Four Platforms, One Layer of DataNarrow moat

Palantir Technologies (PLTR) — moat facet

Palantir sells one data layer in four packages, and a customer that builds its daily work on that layer cannot leave one application at a time.

Palantir sells one idea in four packages, and the idea is the reason customers stay. The 10-K describes "four principal software platforms"1: Gotham, Foundry, Apollo and AIP, the newest, its Artificial Intelligence Platform2. The company was founded in 2003 and began by building software for the intelligence community in the United States to assist in counterterrorism investigations3.

Research and development expense ($M)404.62023507.92024557.72025SEC EDGAR XBRL company facts; Palantir FY2025 results release
Four platforms on a research bill growing about a tenth a year.

The platforms are not finished applications. A customer connects its own data to them and builds its working tools on top, which is what turns a purchase into a dependency. The scale of that building is visible in the one programme Palantir discusses in numbers: the Maven Smart System, a Pentagon programme, "supports over 25,000 builders"4. Twenty-five thousand people writing their own workflows on a vendor's platform is the definition of a cost to leave.

The research bill behind the four products is modest. Research and development was $557.7 million in 2025, against $507.9 million in 20245, on revenue of $4,475.4 million6. The same code base serves an army and an insurer, which is why a company of 4,429 full-time employees7 can maintain four platforms at once.

The weakness of a single layer is the mirror of its strength. If a customer decides the layer should be its own, or a cloud provider's, the whole relationship is at stake rather than one application. Palantir's own 10-K says customers often try exactly that before they buy8, a contest covered on the Competitors page.

The staff that maintain the four platforms have not grown nearly as fast as the business they support. Palantir had 2,439 full-time employees at the end of 20209 and 4,429 at the end of 202510, about 1.8 times as many, while revenue grew about 4.1 times11. A product rebuilt for every customer could not scale like that.

The platforms earn their keep if spending on them keeps outgrowing the research that sustains them. Research and development grew 9.8% in 2025 while revenue grew 56%12; the day that ratio reverses without a new product to show for it, the single layer will have started to cost more than it earns.

Moat trajectory: Widening

AIP added on the same layer; builders on Maven above 25,000.

The number that tests this moat
Reported
Research and development expense, full year
$557.7M (2025), +9.8% on $507.9M

The cost of keeping four platforms current; growth far below revenue growth for several years would suggest underinvestment.

