowledge Retrieval

Uncover critical insights with enterprise-grade AI search tools that empower technical and non-technical stakeholders.

Multi-modal Analysis (Image, Audio, Video)

Extract insights from diverse data formats to enhance operational efficiency.

Customer Support & Chatbots

Drive customer satisfaction with AI-powered chatbots that offer real-time responses and reduced resolution times.

Document and Content Generation

Automate the creation of content–from reports to personalized communications–with guaranteed consistency and speed.

Product & Developer Productivity

Boost developer productivity with AI-driven tools that accelerate coding, automate testing, and streamline deployment.

Custom Builds

Create bespoke AI solutions tailored to your enterprise’s unique objectives and challenges.

CAPABILITIES

Access AI experts with deep expertise in energy use cases

Our experts have built technology at leading AI companies.

Talk to our team

AI Business Analysis & Strategy Consulting

We assess your data, technology, and operations to develop an AI strategy that drives impact.

Solution Implementation & Migration

We design, build, and integrate AI solutions to help you scale with confidence.

Solution Maintenance

We provide ongoing monitoring, fine-tuning, and support to maintain optimal solution performance.

TESTIMONIALS

Partner with top consultants. Hear it from industry leaders.

Talk to our team

As a venture builder, we test a lot of ideas. Swarm allowed us to quickly find great developers to build out our MVPs. We are looking forward to using Swarm to onboard cross functional teams on demand.

Louie Bernardo

Chief of Product at f(Dev) Digital Foundry

f(dev) Digital Foundry

Benj's architectural prowess helped bring Public Grid's (formerly Cottage) product to life, helping customers across the U.S. find the best energy rates with a focus on renewable energy.

Zack Schmitz

Co-founder at Public Grid (formerly Cottage)

Public Grid

Angela distinguished herself very early as having Axiamatic DNA — her sense of ownership of her work and how she shows up in front of our customers, her design sense and confidence in pointing out that we had disconnected features instead of user-centric workflows.

Rajiv Gupta

CEO and Co-Founder at Axiamatic

Axiamatic

Swarm connected our company to the most talented engineers and designers who executed our tech vision for MadEats the way that the founders envisioned it. It felt as if they were really part of the team — they understood the challenge and provided the solution we needed to launch our MVP.

Mikee Villareal

CEO and Co-Founder at MadEats (YC S21)

MadEats

Featured AI Blogs

Featured AI Blog

How Mid-Market Companies Can Seize Southeast Asia’s $120B AI Opportunity

5 min read

Image Battle: When AI Makes the Art, Who Wins?

8 minute read

AI Without Strategy is Just Hype—Simon Wardley on Mapping AI Adoption

4 min read

How Mid-Market Companies Can Seize Southeast Asia’s $120B AI Opportunity

5 min read

Accelerate your AI project’s deployment with confidence.

Connect with our team for a free, no-obligation consultation. Whether you're just starting out, or deep in your AI strategy, we’re here to help.

Talk to our team

trusted by leading enterprises globally:

AI Solutions for Energy Industries

GenAI is redefining the energy industry.

John Paul Alcala

How CREA Cut Data Costs by 30% and Migrated to Amazon Redshift in 1.5 Months

Tim Santos

How building self-serve tools led GTM and acquisition by Digital Ocean for 110M

Nishant Nikhil

Serving ~$1M in revenue in property maintenance through image segmentation

Tim Santos

How Graphcore x Pienso earned the CogX Innovation Award for NLP

Anand Krishnan

Reducing unnecessary caregiver visits for the elderly by 30%

Tim Santos

Enabled ML tooling rollout across 90+ tax jurisdictions

Evelyn Goh

Improving efficiency for radiology diagnostics through an AI hospital assistant

Anand Krishnan

Increasing ROI on renewable energy investments by 3x through IoT sensors and ML

Joshua Arvin Lat

Decreasing operations time through an ML-powered pricing tool

Tim Santos

Providing accessibility for 20K models and data sets

Joshua Arvin Lat

Improving ad targeting and engagement through EEG, facial recognition, and AI

Transforming forest conservation with AI-powered biodiversity reporting

Minimizing drilling risks and costs with AI-driven seismic prediction for enhanced operational efficiency

Your competitors are investing in GenAI and are seeing significant ROI

GenAI is redefining industries and transforming productivity.

78%

20%

30%

30%

Smarter decisions and sustainable outcomes through AI

Energy Trading & Market Forecasting

Leverage AI-driven predictive analytics to optimize trading strategies, mitigate risks, and capitalize on market opportunities with real-time forecasting.

Renewable Energy Integration

Enhance grid stability by dynamically balancing renewable energy supply with demand using AI-driven forecasting and optimization models.

Energy Consumption Analytics

Gain actionable insights into energy usage patterns, detect inefficiencies, and optimize consumption to reduce costs and carbon footprints.

Smart Grid Management

AI-powered automation improves grid resilience, prevents outages, and dynamically allocates resources for optimal performance and stability.

Emissions Monitoring

Track, analyze, and reduce carbon emissions with AI-powered monitoring tools, ensuring regulatory compliance and sustainability goals.

Over 90% of AI projects fail to go live.

Lack of Expertise

Lack of Time

Lack of Talent

Exceptional AI solution engineers for your project.

We'll help you scope the right use cases.

We’ll design and set up your AI architecture.

We'll manage the execution of your AI POC.

We already have deep experience in several AI use cases.

Enterprise Search & Knowledge Retrieval

Multi-modal Analysis (Image, Audio, Video)

Customer Support & Chatbots

Document and Content Generation

Product & Developer Productivity

Custom Builds

Access AI experts with deep expertise in energy use cases

AI Business Analysis & Strategy Consulting

Solution Implementation & Migration

Solution Maintenance

Partner with top consultants. Hear it from industry leaders.

Featured AI Blogs

Featured AI Blog

How Mid-Market Companies Can Seize Southeast Asia’s $120B AI Opportunity

Image Battle: When AI Makes the Art, Who Wins?

AI Without Strategy is Just Hype—Simon Wardley on Mapping AI Adoption

How Mid-Market Companies Can Seize Southeast Asia’s $120B AI Opportunity

Accelerate your AI project’s deployment with confidence.

for companies

for consultants

EVENTS

resources

Swarm

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