United States computer integrated systems design industry landscape illustrating listed-company operations, infrastructure and market activity

Prism Finance USA · comparison snapshot

Computer Integrated Systems Design Stocks in USA: Revenue Cohort 4

Name: Computer Integrated Systems Design Stocks in USA: Revenue Cohort 4 comparison snapshot
Creator: Fliar BI Prism

A five-company computer integrated systems design cohort selected by latest filing revenue, then compared across market path, filings, profitability, readiness, Prism attention and industry context.

Snapshot: 31 August 2026Not investment adviceRanked by Prism readiness

Readiness leaderIonQ · 52

Strongest available pathIonQ · +278.0%

Widest latest marginAsure Software · -9.3%

Companies compared5 · U.S.-listed

01 · Readiness ranking

Five companies, one comparable score

Companies are ordered by the Fliar BI Prism readiness score used by the Prism Finance USA source pack. The score is a research signal, not a recommendation.

Readiness #1IONQ · NYSE

IonQ

A U.S.-listed issuer classified by the SEC in Computer Integrated Systems Design

Founded 2015WILMINGTON$15.93B market cap

View full Companies Radar profile

52Moderate

Snapshot price$39.31as of page date

Monthly-close return+278.0%five-year window

FY2025 revenue$0.13BIonQ, Inc.

Net margin-392.6%FY2025

P/E snapshot-32.4xone ratio, not a verdict

Prism attention1.7%share across these five

Filing track recordRevenue, USD billions

+6094.2%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 180.5%

52-week position23% through range

$25.89$84.64

News mentions4.5K

Community mentions8.3Kpartial coverage

U.S.-scope patents621

Prism InsightsWhat sits behind the readiness signal
Observed risk 7/100higher means more observed risk

Earnings signal82/100
Management stability90/100
Market position17/100
Capital-event signal60/100
Innovation pulse0/100

Management signal

No leadership-churn flag in the model; 15 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 32 M&A involvements, 0 asset-acquisition events and 6 contract events.

Innovation activity

Prism records 0 lifetime product-launch events, 0 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

Recent available records contain 0 lawsuit, 2 regulatory and 0 layoff events across their stated windows.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #2SLP · Nasdaq

Simulations Plus

A U.S.-listed issuer classified by the SEC in Computer Integrated Systems Design

Founded 1996Lancaster, California$372.1M market cap

View full Companies Radar profile

51Moderate

Snapshot price$18.40as of page date

Monthly-close return-53.4%five-year window

FY2025 revenue$0.08BSimulations Plus, Inc.

Net margin-81.7%FY2025

P/E snapshot46.0xone ratio, not a verdict

Prism attention0.2%share across these five

Filing track recordRevenue, USD billions

+70.4%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Revenue derived as cost of revenue plus gross profit for FY2021, FY2022, FY2023 · CAGR 14.3%

52-week position74% through range

$11.09$21.01

News mentions642

Community mentions0partial coverage

U.S.-scope patents1

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal63/100
Management stability90/100
Market position13/100
Capital-event signal55/100
Innovation pulse17/100

Management signal

No leadership-churn flag in the model; 0 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 7 M&A involvements, 1 asset-acquisition events and 3 contract events.

Innovation activity

Prism records 2 lifetime product-launch events, 1 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

No lawsuit or regulatory event is recorded in the latest 360-day window and no layoff event in the latest 180-day window. This is not legal clearance.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #3ASUR · Nasdaq

Asure Software

A U.S.-listed issuer classified by the SEC in Computer Integrated Systems Design

Founded 1999Austin, Texas$263.4M market cap

View full Companies Radar profile

43Cautious

Snapshot price$9.12as of page date

Monthly-close return+1.2%five-year window

FY2025 revenue$0.14BASURE SOFTWARE INC

Net margin-9.3%FY2025

P/E snapshot8.5xone ratio, not a verdict

Prism attention0.1%share across these five

Filing track recordRevenue, USD billions

+114.5%

FY2020–FY2025 · 5 filing periods · TOTAL REVENUE · Revenue derived as cost of revenue plus gross profit for FY2024, FY2025 · CAGR 21.0%

52-week position68% through range

$6.80$10.20

News mentions357

Community mentions0partial coverage

U.S.-scope patents0

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal65/100
Management stability90/100
Market position11/100
Capital-event signal25/100
Innovation pulse3/100

Management signal

No leadership-churn flag in the model; 3 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 8 M&A involvements, 0 asset-acquisition events and 1 contract events.