Source: Palantir FY2025 results release ↗
⚠ Threats to the moat
⚠ THREAT 01
Research Grew 10% While Revenue Grew 56%
Palantir's research spending fell from 18% of revenue to 12.5% in two years, which is leverage today and a bet that the product will not age.
References
  1. ReportedThe 10-K describes "four principal software platforms": Gotham, Foundry, Apollo and AIP, the newest, its Artificial Intelligence Platform.
    Palantir Technologies Form 10-K for fiscal 2025 - Item 1 business: platforms, employees, competition, pilots and government programmes. — FY2025 · publ. 17 February 2026 · source ↗
  2. ReportedThe 10-K describes "four principal software platforms": Gotham, Foundry, Apollo and AIP, the newest, its Artificial Intelligence Platform.
    Palantir Technologies Form 10-K for fiscal 2025 - Item 1 business: platforms, employees, competition, pilots and government programmes. — FY2025 · publ. 17 February 2026 · source ↗
  3. ReportedThe company was founded in 2003 and began by building software for the intelligence community in the United States to assist in counterterrorism investigations.
    Palantir Technologies prospectus (Form 424B4) for the direct listing - founding history and 2018-2019 results. — 2018-H1 2020 · publ. September 2020 · source ↗
  4. ReportedThe scale of that building is visible in the one programme Palantir discusses in numbers: the Maven Smart System, a Pentagon programme, "supports over 25,000 builders".
    The Motley Fool, Palantir Q2 2026 earnings call transcript - international revenue, total remaining deal value, RPO growth, Maven and a large technology contract. — Q2 2026 · publ. 3 August 2026 · source ↗
  5. ReportedResearch and development was $557.7 million in 2025, against $507.9 million in 2024, on revenue of $4,475.4 million.
    Palantir fourth-quarter and full-year 2025 results release, Form 8-K exhibit 99.1 - revenue, US revenue lines, margins, stock-based compensation, cash flow and initial 2026 guidance - full-year 2025 results: revenue by line, margins, expenses, stock pay and cash flow. — FY2025 · publ. 2 February 2026 · source ↗
  6. ReportedResearch and development was $557.7 million in 2025, against $507.9 million in 2024, on revenue of $4,475.4 million.
    Palantir fourth-quarter and full-year 2025 results release, Form 8-K exhibit 99.1 - revenue, US revenue lines, margins, stock-based compensation, cash flow and initial 2026 guidance - full-year 2025 results: revenue by line, margins, expenses, stock pay and cash flow. — FY2025 · publ. 2 February 2026 · source ↗
  7. ReportedThe same code base serves an army and an insurer, which is why a company of 4,429 full-time employees can maintain four platforms at once.
    Palantir Technologies Form 10-K for fiscal 2025 - Item 1 business: platforms, employees, competition, pilots and government programmes. — FY2025 · publ. 17 February 2026 · source ↗
  8. ReportedPalantir's own 10-K says customers often try exactly that before they buy, a contest covered on the Competitors page.
    Palantir Technologies Form 10-K for fiscal 2025 - Item 1 business: platforms, employees, competition, pilots and government programmes. — FY2025 · publ. 17 February 2026 · source ↗
