Infrastructure & Resource Management – CB Insights Research https://www.cbinsights.com/research Wed, 18 Sep 2024 21:24:09 +0000 en-US hourly 1 Big Tech in Energy: How Amazon, Google, Microsoft, & Nvidia are advancing the global energy transition https://www.cbinsights.com/research/report/big-tech-energy-amazon-google-microsoft-nvidia/ Wed, 04 Sep 2024 16:53:08 +0000 https://www.cbinsights.com/research/?post_type=report&p=170867 The energy sector presents big tech companies with opportunities to address the growing demand for clean energy solutions and meet their sustainability goals. These tech leaders are collaborating with energy incumbents and startups alike to tap into renewable energy sources …

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The energy sector presents big tech companies with opportunities to address the growing demand for clean energy solutions and meet their sustainability goals.

These tech leaders are collaborating with energy incumbents and startups alike to tap into renewable energy sources and decarbonize their operations.

While these big tech players are competing in the energy space, they are also developing unique strategies:

  • Amazon is working to decarbonize its transportation and fulfillment center operations, with a focus on hydrogen tech.
  • Google is pioneering new models for clean energy procurement as it works to boost the sustainability of its data center network.
  • Microsoft is focusing on renewable energy sources — like solar and fusion — and carbon capture technologies to meet the growing energy demands of its AI-driven operations.
  • Nvidia is enhancing data center energy efficiency and investing in the development of a green and reliable power grid.

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Find out where Amazon, Google, Microsoft, and Nvidia are focused in energy — and where they plan to move next.

This report uses CB Insights datasets like investments, acquisitions, business relationships, company scouting reports, earnings transcripts, and more. Learn more about our data here.

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The AI in defense tech market map https://www.cbinsights.com/research/ai-defense-tech-market-map/ Wed, 14 Aug 2024 21:00:10 +0000 https://www.cbinsights.com/research/?p=170263 The battlefield is becoming increasingly autonomous and digital, driven by foundational developments in artificial intelligence. It’s estimated that robots and other smart machinery will make up as much as one-third of US military presence in the next 15 years, according …

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The battlefield is becoming increasingly autonomous and digital, driven by foundational developments in artificial intelligence.

It’s estimated that robots and other smart machinery will make up as much as one-third of US military presence in the next 15 years, according to Mark Milley, a retired US Army General and former chairman of the Joint Chiefs of Staff.

Unmanned systems already dominate in some areas — like aerial drones — while significant development is underway in bringing autonomous tech to the ground, ocean surface, and underwater domains.

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State of Climate Tech Q2’24 Report https://www.cbinsights.com/research/report/climate-tech-trends-q2-2024/ Tue, 13 Aug 2024 13:00:11 +0000 https://www.cbinsights.com/research/?post_type=report&p=170283 Climate tech funding dropped QoQ in Q2’24, reaching its lowest quarterly level since Q2’20. While deal count jumped QoQ, it still remained well below 2023’s quarterly totals. Amid the funding decline, investors are favoring smaller mid- and late-stage deals. However, …

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Climate tech funding dropped QoQ in Q2’24, reaching its lowest quarterly level since Q2’20. While deal count jumped QoQ, it still remained well below 2023’s quarterly totals.

Amid the funding decline, investors are favoring smaller mid- and late-stage deals. However, they are still willing to place early-stage bets where they see strong opportunities.

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Get 137+ pages of charts and data detailing the latest venture trends in climate tech.

Based on our deep dive in the full report, here is the TL;DR on the state of climate tech:

    • Global climate tech funding declines by 20% QoQ to $4.9B in Q2’24 — the lowest quarterly total since Q2’20. While deal count rebounded QoQ to 397 in Q2, it still came in well below 2023’s quarterly totals.

Climate tech funding drops to its lowest level since Q2'20

    • Climate tech doesn’t see any unicorn births (private companies reaching $1B+ valuations) in Q2’24, marking climate tech’s second straight quarter without any new unicorns. This coincides with a decline in late-stage deal sizes — the median deal size at that stage is $38M in 2024 YTD, down 16% vs. full-year 2023.

Climate tech doesn't see any new unicorns in Q2'24

    • Late-stage deal sizes decline, while early-stage sizes show strength. The median late-stage deal size is $38M in 2024 YTD — down 16% from full-year 2023. In contrast, median early-stage size is up 39% YTD, suggesting that investors are still willing to place bets where they see strong early-stage opportunities. Two of the largest early-stage deals in Q2’24 went to Cylib and Aether Fuels. Both companies intend to use the funding to scale and support commercialization initiatives — goals that are generally communicated by later-stage companies.

