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: Prism Readiness Cohort 5

Name: Computer Integrated Systems Design Stocks in USA: Prism Readiness Cohort 5 comparison snapshot
Creator: Fliar BI Prism

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

Snapshot: 02 September 2026Not investment adviceRanked by Prism readiness

Readiness leaderC3 AI · 38

Strongest available pathC3 AI · -83.4%

Widest latest marginC3 AI · -22.2%

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 #1TLS · Nasdaq

C3 AI

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

Founded 2012Chicago, Illinois$352.0M market cap

View full Companies Radar profile

38Cautious

Snapshot price$4.71as of page date

Monthly-close return-83.4%five-year window

FY2025 revenue$0.17BTELOS CORP

Net margin-22.2%FY2025

P/E snapshot17.8xone ratio, not a verdict

Prism attention1.8%share across these five

Filing track recordRevenue, USD billions

-32.0%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR -9.2%

52-week position20% through range

$3.79$8.36

News mentions4.9K

Community mentions786partial coverage

U.S.-scope patents272

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

Earnings signal66/100
Management stability90/100
Market position5/100
Capital-event signal0/100
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 2 M&A involvements, 0 asset-acquisition events and 5 contract events.

Innovation activity

Prism records 5 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 #2SMRT · NYSE

SmartRent

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

Founded 2017Scottsdale$260.6M market cap

View full Companies Radar profile

37Cautious

Snapshot price$1.36as of page date

Monthly-close return-89.6%five-year window

FY2025 revenue$0.15BSmartRent, Inc.

Net margin-39.8%FY2025

P/E snapshot-272.0xone 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 position35% 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 #3RIME · Nasdaq

Singing Machine

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

Founded 1982Fort Lauderdale$4.3M market cap

View full Companies Radar profile

35Cautious

Snapshot price$0.25as of page date

Monthly-close return-100.0%five-year window

FY2025 revenue$0.00BAlgorhythm Holdings, Inc.

Net margin-361.4%FY2025

Prism attention0.1%share across these five

Filing track recordRevenue, USD billions

-89.4%

FY2020–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR -42.9%

52-week position1% through range

$0.22$4.58

News mentions289

Community mentions0partial coverage

U.S.-scope patents2

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

Earnings signal50/100
Management stability90/100
Market position8/100
Capital-event signal10/100
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 4 M&A involvements, 0 asset-acquisition events and 1 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 #4STEM · NYSE

Stem

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

Founded 2009Millbrae, California$52.6M market cap

View full Companies Radar profile

33Cautious

Snapshot price$5.46as of page date

Monthly-close return-98.9%five-year window

FY2022 revenue$0.36BSTEM, INC.

Net margin-34.2%FY2022

P/E snapshot-0.9xone ratio, not a verdict

Prism attention97.7%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 position2% 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.

Readiness #5DMRC · Nasdaq

Digimarc

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

Founded 1994Portland, Oregon$122.0M market cap

View full Companies Radar profile

32Cautious

Snapshot price$5.43as of page date

Monthly-close return-84.2%five-year window

FY2025 revenue$0.03BDigimarc CORP

Net margin-95.3%FY2025

P/E snapshot-15.5xone ratio, not a verdict

Prism attention0.3%share across these five

Filing track recordRevenue, USD billions

+27.9%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 6.3%

52-week position10% through range

$4.07$17.47

News mentions849

Community mentions44partial coverage

U.S.-scope patents2233

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

Earnings signal34/100
Management stability90/100
Market position5/100
Capital-event signal25/100
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 2 M&A involvements, 0 asset-acquisition events and 5 contract events.

Innovation activity

Prism records 2 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.

C3 AI

-83.4%

Digimarc

-84.2%

SmartRent

-89.6%

Stem

-98.9%

Singing Machine

-100.0%

Latest revenue

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

Stem

$0.36B

C3 AI

$0.17B

SmartRent

$0.15B

Digimarc

$0.03B

Singing Machine

$0.00B

Latest profit margin

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

C3 AI

-22.2%

Stem

-34.2%

SmartRent

-39.8%

Digimarc

-95.3%

Singing Machine

-361.4%

Prism news attention

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

Stem

97.7%

C3 AI

1.8%

Digimarc

0.3%

SmartRent

0.1%

Singing Machine

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 97.7% of measured computer integrated systems design news attention and also carries the basket's largest revenue base at $0.36B.

Price path

C3 AI leads the available price paths

Its monthly-close return is -83.4% for the five-year window. At the other end, Singing Machine is -100.0% for its five-year window. Windows printed on each card must be compared carefully; price history is not a forecast.