  9. ReportedPalantir had 2,439 full-time employees at the end of 2020 and 4,429 at the end of 2025, about 1.8 times as many, while revenue grew about 4.1 times.
    Palantir Technologies Form 10-K for fiscal 2020 - the direct listing, segment contribution for 2018-2020, revenue by country and employees. — FY2020 · publ. March 2021 · source ↗
  10. ReportedPalantir had 2,439 full-time employees at the end of 2020 and 4,429 at the end of 2025, about 1.8 times as many, while revenue grew about 4.1 times.
    Palantir Technologies Form 10-K for fiscal 2025 - Item 1 business: platforms, employees, competition, pilots and government programmes. — FY2025 · publ. 17 February 2026 · source ↗
  11. Moat Explorer calcPalantir had 2,439 full-time employees at the end of 2020 and 4,429 at the end of 2025, about 1.8 times as many, while revenue grew about 4.1 times.
    Moat Explorer calculation from Palantir's filings, results releases and market data ($ millions unless stated). Revenue lines: US commercial 2021 = US revenue 879.16 - US government 678.2 = 200.96, rounded 201.0; international commercial = commercial segment revenue less US commercial: 2021 644.53 - 200.96 = 443.6; 2022 834.1 - 335.1 = 499.0; 2023 1,002.8 - 457.1 = 545.7; 2024 1,295.9 - 702.3 = 593.6; 2025 2,073.2 - 1,465 = 608.2; Q2 2025 450.7 - 306 = 144.7; Q1 2026 (1,719.6 - 945.4) - 595 = 774.2 - 595 = 179.2; Q2 2026 945.4 - 764 = 181.4. International government = government segment revenue less US government: 2021 897.4 - 678.2 = 219.2; 2022 1,071.8 - 826.3 = 245.5; 2023 1,222.2 - 921.2 = 301.0; 2024 1,569.6 - 1,197.9 = 371.7; 2025 2,402.3 - 1,855 = 547.3; Q2 2025 553.0 - 426 = 127.0; Q2 2026 990.0 - 809 = 181.0. US government 2024 = US revenue 1,900.2 - US commercial 702.3 = 1,197.9. Check 2025: 1,465 + 1,855 + 608.2 + 547.3 = 4,475.5. Growth: international commercial 499.0 / 443.6 = +12.5%; 545.7 / 499.0 = +9.4%; 593.6 / 545.7 = +8.8%; 608.2 / 593.6 = +2.5%; 608.2 / 443.6 = +37%. International government 245.5 / 219.2 = +12.0%; 301.0 / 245.5 = +22.6%; 371.7 / 301.0 = +23.5%; 547.3 / 371.7 = +47.2%. US commercial 335.1 / 201.0 = +66.7%; 457.1 / 335.1 = +36.4%; 702.3 / 457.1 = +53.6%; 1,465 / 201.0 = 7.3 times. US government 921.2 / 826.3 = +11.5%; 1,197.9 / 921.2 = +30.0%; 1,855 / 678.2 = 2.7 times. Government segment 2,402.3 / 610.2 = 3.9 times; first half 1,848.4 / 1,039.9 = +77.7%. Revenue abroad Q2 2026 1,935.5 - 1,573.0 = 362.5, Q2 2025 144.7 + 127.0 = 271.7, 362.5 / 271.7 = +33.4%; 2025 4,475.4 - 3,320.0 = 1,155.4; 2024 2,865.5 - 1,900.2 = 965.3; 2022 1,905.9 - 1,161.4 = 744.5. Other income Q2 2026 91.8 / Q2 2025 6.6 = 13.9 times. Rest of world 2025 4,475.4 - 3,320.0 - 427.4 = 728.0. Shares of revenue: US commercial 201.0 / 1,541.9 = 13.0%; 335.1 / 1,905.9 = 17.6%; 457.1 / 2,225.0 = 20.5%; 702.3 / 2,865.5 = 24.5%; 1,465 / 4,475.4 = 32.7%; Q2 2026 764 / 1,935.5 = 39.5%. US government 678.2 / 1,541.9 = 44.0%; 826.3 / 1,905.9 = 43.4%; 921.2 / 2,225.0 = 41.4%; 1,197.9 / 2,865.5 = 41.8%; 1,855 / 4,475.4 = 41.4%; Q2 2026 809 / 1,935.5 = 41.8%. International commercial 443.6 / 1,541.9 = 28.8%; 608.2 / 4,475.4 = 13.6%. International government 547.3 / 4,475.4 = 12.2%. Revenue abroad 1,155.4 / 4,475.4 = 25.8%; Q2 2026 362.5 / 1,935.5 = 18.7%. US commercial share of remaining deal value 6,238 / 13,100 = 47.6%. US commercial share of contract value closed 2,132 / 3,373 = 63.2%. 