Median early-stage deal size rises, mid- and late-stage sizes decline

    • $100M+ mega-rounds continue to trend down in Q2’24. Climate tech mega-rounds dropped from 17 in Q1’24 to 9 in Q2’24. The majority of Q2’24’s mega-round recipients are focused on scaling operations and achieving full-scale commercialization. For example, one of the quarter’s largest deals ($375M Series G) went to battery materials developer Sila, which plans to use the funding to ramp up silicon anode production.

Climate tech standouts are using mega-round funding for scaling and commercialization efforts
Source: CB Insights — Sila Funding Insights

  • Climate tech funding drops yet again in Asia. Climate tech startups in the region raised a total of $0.4B in Q2’24, down 33% QoQ and 89% YoY. China suffered the sharpest funding decline (-90% QoQ) among highlighted countries in the region. India and Japan watched funding fall by 28% and 57% QoQ, respectively.

More energy resources from CB insights

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Sodium-ion batteries are poised for a breakout moment — energy players should prepare https://www.cbinsights.com/research/sodium-ion-batteries-energy-startups/ Wed, 07 Aug 2024 15:06:54 +0000 https://www.cbinsights.com/research/?p=170170 Rechargeable batteries are used in everything from smartphones to electric vehicles to grid storage. The industry has been dominated by lithium-ion batteries for years, but they can be expensive and don’t work well in low or high temperatures. Enter sodium-ion …

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Rechargeable batteries are used in everything from smartphones to electric vehicles to grid storage. The industry has been dominated by lithium-ion batteries for years, but they can be expensive and don’t work well in low or high temperatures.

Enter sodium-ion batteries.

They’re cheap to build, temperature-resilient, and could soon shake up the global energy storage market — which is projected to grow to $77B within the next 10 years.

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Analyzing 15 oil & gas leaders’ tech priorities: Here’s where incumbents are buying, investing, and partnering https://www.cbinsights.com/research/oil-gas-leaders-deals-acquisitions-investments-partnerships/ Wed, 10 Jul 2024 17:27:11 +0000 https://www.cbinsights.com/research/?p=169573 The oil & gas industry is navigating a transformative period as it adapts to the global energy transition. Major players like BP and Shell are aiming to become net-zero emissions energy businesses by 2050, with Shell targeting a 50% emissions …

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The oil & gas industry is navigating a transformative period as it adapts to the global energy transition.

Major players like BP and Shell are aiming to become net-zero emissions energy businesses by 2050, with Shell targeting a 50% emissions reduction by 2030 compared to 2016 levels.

These ambitious goals are driven in part by shifting regulatory frameworks. The EU, for instance, plans to require oil & gas companies to buy carbon credits to compensate for offshore activities, while in the US, the Inflation Reduction Act has incentivized sustainable aviation fuel (SAF) production.

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Analyzing Nvidia’s growth strategy: How the chipmaker plans to usher in the next wave of AI https://www.cbinsights.com/research/nvidia-strategy-map-partnerships-investments-acquisitions/ Thu, 20 Jun 2024 18:11:53 +0000 https://www.cbinsights.com/research/?p=169296 Nvidia, a fabless semiconductor firm, is betting its fortunes on AI.  While Nvidia initially developed its graphics processing units (GPUs) for gaming, these chips turned out to be ideal for powering AI tasks. Now, the company is focusing its efforts …

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Nvidia, a fabless semiconductor firm, is betting its fortunes on AI. 

While Nvidia initially developed its graphics processing units (GPUs) for gaming, these chips turned out to be ideal for powering AI tasks. Now, the company is focusing its efforts on providing the computing hardware — notably its A100 and H100 GPUs — and the software infrastructure required for developing generative AI applications.

Amid the generative AI rush, Nvidia has grown rapidly. In fact, it recently surpassed Microsoft and Apple to become the world’s most valuable company. To bolster its leadership position and keep ahead of AI computing competitors like AMD and Intel, Nvidia has forged relationships with companies across the AI landscape.

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The grid tech market map: The companies tackling the growing need for reliable electricity https://www.cbinsights.com/research/grid-tech-market-map/ Thu, 28 Mar 2024 20:34:44 +0000 https://www.cbinsights.com/research/?p=167478 There are significant risks ahead for the electrical grid. Threats to grid stability are escalating due to more extreme weather events and sophisticated cyber attacks. Increasing electricity demand due to data centers and electric vehicles exacerbates these challenges, while the global …

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There are significant risks ahead for the electrical grid.