Innovation activity

Prism records 17 lifetime product-launch events, 0 in the latest 360 days, and 1 company announcements in that window.

Recent risk watch

No lawsuit or regulatory event is recorded in the latest 360-day window and no layoff event in the latest 180-day window. This is not legal clearance.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #4SMRT · NYSE

SmartRent

A U.S.-listed issuer classified by the SEC in Computer Integrated Systems Design

Founded 2017Scottsdale$254.8M market cap

View full Companies Radar profile

37Cautious

Snapshot price$1.33as of page date

Monthly-close return-89.8%five-year window

FY2025 revenue$0.15BSmartRent, Inc.

Net margin-39.8%FY2025

P/E snapshot-266.0xone ratio, not a verdict

Prism attention0.1%share across these five

Filing track recordRevenue, USD billions

+37.7%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 8.3%

52-week position33% through range

$0.91$2.20

News mentions321

Community mentions6partial coverage

U.S.-scope patents11

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal30/100
Management stability90/100
Market position12/100
Capital-event signal54/100
Innovation pulse0/100

Management signal

No leadership-churn flag in the model; 5 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 10 M&A involvements, 0 asset-acquisition events and 2 contract events.

Innovation activity

Prism records 0 lifetime product-launch events, 0 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

No lawsuit or regulatory event is recorded in the latest 360-day window and no layoff event in the latest 180-day window. This is not legal clearance.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #5STEM · NYSE

Stem

A U.S.-listed issuer classified by the SEC in Computer Integrated Systems Design

Founded 2009Millbrae, California$55.1M market cap

View full Companies Radar profile

33Cautious

Snapshot price$5.72as of page date

Monthly-close return-98.8%five-year window

FY2022 revenue$0.36BSTEM, INC.

Net margin-34.2%FY2022

P/E snapshot-1.0xone ratio, not a verdict

Prism attention97.9%share across these five

Filing track recordRevenue, USD billions

+185.0%

FY2021–FY2022 · 2 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 185.0%

52-week position3% through range

$4.92$32.23

News mentions260.0K

Community mentions0partial coverage

U.S.-scope patents237395

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal21/100
Management stability90/100
Market position13/100
Capital-event signal46/100
Innovation pulse0/100

Management signal

No leadership-churn flag in the model; 0 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 7 M&A involvements, 1 asset-acquisition events and 6 contract events.

Innovation activity

Prism records 1 lifetime product-launch events, 0 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

No lawsuit or regulatory event is recorded in the latest 360-day window and no layoff event in the latest 180-day window. This is not legal clearance.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

02 · Side-by-side

The comparisons that change the picture

Every bar preserves its own meaning. Price return, revenue scale, profitability and attention are deliberately not blended into one recommendation.

Available monthly-close return

Dated window printed on each company card; not a forecast.

IonQ

+278.0%

Asure Software

+1.2%

Simulations Plus

-53.4%

SmartRent

-89.8%

Stem

-98.8%

Latest revenue

USD billions, official filing scope shown on each company card.

Stem

$0.36B

SmartRent

$0.15B

Asure Software

$0.14B

IonQ

$0.13B

Simulations Plus

$0.08B

Latest profit margin

Company-card labels distinguish continuing-operations and net-income scope.

Asure Software

-9.3%

Stem

-34.2%

SmartRent

-39.8%

Simulations Plus

-81.7%

IonQ

-392.6%

Prism news attention

Normalized share across these five names; attention is not quality.

Stem

97.9%

IonQ

1.7%

Simulations Plus

0.2%

Asure Software

0.1%

SmartRent

0.1%

03 · Prism readout

What the signals say—and what they do not

The headline share is normalized computer integrated systems design news attention across these five names. Partial community coverage and U.S.-scope patent records are displayed separately and are not blended into it.

Scale + attention

Stem leads the conversation

It holds 97.9% of measured computer integrated systems design news attention and also carries the basket's largest revenue base at $0.36B.