2026 US commercial guide 3,424 / 8,154 = 42.0%. Customers: top three 2025 0.16 x 4,475.4 = 716; top twenty 20 x 93.9 = 1,878, 1,878 / 4,475.4 = 42.0%; next seventeen 1,878 - 716 = 1,162; all others 4,475.4 - 1,878 = 2,597.4; top twenty June 2026 20 x 124 = 2,480. US commercial customers 653 / 80 = 8.2 times. US commercial contract value Q2 2025 2,132 / 2.53 = 843. Backlog: remaining performance obligations 4.9 / total remaining deal value 13.1 = 37.4%; due within twelve months 4.1 x 0.38 = 1.56 bn (Dec 2025), 4.9 x 0.43 = 2.11 bn (June 2026), 2.11 / 1.56 = 1.35. Costs and margins: research and development / revenue 404.6 / 2,225.0 = 18.2%; 507.9 / 2,865.5 = 17.7%; 557.7 / 4,475.4 = 12.5%; growth 557.7 / 507.9 = +9.8%. Sales and marketing / revenue 887.8 / 2,865.5 = 31.0%; 1,056.9 / 4,475.4 = 23.6%; growth 1,056.9 / 887.8 = +19.0%. Stock-based compensation / revenue 1,270.7 / 1,092.7 = 116%; 778.2 / 1,541.9 = 50%; 564.8 / 1,905.9 = 30%; 475.9 / 2,225.0 = 21%; 691.6 / 2,865.5 = 24%; 684.0 / 4,475.4 = 15.3%; Q2 2026 265.2 / 1,935.5 = 13.7%; growth 265.2 / 160.0 = +66%. Diluted weighted shares 2,565.2 / 1,923.6 = +33%. 2026 adjusted operating margin guide 4,893 / 8,154 = 60.0%. Revenue per employee 4,475.4 / 4,429 = 1.01; 2,225.0 / 3,735 = 0.596; 1.01 / 0.596 = 1.70; employees 4,429 / 3,735 = +18.6%; revenue 4,475.4 / 2,225.0 = 2.01 times. Cumulative losses 2018-2022 580.0 + 579.6 + 1,166.4 + 520.4 + 373.7 = 3,220.1. Effective tax rate 2025 22.7 / 1,657.4 = 1.4%. Interest income 229.2 / 1,657.4 = 13.8%. Guidance: revenue midpoints (8,150 + 8,158) / 2 = 8,154 and (7,182 + 7,198) / 2 = 7,190, raise 8,154 - 7,190 = 964; growth 8,154 / 4,475.4 = +82%; adjusted free cash flow midpoints (4,500 + 4,700) / 2 = 4,600 and (3,925 + 4,125) / 2 = 4,025; first half revenue 3,568.0 / 8,154 = 43.8%; second half 8,154 - 3,568.0 = 4,586; Q3 midpoint (2,160 + 2,164) / 2 = 2,162, 2,162 / 1,935.5 = +11.7% and 2,164 / 1,935.5 = +11.8%; implied Q4 4,586 - 2,162 = 2,424. US commercial second half needed 3,424 - 595 - 764 = 2,065. US commercial guide raise 3,424 - 3,144 = 280. Valuation: market value 462.81 bn / 2026 revenue guide 8.154 bn = 56.8 times; / adjusted free cash flow guide 4.6 bn = 100.6 times; cash 9.2 / 462.81 = 2.0%; 462.81 / 13.35 = 34.7 times. Founders' economic stake (75.3 + 152.1 + 1.0) / 2,402.9 = 9.5% of shares. Market value 462.81 / listing-day 15.67 = 29.5 times; revenue 4,475.4 / 1,092.7 = 4.1 times (2020-2025); employees 4,429 / 2,439 = 1.82 times. Hosting commitments 1,759.0 / cash 9,200 = 19.1%. Army ceiling 10,000 / 10 years = 1,000 a year; 1,000 / 1,855 = 53.9%. Unallocated 557.7 + 684.0 = 1,241.7. Q3 2026 adjusted operating margin guide (1,292 + 1,296) / 2 = 1,294, 1,294 / 2,162 = 59.9%. Adjusted income from operations 2,254.1 / 632.8 = 3.56 times. Top twenty average 124 / 43.6 = 2.84 times. Capital spending 33.9 / cash from operations 2,134.5 = 1.6%. Return on equity 1,625.0 / ((5,003.3 + 7,387.3) / 2) = 1,625.0 / 6,195.3 = 26.2%. United Kingdom 427.4 / 235.3 = +81.6%. International government Q1 2026 (1,848.4 - 990.0) - 687 = 171.4. Q4 2025 revenue 1,406.8 / 827.5 = +70%; Q4 sales and marketing 302.1 / 288.3 = +4.8%. Commercial customers outside the US 870 - 653 = 217. US commercial customers 221 / 143 = +55%. Top three 2025 against 2020: 16% / 25% = 0.64; customers 954 / 139 = 6.9 times - revenue lines, growth, costs and guidance. — 2018-2026 · publ. September 2026 · source ↗