Threats to grid stability are escalating due to more extreme weather events and sophisticated cyber attacks. Increasing electricity demand due to data centers and electric vehicles exacerbates these challenges, while the global push toward sustainable — yet intermittent — power sources like solar and wind adds further complexities.

There is an urgent need for more power generation diversity and delivery system reliability, as exemplified by incidents like the 2021 Texas freeze and the 2022 California heatwave.

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Quantum computing is a venture bright spot — we break down its recent funding surge in 5 charts https://www.cbinsights.com/research/quantum-computing-funding-deal-trends-2023/ Mon, 25 Mar 2024 14:36:04 +0000 https://www.cbinsights.com/research/?p=168070 Quantum computing is becoming an investor darling. Funding to the space set a new record in 2023 — bucking the broader decrease in venture funding for the second year in a row.   While still a nascent technology, startups are …

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Quantum computing is becoming an investor darling.

Funding to the space set a new record in 2023 — bucking the broader decrease in venture funding for the second year in a row.  

While still a nascent technology, startups are pursuing a broad range of potential use cases for quantum computing (which process information in a fundamentally different way to typical computers) across numerous industries — from training AI models more efficiently to simulating otherwise hard-to-model chemical reactions to quickly solving complex logistics problems, among many others.

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Analyzing GM’s growth strategy: How the automaker is reimagining its approach to vehicle electrification and automation https://www.cbinsights.com/research/general-motors-gm-strategy-map-investments-partnerships-acquisitions-joint-ventures/ Wed, 20 Mar 2024 17:12:27 +0000 https://www.cbinsights.com/research/?p=167203 General Motors is preparing for an electric future. The company maintains a robust internal combustion portfolio, but it has aggressively invested across the entire vehicle electrification ecosystem. Despite scaling back its EV production goals to account for fluctuating consumer demand, …

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General Motors is preparing for an electric future.

The company maintains a robust internal combustion portfolio, but it has aggressively invested across the entire vehicle electrification ecosystem. Despite scaling back its EV production goals to account for fluctuating consumer demand, GM remains committed to electric vehicles and plans to have the capacity to produce 1M EVs by 2025.

Meanwhile, GM has also pulled back from fully autonomous driving by reducing spending on Cruise — its autonomous vehicle (AV) subsidiary — and moved investments away from AV companies. However, the company has retained its focus on its advanced driver assistance system (ADAS), Super Cruise.

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Climate tech in 8 charts: 2023 https://www.cbinsights.com/research/climate-tech-trends-2023/ Tue, 12 Mar 2024 13:34:23 +0000 https://www.cbinsights.com/research/?p=166869 Funding to climate tech companies continued to trend down in Q4’23, despite deal counts remaining steady. However, as deal sizes have gotten smaller, the space has seen a corresponding shift toward early-stage dealmaking. In 2023, 69% of climate tech deals …

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Funding to climate tech companies continued to trend down in Q4’23, despite deal counts remaining steady.

However, as deal sizes have gotten smaller, the space has seen a corresponding shift toward early-stage dealmaking. In 2023, 69% of climate tech deals went to early-stage companies — an increase of 14 percentage points vs. 2022.

Using CB Insights data, we break down the climate tech landscape and the markets and startups seeing the most traction.

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The satellite & geospatial tech market map https://www.cbinsights.com/research/satellite-geospatial-tech-market-map/ Fri, 01 Mar 2024 18:33:11 +0000 https://www.cbinsights.com/research/?p=166590 The market for geospatial technology — which uses satellite & drone imagery, GPS data, and mapping software to analyze and interpret data around the planet — is experiencing extraordinary growth. New possibilities have emerged thanks to the proliferation of satellite …

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The market for geospatial technology — which uses satellite & drone imagery, GPS data, and mapping software to analyze and interpret data around the planet — is experiencing extraordinary growth.

New possibilities have emerged thanks to the proliferation of satellite launches — with SpaceX alone conducting a record 98 launches during 2023 — combined with the affordability of drones and advancements in imaging technologies.

This progress opens opportunities for startups and incumbents, helping expand geospatial use cases and capabilities across industries like agriculture, automotive, construction, defense & national security, insurance, manufacturing, mining, oil & gas, and more.