Price path

IonQ leads the available price paths

Its monthly-close return is +278.0% for the five-year window. At the other end, Stem is -98.8% for its five-year window. Windows printed on each card must be compared carefully; price history is not a forecast.

Profitability

Asure Software has the widest latest margin

Its FY2025 net margin is -9.3%. Its revenue history in this snapshot spans only the periods printed on its card, so longer histories are not treated as equivalent.

Price vs operating signals

SmartRent shows why one ratio is not a verdict

It has the basket's lowest snapshot P/E at -266.0x while its five-year window price return is -89.8%. Valuation, price path and readiness answer different questions.

04 · Research areas

Deeper Prism readout where coverage is dense

Shown only for companies with more than 800 available Prism news records. Counts describe the available research corpus, not company quality.

Areas of research · IONQ

IonQ

4,529available Prism news records

Prism top themes

Price action & investor response

496

Macro demand & rates

214

Capital allocation & transactions

133

Earnings & financial performance

116

Legal, arbitration & regulatory

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

+117.1%2,251 latest 12m vs 1,037 prior 12m

Machine-classified coverage tone

89.4% positive+1.7 pp vs preceding four quarters

24Q3

24Q4

25Q1

25Q2

25Q3

25Q4

26Q1

26Q2

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

quantum algorithms 280quantum supremacy 204quantum processors 188quantum hardware 187qubit operations 157quantum gates 112stock performance 110stock price 68

Keyword tag occurrences in available Prism news records.

Coverage: 2016-06-14–2026-06-19 · trend and themes shown through 2026-06

Areas of research · STEM

Stem

260,005available Prism news records

Prism top themes

Leadership & governance

1,268

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

-27.5%24,653 latest 12m vs 34,019 prior 12m

Machine-classified coverage tone

86.7% positive+2.3 pp vs preceding four quarters

24Q4

25Q1

25Q2

25Q3

25Q4

26Q1

26Q2

26Q3

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

junior high stem curriculum 1,472engineering projects adolescents 935tuition scholarships 908scholarship applications 847tech-enhanced pedagogy 807engineering outreach 735study overseas 714overseas study 652

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-01–2026-08-04 · trend and themes shown through 2026-08

05 · Community discussion

Common topics where conversation clears the gate

Shown only above 25 entity-matched mentions. Coverage is partial and topic counts exclude identified namesake noise.

IONQ

IonQ

8,280 mentions

Stock and valuation

5,494

Products, pricing and logistics

1,472

Workplace and hiring

Other company context

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 8,280 records remained after filtering.

06 · Company event log

Common news types and recent highlights

Event patterns and selected recent headlines come from available Prism company-event records since 2023. Obvious forecast, holdings, duplicate and retrospective noise is filtered.

IONQ

IonQ

through 2026-04-09

Earnings releases 23M&A 23Leadership changes 21Company announcements 7Business contracts 6

2026-04-09
M&A
The deal involves Horizon Quantum acquiring IonQ's 256-qubit trapped-ion system, which is expected to enhance their quantum computing capabilities as the company aims to unlock broader quantum advantages for developers.
2026-03-02
Earnings releases
IonQ unveiled its Q4 performance on February 25, delivering a non-GAAP loss of $0.20 per share alongside revenue totaling $61.89 million.
2026-02-27
Leadership changes
Steve Harris, Cameron Chehreh, and Mike Lawson join IonQ, bringing extensive experience from Dell, Intel, and the U.S. Air Force.

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

SLP

Simulations Plus

through 2026-04-10

Earnings releases 37Leadership changes 4M&A 3

2026-04-10
Earnings releases
We exceeded the top line guidance that we communicated to you last quarter and delivered $24.3 million in revenue during second quarter with growth in both our Software and Service segments.
2024-12-06
M&A
Simulations Plus Inc. purchased Pro-Ficiency Holdings Inc. and its units in a cash deal valued at approximately $100 million.
2024-01-03
Leadership changes
Sandra Suarez-Sharp, Ph.D., currently Vice President, Regulatory Affairs, is promoted to President, Regulatory Strategies.