    Method: Arithmetic on figures reported in Palantir's Forms 10-K, 10-Q, results releases, presentations, the Q2 2026 call and market data; operands shown in the source line.
  12. Moat Explorer calcResearch and development grew 9.8% in 2025 while revenue grew 56%; the day that ratio reverses without a new product to show for it, the single layer will have started to cost more than it earns.
    Moat Explorer calculation from Palantir's filings, results releases and market data ($ millions unless stated). Revenue lines: US commercial 2021 = US revenue 879.16 - US government 678.2 = 200.96, rounded 201.0; international commercial = commercial segment revenue less US commercial: 2021 644.53 - 200.96 = 443.6; 2022 834.1 - 335.1 = 499.0; 2023 1,002.8 - 457.1 = 545.7; 2024 1,295.9 - 702.3 = 593.6; 2025 2,073.2 - 1,465 = 608.2; Q2 2025 450.7 - 306 = 144.7; Q1 2026 (1,719.6 - 945.4) - 595 = 774.2 - 595 = 179.2; Q2 2026 945.4 - 764 = 181.4. International government = government segment revenue less US government: 2021 897.4 - 678.2 = 219.2; 2022 1,071.8 - 826.3 = 245.5; 2023 1,222.2 - 921.2 = 301.0; 2024 1,569.6 - 1,197.9 = 371.7; 2025 2,402.3 - 1,855 = 547.3; Q2 2025 553.0 - 426 = 127.0; Q2 2026 990.0 - 809 = 181.0. US government 2024 = US revenue 1,900.2 - US commercial 702.3 = 1,197.9. Check 2025: 1,465 + 1,855 + 608.2 + 547.3 = 4,475.5. Growth: international commercial 499.0 / 443.6 = +12.5%; 545.7 / 499.0 = +9.4%; 593.6 / 545.7 = +8.8%; 608.2 / 593.6 = +2.5%; 608.2 / 443.6 = +37%. International government 245.5 / 219.2 = +12.0%; 301.0 / 245.5 = +22.6%; 371.7 / 301.0 = +23.5%; 547.3 / 371.7 = +47.2%. US commercial 335.1 / 201.0 = +66.7%; 457.1 / 335.1 = +36.4%; 702.3 / 457.1 = +53.6%; 1,465 / 201.0 = 7.3 times. US government 921.2 / 826.3 = +11.5%; 1,197.9 / 921.2 = +30.0%; 1,855 / 678.2 = 2.7 times. Government segment 2,402.3 / 610.2 = 3.9 times; first half 1,848.4 / 1,039.9 = +77.7%. Revenue abroad Q2 2026 1,935.5 - 1,573.0 = 362.5, Q2 2025 144.7 + 127.0 = 271.7, 362.5 / 271.7 = +33.4%; 2025 4,475.4 - 3,320.0 = 1,155.4; 2024 2,865.5 - 1,900.2 = 965.3; 2022 1,905.9 - 1,161.4 = 744.5. Other income Q2 2026 91.8 / Q2 2025 6.6 = 13.9 times. Rest of world 2025 4,475.4 - 3,320.0 - 427.4 = 728.0. Shares of revenue: US commercial 201.0 / 1,541.9 = 13.0%; 335.1 / 1,905.9 = 17.6%; 457.1 / 2,225.0 = 20.5%; 702.3 / 2,865.5 = 24.5%; 1,465 / 4,475.4 = 32.7%; Q2 2026 764 / 1,935.5 = 39.5%. US government 678.2 / 1,541.9 = 44.0%; 826.3 / 1,905.9 = 43.4%; 921.2 / 2,225.0 = 41.4%; 1,197.9 / 2,865.5 = 41.8%; 1,855 / 4,475.4 = 41.4%; Q2 2026 809 / 1,935.5 = 41.8%. International commercial 443.6 / 1,541.9 = 28.8%; 608.2 / 4,475.4 = 13.6%. International government 547.3 / 4,475.4 = 12.2%. Revenue abroad 1,155.4 / 4,475.4 = 25.8%; Q2 2026 362.5 / 1,935.5 = 18.7%. US commercial share of remaining deal value 6,238 / 13,100 = 47.6%. US commercial share of contract value closed 2,132 / 3,373 = 63.2%. 