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5 climate tech markets gaining momentum in 2024 https://www.cbinsights.com/research/climate-tech-market-momentum-2024/ Thu, 29 Feb 2024 18:02:51 +0000 https://www.cbinsights.com/research/?p=167071 As corporations work to hit sustainability targets, climate tech companies are seeing a surge in demand for their solutions. Despite equity funding to the space dropping 39% YoY to $41B in 2023, deal counts actually ticked up 4% to over …

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As corporations work to hit sustainability targets, climate tech companies are seeing a surge in demand for their solutions.

Despite equity funding to the space dropping 39% YoY to $41B in 2023, deal counts actually ticked up 4% to over 2,700. This was driven by an increase in early-stage deals, which represented 69% of all deals in 2023 — up from 55% in 2022.

To see where climate tech is heading in 2024, we looked at the tech markets with the most early-stage investment activity in 2023:

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The climate tech in industrials market map https://www.cbinsights.com/research/climate-tech-industrials-market-map/ Tue, 12 Sep 2023 14:38:19 +0000 https://www.cbinsights.com/research/?p=162998 The industrial sector, responsible for nearly one third of US greenhouse gas, is seeing significant transformation amid the growing threat of climate change — and the rise of climate technologies to combat it. As industrial businesses look to improve their …

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The industrial sector, responsible for nearly one third of US greenhouse gas, is seeing significant transformation amid the growing threat of climate change — and the rise of climate technologies to combat it.

As industrial businesses look to improve their sustainability profiles and operational efficiency, they’re adopting a range of solutions from climate tech vendors. This has been accompanied by a surge in VC activity: In 2022, venture capital funding to climate tech reached a record high of over $70B.

These technologies range from carbon capture and storage — which helps industrial firms reduce and sequester their emissions — to more sustainable materials and fuels for specific industries like construction and aviation. They also include platforms to manage energy use, recycling, and more across industrial sites.

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The early-stage oil & gas production tech market map https://www.cbinsights.com/research/early-stage-oil-gas-production-tech-market-map/ Wed, 23 Aug 2023 16:50:29 +0000 https://www.cbinsights.com/research/?p=162700 The oil and gas industry is witnessing a historic surge, with upstream capital expenditures soaring by 39% in 2022 to reach $499B — the highest annual level seen since 2014. This financial upswing is prompting oil and gas producers to …

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The oil and gas industry is witnessing a historic surge, with upstream capital expenditures soaring by 39% in 2022 to reach $499B — the highest annual level seen since 2014.

This financial upswing is prompting oil and gas producers to seek tech solutions from startups to enhance operational efficiency. Oilfield asset management solutions, for instance, can make the oilfield more productive and profitable.

O&G producers are also focused on the pressing issue of sustainability. Technologies like flaring reduction and carbon capture are helping them reduce and capture stray emissions, as well as turn emissions into new revenue streams.

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Analyzing Caterpillar’s growth strategy: How the heavy equipment leader is building connected and sustainable job sites https://www.cbinsights.com/research/caterpillar-strategy-map-investments-partnerships-acquisitions/ Fri, 18 Aug 2023 19:56:17 +0000 https://www.cbinsights.com/research/?p=161037 Caterpillar — a global leader in heavy equipment for construction, mining, and other job sites — is focusing on enhancing its offerings through technological innovation. It has backed 25+ tech startups via its venture arm, Caterpillar Ventures, since 2015. Additionally, its …

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Caterpillar — a global leader in heavy equipment for construction, mining, and other job sites — is focusing on enhancing its offerings through technological innovation.

It has backed 25+ tech startups via its venture arm, Caterpillar Ventures, since 2015. Additionally, its internal innovation team actively employs new technologies, such as autonomous heavy equipment and additive manufacturing.

Caterpillar maintains a particular focus on boosting the sustainability and connectivity of its machinery. The company has set ambitious goals to reduce operational greenhouse gas emissions and enhance the energy efficiency of its products. For instance, Caterpillar has developed hybrid and electric machines that produce fewer emissions and consume less fuel than traditional equipment.

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The industrial internet of things (IIoT) market map https://www.cbinsights.com/research/industrial-internet-of-things-iiot-market-map/ Wed, 16 Aug 2023 23:05:36 +0000 https://www.cbinsights.com/research/?p=162403 At the heart of “Industry 4.0” — the latest wave of manufacturing digitization — lies the industrial internet of things (IIoT), an interconnected system of sensors, instruments, and other devices that merges automation and artificial intelligence to power smart factories and …

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At the heart of “Industry 4.0” — the latest wave of manufacturing digitization — lies the industrial internet of things (IIoT), an interconnected system of sensors, instruments, and other devices that merges automation and artificial intelligence to power smart factories and process plants.