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

ASUR

Asure Software

through 2026-04-16

Earnings releases 34Company announcements 4Leadership changes 3Listing / IPO 1

2026-04-16
Company announcements
Asure Software, Inc. (Nasdaq: ASUR ) , a leading provider of cloud-based Human Capital Management software solutions, announced today that the Company will hold a conference call on Thursday, April 30, 2026 at 4:30 p.m. Eastern time to discuss its financial results for the first quarter of 2026.
2026-03-31
Leadership changes
Asure Software, Inc., a leading provider of cloud-based Human Capital Management (“HCM”) software solutions, appointed Tiffany Mortimer as Chief Transformation & People Officer.
2026-02-26
Earnings releases
Fourth Quarter 2025 Revenues of $39.3 Million up 28% year over year

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

SMRT

SmartRent

through 2026-02-05

Earnings releases 17Leadership changes 13Lawsuits 3Business contracts 1Company announcements 1

2026-02-05
Earnings releases
Revenue in the range of $36 million to $37 million , representing the first quarter of year-over-year revenue growth in the last seven quarters
2025-12-17
Leadership changes
SmartRent has named Sangeeth Ponathil as Chief Information Officer.
2024-12-16
Company announcements
SmartRent, Inc. (NYSE: SMRT) (“SmartRent” or the “Company”), the leading provider of smart communities solutions and smart operations solutions for the rental housing industry, confirmed the launch of its recently announced $10 million investment program.

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

STEM

Stem

through 2026-04-29

Earnings releases 17Company announcements 5Business contracts 4M&A 3Asset acquisitions 1

2026-04-29
M&A
Stem announced it has acquired software assets from raicoon, a solar fault-detection software provider, in a tech M&A deal.
2026-04-28
Asset acquisitions
Stem, a global leader in AI-enabled clean energy software and services, has acquired the software assets of raicoon GmbH,
2025-12-04
Board updates
Stem Board Of Directors Appoints CEO Arun Narayanan To Board

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

07 · Industry landscape

Computer Integrated Systems Design Industry in USA

A bottom-of-page sector lens combining Prism's exact U.S. market-growth extraction with tightly matched U.S.-primary computer integrated systems design news. It adds context to the stock basket without turning industry signals into a recommendation.

Prism market forecast extraction

integrated systems market

3 sources60.6% extraction confidence

2024 extracted base$27.81B–$30.45B

2033 extracted forecast$56.52B

Implied source CAGR8.2%

safety and securityautomation solutionsIndustry 4.0

Multi-source card returned by Prism's /special_extraction market-growth service. Extracted geography mix: Global. This is a dated market benchmark, not a forecast for the five-stock basket.

Prism news insights

U.S. Computer Integrated Systems Design news pulse

584,902available Prism news records

Latest 12m volume+5.5%246178 vs 233272 records

Positive classified tone63.2%+6.1 pp vs prior four quarters

24Q4

25Q1

25Q2

25Q3

25Q4

26Q1

26Q2

26Q3

Available U.S.-primary Prism records matching computer, design, integrated, system. Metadata counts can overlap; coverage volume and tone are not measures of industry output.

Recurring Prism themes

electoral system critiques

51,852

government election administration and voting systems

49,750

election integrity and voting rights

49,207

political party dynamics

37,317

political campaign strategies

33,022

spirituality and personal belief systems

32,706

Metadata occurrences; one record can contribute more than one theme.

Frequent industry keywords

solar electricity generation 10,054solar pv 8,168voter targeting 6,925tax policy execution 6,758ev drive system innovations 6,748next-generation ev platforms 6,619ev powertrain advancements 6,447voter registration deadlines 5,928

Counts cover the matched industry corpus, not the broader company-news totals above.

Curated signal map

Opportunity and caution, side by side

Evidence prompts—not probabilities.

Opportunity · market driver

safety and security

3 forecast sources

A recurring driver in the extracted market evidence provides a measurable research thread for the sector.

Prism /special_extraction market-growth card

Opportunity · demand

electoral system critiques

51,852 matched theme records

The largest current Prism news theme shows where sector attention and reported activity are concentrating.

Prism U.S. news metadata

Opportunity · innovation

Innovation and product activity

65,171 matched news records

Technology, product and R&D metadata provide an auditable view of the sector's innovation conversation.

Unique news records matching the curated innovation rule

Caution · market restraint

hefty initial investment

11,063 macro/risk records

The extracted restraint and the measured macro-news pulse belong in the downside research frame.