Profitability

C3 AI has the widest latest margin

Its FY2025 net margin is -22.2%. 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 -272.0x while its five-year window price return is -89.6%. 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 · TLS

C3 AI

4,921available Prism news records

Prism top themes

Price action & investor response

131

Earnings & financial performance

125

Legal, arbitration & regulatory

Capital allocation & transactions

Leadership & governance

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

News-volume growth

-10.5%730 latest 12m vs 816 prior 12m

Machine-classified coverage tone

85.9% positive-6.1 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

stock performance 38grammy voting 35aviation security checks 31stock price 24ai hardware 23grammys 21investment deal 15earnings report 15

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-01–2026-06-11 · 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

Areas of research · DMRC

Digimarc

849available Prism news records

Prism top themes

Legal, arbitration & regulatory

Price action & investor response

Earnings & financial performance

Leadership & governance

Capital allocation & transactions

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

News-volume growth

-45.3%94 latest 12m vs 172 prior 12m

Machine-classified coverage tone

87.1% positive+23.3 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

class action securities litigation 10share price 10stock price 10packaging recovery 9stock performance 9recycling awareness 8stock surge 8investor conference 7

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-21–2026-06-19 · trend and themes shown through 2026-06

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.

TLS

C3 AI

786 mentions

Stock and valuation

431

Products, pricing and logistics

170

Workplace and hiring

Other company context

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 786 records remained after filtering.

DMRC

Digimarc

44 mentions

Products, pricing and logistics

Stock and valuation

Partial entity-matched community coverage; namesake noise is excluded before topic aggregation. 44 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.

TLS

C3 AI

through 2026-01-23

Leadership changes 8Earnings releases 6Company announcements 3M&A 2Business contracts 1

2026-01-23
M&A
Reuters reported Nov. 10 that the company was exploring a sale.
2025-09-04
Leadership changes
Stephen Ehikian, former acting administrator of the General Services Administration, has been named chief executive officer of C3 AI, effective Sept. 1.
2025-02-27
Earnings releases
KeyBanc lowered the firm’s price target on C3 AI (AI) to $21 from $29 and keeps an Underweight rating on the shares following a mixed Q3 as total revenue about met, margins beat, but revenue in the quarter was driven by significant growth in demo licenses. The firm lowers its estimates given the accelerating decline in non-demo subscription revenue.

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.

RIME

Singing Machine

through 2025-06-07

Earnings releases 4M&A 4Lawsuits 3Business contracts 1

2025-06-07
Earnings releases
Gross Revenue Price/Sales Ratio Net Income Earnings Per Share Price/Earnings Ratio Singing Machine $45.80 million 0.15 $2.17 million N/A N/A
2024-07-16
M&A
The Company currently has key executives in India, completing the final prerequisites for the acquisition of SMCB Solutions Private Limited (“SMCB”), the wholly owned Indian subsidiary of SemiCab, Inc.
2023-12-27
Lawsuits
The Complaint was filed on December 21, 2023 in the Delaware Chancery Court (Case No. 2023-1282) against Singing Machine, Inc., CEO Gary Atkinson, Bernardo Melo, Jay B. Foreman, Harvey Judkowitz, Joseph Kling, Mathieu Peloquin, Stingray Group, Inc. and Regalia Ventures, LLC.

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.

DMRC

Digimarc

through 2025-10-31

Earnings releases 16Leadership changes 9Lawsuits 7Business contracts 1Company announcements 1

2025-10-31
Earnings releases
In its third quarter of 2025, Digimarc reported a decrease in total revenue to $7.6 million from $9.4 million in the same period last year, attributed mainly to the expiration of a significant commercial contract.
2025-04-14
Lawsuits
An investor, who purchased shares of Digimarc Corporation (NASDAQ: DMRC), filed a lawsuit over alleged violations of Federal Securities Laws by Digimarc Corporation in connection …
2024-10-01
Leadership changes
Simultaneously, Milena Alberti-Perez, who has served on the Digimarc board since 2022, has announced her decision to resign as a director.

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 Prism readiness candidate pool ranked 21–27. 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 02 September 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

C3 AI leads the readiness ranking

Its Prism readiness score is 38/100, the highest in this five-company comparison.

Open C3 AI in Companies Radar

Scale and margin leadership sit with Stem and C3 AI

Stem has the largest displayed latest revenue at $0.36B; C3 AI has the widest displayed latest margin at -22.2%.

Open Stem in Companies Radar Open C3 AI in Companies Radar

Comparisons

Strongest versus weakest available price path

C3 AI is -83.4% for its five-year window; Singing Machine is -100.0% for its five-year window.

Open C3 AI in Companies Radar Open Singing Machine in Companies Radar

Largest versus smallest displayed revenue base

The latest displayed revenue ranges from $0.36B for Stem to $0.00B for Singing Machine. Entity and filing-period labels remain visible on the company cards.

Open Stem in Companies Radar Open Singing Machine in Companies Radar

Anomalies

Stem has the widest attention-readiness rank gap

It ranks #1 by measured news attention (97.7%) and #4 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 -98.9%. 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 97.7% 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 C3 AI's company profile and inspect the underlying management, market-activity, innovation and risk evidence before relying on the 38/100 score.

Open C3 AI in Companies Radar

Stress-test the largest divergence before forming a view

Compare Stem's profile with C3 AI'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 C3 AI 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.