This system not only enables industrial companies to collect data but also helps them analyze it to boost efficiency and sustainability. These functionalities are particularly notable for manufacturing plants given that vast quantities of their data typically go unused

In the market map below, we identify 112 IIoT vendors operating across 11 categories.

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The commercial proptech market map https://www.cbinsights.com/research/commercial-buildings-market-map/ Wed, 02 Aug 2023 20:44:25 +0000 https://www.cbinsights.com/research/?p=162018 The commercial building sector is evolving under the influence of sustainability and efficiency demands, as well as technological innovations such as digital twins, commercial cleaning robots, and virtual power plants. These technologies are redefining planning, maintenance, and operational cost strategies …

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The commercial building sector is evolving under the influence of sustainability and efficiency demands, as well as technological innovations such as digital twins, commercial cleaning robots, and virtual power plants.

These technologies are redefining planning, maintenance, and operational cost strategies while encouraging sustainability. For instance, HVAC systems — which account for 40% of a building’s energy usage — are now more manageable and efficient thanks to digital sensor technology.

The industry has also been shaped by the SEC’s mandatory climate disclosure ruling. Publicly traded Real Estate Investment Trusts (REITs) now report on climate-related risks and greenhouse gas emissions, leading many to adopt ESG monitoring platforms to meet the new standards.

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Funding to the industrial drone inspection market has tripled this year. Who are the key players? https://www.cbinsights.com/research/industrial-drone-inspection-job-site-mapping-market/ Tue, 18 Jul 2023 13:47:53 +0000 https://www.cbinsights.com/research/?p=161169 The industrial drone market is taking off. In 2023, global drone shipments are expected to reach 2.4M. Insider Intelligence estimates this total is increasing at a 67% compound annual growth rate (CAGR). Already this year, funding to the inspection & …

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The industrial drone market is taking off.

In 2023, global drone shipments are expected to reach 2.4M. Insider Intelligence estimates this total is increasing at a 67% compound annual growth rate (CAGR).

Already this year, funding to the inspection & job site mapping drone market has reached a 5-year high. Percepto, a startup in this space, recently raised a $67M Series C (in equity and debt), following 4 other equity funding rounds from its peers this year.

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3 applications of satellites that are transforming the industrials sector https://www.cbinsights.com/research/satellite-industrials-telecommunications-digital-twins-remote-monitoring/ Thu, 01 Jun 2023 21:03:11 +0000 https://www.cbinsights.com/research/?p=159481 Satellites are transforming heavy industries globally. It is now cheaper than ever to send satellites into orbit, in part thanks to SpaceX‘s innovations, which have helped bring the price of launching rockets down by 10x vs. a decade ago. At …

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Satellites are transforming heavy industries globally.

It is now cheaper than ever to send satellites into orbit, in part thanks to SpaceX‘s innovations, which have helped bring the price of launching rockets down by 10x vs. a decade ago.

At the same time, satellite technology continues to improve. Today’s satellites feature better imaging systems, more powerful sensors, and faster data processing than ever before.

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70+ early-stage companies powering the smart grid https://www.cbinsights.com/research/smart-grid-energy-early-stage-startups-market-map/ Tue, 18 Apr 2023 13:30:07 +0000 https://www.cbinsights.com/research/?p=157466 Recent major blackouts have shown that traditional electrical grids are not able to handle the increasing demand for electricity or respond quickly enough when outages occur. Smart grids, which rely on new technologies like smart meters and distributed energy resources …

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Recent major blackouts have shown that traditional electrical grids are not able to handle the increasing demand for electricity or respond quickly enough when outages occur.

Smart grids, which rely on new technologies like smart meters and distributed energy resources to optimize energy flows and utility operations, are designed to be more resilient, efficient, and secure than traditional electrical grids. They allow utilities to better monitor and manage electricity flows, detect outages, and respond to restore power.

They are also a key part of transitioning toward a low-carbon economy, helping move away from fossil fuels while still providing reliable electricity services to households and businesses around the world.

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6 applications of generative AI in industrials https://www.cbinsights.com/research/generative-ai-industrials/ Wed, 22 Mar 2023 15:35:00 +0000 https://www.cbinsights.com/research/?p=157274 Generative AI — which refers to AI technologies that generate entirely new content, from lines of code to images to human-like speech — is kindling excitement across manufacturing, automotive, and other industrial sectors. The tech is already delivering time and …

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Generative AI — which refers to AI technologies that generate entirely new content, from lines of code to images to human-like speech — is kindling excitement across manufacturing, automotive, and other industrial sectors.