Prism market-growth restraint plus U.S. news metadata

Caution · news pulse

Coverage growth can reverse

+5.5% news volume

The latest 12 months contain 246,178 matched records versus 233,272 in the previous window.

Available Prism coverage through 2026-06-21

Caution · sentiment

Classified tone is not demand

63.2% positive · +6.1pp

Machine-classified news tone is useful context, but it is not revenue, output or a return forecast.

Eight-quarter Prism sentiment series

Opportunity and caution cards are curated research prompts grounded in the counts shown; they are not probabilities, recommendations or forecasts. News coverage runs 2024-01-01–2026-06-21; the latest quarter may be partial.

Explore the broader U.S. industrial landscape →

08 · Scope and sources

How to read this snapshot

Basket and ranking

Five U.S.-listed issuers classified under SEC SIC 7373 (Computer Integrated Systems Design), selected as the first five names that pass all live publication gates from the latest filing revenue candidate pool ranked 16–23. Every candidate has complete cached readiness evidence. This is a research cohort, not a recommendation.

Companies are ordered by the Fliar BI Prism readiness score used by the Prism Finance USA source pack. The score is a research signal, not a recommendation.

Evidence used

Official annual filingsFY revenue history and latest profitability
U.S. exchange market snapshotDated price, 52-week range, P/E, market capitalisation and monthly-close return
Fliar BI PrismReadiness, company and industry news, community context and U.S.-scope patent records
Prism market-growth extractionDated third-party Computer Integrated Systems Design Industry in USA market benchmark with source-count, geography and confidence context

Important: Research and educational information only. Not investment advice, a recommendation, or a live-price service. Market figures are dated as of 31 August 2026.

09 · Final derived analysis

Conclusions, comparisons, anomalies, explanations and decisions

A final evidence-linked synthesis of the metrics already displayed above. Every named company opens its actual Companies Radar profile.

Conclusions

IonQ leads the readiness ranking

Its Prism readiness score is 52/100, the highest in this five-company comparison.

Open IonQ in Companies Radar

Scale and margin leadership sit with Stem and Asure Software

Stem has the largest displayed latest revenue at $0.36B; Asure Software has the widest displayed latest margin at -9.3%.

Open Stem in Companies Radar Open Asure Software in Companies Radar

Comparisons

Strongest versus weakest available price path

IonQ is +278.0% for its five-year window; Stem is -98.8% for its five-year window.

Open IonQ in Companies Radar Open Stem in Companies Radar

Largest versus smallest displayed revenue base

The latest displayed revenue ranges from $0.36B for Stem to $0.08B for Simulations Plus. Entity and filing-period labels remain visible on the company cards.

Open Stem in Companies Radar Open Simulations Plus in Companies Radar

Anomalies

Stem has the widest attention-readiness rank gap

It ranks #1 by measured news attention (97.9%) and #5 by Prism readiness. The gap is a review flag, not evidence that either measure is wrong.

Open Stem in Companies Radar

Stem shows a price-operating divergence to inspect

Its displayed filing-revenue change is +185.0% while its available monthly-close return is -98.8%. The signs differ, but the two measures cover different windows and do not establish causality.

Open Stem in Companies Radar

Explanations

Attention measures coverage volume, not quality

Stem's 97.9% share says it appears most often in the matched Prism corpus. It does not score whether that coverage is favourable or whether the company is investable.

Open Stem in Companies Radar

Different windows explain why signals can disagree

Revenue comes from the printed filing periods, price paths use the dated monthly-close windows, and Prism signals use their stated event windows. No causal attribution is made across them.

Research decisions

Verify the readiness leader in Companies Radar

Open IonQ's company profile and inspect the underlying management, market-activity, innovation and risk evidence before relying on the 52/100 score.

Open IonQ in Companies Radar

Stress-test the largest divergence before forming a view

Compare Stem's profile with IonQ's profile, then reconcile the displayed filing and price windows. This is a next-research action, not a buy or sell decision.

Open Stem in Companies Radar Open IonQ in Companies Radar

Method boundary: These are deterministic comparisons of the displayed snapshot fields. They flag relationships for further research, do not establish causality and are not investment recommendations.