The tech is already delivering time and cost savings in a range of business functions, from R&D to product design. For instance, generative AI could reduce design timelines by up to 90% for infrastructure projects and slash raw material use by upwards of 95% in industrial design. 

Industrials incumbents are moving quickly to take advantage. Hyundai, for instance, has used Autodesk’s generative design software to figure out how to efficiently make parts for new vehicle modalities. IBM, meanwhile, is using generative AI to identify and test computer chip materials. 

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Analyzing Stanley Black & Decker’s growth strategy: How the industrial giant is digitizing the job site of the future https://www.cbinsights.com/research/stanley-black-decker-strategy-map-investments-partnerships-acquisitions/ Fri, 03 Mar 2023 15:23:51 +0000 https://www.cbinsights.com/research/?p=155038 Founded in 1843, Stanley Black & Decker is one of the largest industrial and residential tooling manufacturers in the world, with a brand portfolio including leading companies like Craftsman, DEWALT, and Cub Cadet. After decades of expanding into new verticals …

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Founded in 1843, Stanley Black & Decker is one of the largest industrial and residential tooling manufacturers in the world, with a brand portfolio including leading companies like Craftsman, DEWALT, and Cub Cadet.

11 Tech Trends To Watch Closely in 2023

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After decades of expanding into new verticals like security and healthcare, the company has recently divested of those spaces and is returning its focus to its core businesses of handheld tools and power equipment. Stanley Black & Decker is aggressively acquiring companies and investing billions of dollars in these areas with an industrial focus, helping reduce its exposure to the consumer market.

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The Future of the Grid: How technology is making the power grid more efficient, reliable, and sustainable https://www.cbinsights.com/research/future-of-the-grid/ Wed, 01 Mar 2023 16:46:15 +0000 https://www.cbinsights.com/research/?p=156116 The power grid of the future will be built on key technologies such as: Virtual power plants to increase grid flexibility during peak demand and reduce the need for distant, centralized power stations Microgrids to increase power reliability and security …

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The power grid of the future will be built on key technologies such as:

  • Virtual power plants to increase grid flexibility during peak demand and reduce the need for distant, centralized power stations
  • Microgrids to increase power reliability and security
  • Remote drone monitoring to reduce operational costs for maintaining grid assets such as power lines and substations
  • Grid storage to increase grid sustainability and reliability by storing renewable energy until it is needed
  • Blockchain technology to help track renewable energy credits and facilitate peer-to-peer energy trading

Below, we dive into these technologies: how they work, who has an edge, and how they’re shaping the future of the power grid.

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Prioritizing 10 technologies helping utility companies transform the power grid https://www.cbinsights.com/research/mvp-technology-framework-digitization-automation-utility-companies/ Mon, 13 Feb 2023 17:59:30 +0000 https://www.cbinsights.com/research/?p=155135 The power grid has changed more over the last decade than over the previous century. New technologies like virtual power plants and energy efficiency solutions have rapidly entered the market to make the grid more sustainable, reliable, and efficient. Thanks …

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The power grid has changed more over the last decade than over the previous century. New technologies like virtual power plants and energy efficiency solutions have rapidly entered the market to make the grid more sustainable, reliable, and efficient.

Thanks to these new technologies, carbon emissions from the electric power sector in the US have fallen by almost a third in the past decade or so. This occurred despite a similar amount of electricity generation and no increase in the inflation-adjusted real price of electricity.

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Prioritizing 9 technologies digitizing and automating the job site https://www.cbinsights.com/research/mvp-technology-framework-job-site/ Thu, 12 Jan 2023 14:06:39 +0000 https://www.cbinsights.com/research/?p=154452 Job sites around the world are currently constrained by supply chain shortages, a lack of skilled workers, and rising costs from stubborn inflation. In fact, 4 out of 5 construction firms consistently report having a hard time filling some or …

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Job sites around the world are currently constrained by supply chain shortages, a lack of skilled workers, and rising costs from stubborn inflation.

In fact, 4 out of 5 construction firms consistently report having a hard time filling some or all positions, according to the Associated General Contractors of America. With 40% of US construction workers expected to retire within the next decade, this labor challenge is expected to get even more difficult. 

11 Tech Trends To Watch Closely in 2023

Get the free report to see the top tech trends poised to reshape industries in 2023.

Want to see more research? Join a demo of the CB Insights platform.

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