2026 US commercial guide 3,424 / 8,154 = 42.0%. Customers: top three 2025 0.16 x 4,475.4 = 716; top twenty 20 x 93.9 = 1,878, 1,878 / 4,475.4 = 42.0%; next seventeen 1,878 - 716 = 1,162; all others 4,475.4 - 1,878 = 2,597.4; top twenty June 2026 20 x 124 = 2,480. US commercial customers 653 / 80 = 8.2 times. US commercial contract value Q2 2025 2,132 / 2.53 = 843. Backlog: remaining performance obligations 4.9 / total remaining deal value 13.1 = 37.4%; due within twelve months 4.1 x 0.38 = 1.56 bn (Dec 2025), 4.9 x 0.43 = 2.11 bn (June 2026), 2.11 / 1.56 = 1.35. Costs and margins: research and development / revenue 404.6 / 2,225.0 = 18.2%; 507.9 / 2,865.5 = 17.7%; 557.7 / 4,475.4 = 12.5%; growth 557.7 / 507.9 = +9.8%. Sales and marketing / revenue 887.8 / 2,865.5 = 31.0%; 1,056.9 / 4,475.4 = 23.6%; growth 1,056.9 / 887.8 = +19.0%. Stock-based compensation / revenue 1,270.7 / 1,092.7 = 116%; 778.2 / 1,541.9 = 50%; 564.8 / 1,905.9 = 30%; 475.9 / 2,225.0 = 21%; 691.6 / 2,865.5 = 24%; 684.0 / 4,475.4 = 15.3%; Q2 2026 265.2 / 1,935.5 = 13.7%; growth 265.2 / 160.0 = +66%. Diluted weighted shares 2,565.2 / 1,923.6 = +33%. 2026 adjusted operating margin guide 4,893 / 8,154 = 60.0%. Revenue per employee 4,475.4 / 4,429 = 1.01; 2,225.0 / 3,735 = 0.596; 1.01 / 0.596 = 1.70; employees 4,429 / 3,735 = +18.6%; revenue 4,475.4 / 2,225.0 = 2.01 times. Cumulative losses 2018-2022 580.0 + 579.6 + 1,166.4 + 520.4 + 373.7 = 3,220.1. Effective tax rate 2025 22.7 / 1,657.4 = 1.4%. Interest income 229.2 / 1,657.4 = 13.8%. Guidance: revenue midpoints (8,150 + 8,158) / 2 = 8,154 and (7,182 + 7,198) / 2 = 7,190, raise 8,154 - 7,190 = 964; growth 8,154 / 4,475.4 = +82%; adjusted free cash flow midpoints (4,500 + 4,700) / 2 = 4,600 and (3,925 + 4,125) / 2 = 4,025; first half revenue 3,568.0 / 8,154 = 43.8%; second half 8,154 - 3,568.0 = 4,586; Q3 midpoint (2,160 + 2,164) / 2 = 2,162, 2,162 / 1,935.5 = +11.7% and 2,164 / 1,935.5 = +11.8%; implied Q4 4,586 - 2,162 = 2,424. US commercial second half needed 3,424 - 595 - 764 = 2,065. US commercial guide raise 3,424 - 3,144 = 280. Valuation: market value 462.81 bn / 2026 revenue guide 8.154 bn = 56.8 times; / adjusted free cash flow guide 4.6 bn = 100.6 times; cash 9.2 / 462.81 = 2.0%; 462.81 / 13.35 = 34.7 times. Founders' economic stake (75.3 + 152.1 + 1.0) / 2,402.9 = 9.5% of shares. Market value 462.81 / listing-day 15.67 = 29.5 times; revenue 4,475.4 / 1,092.7 = 4.1 times (2020-2025); employees 4,429 / 2,439 = 1.82 times. Hosting commitments 1,759.0 / cash 9,200 = 19.1%. Army ceiling 10,000 / 10 years = 1,000 a year; 1,000 / 1,855 = 53.9%. Unallocated 557.7 + 684.0 = 1,241.7. Q3 2026 adjusted operating margin guide (1,292 + 1,296) / 2 = 1,294, 1,294 / 2,162 = 59.9%. Adjusted income from operations 2,254.1 / 632.8 = 3.56 times. Top twenty average 124 / 43.6 = 2.84 times. Capital spending 33.9 / cash from operations 2,134.5 = 1.6%. Return on equity 1,625.0 / ((5,003.3 + 7,387.3) / 2) = 1,625.0 / 6,195.3 = 26.2%. United Kingdom 427.4 / 235.3 = +81.6%. International government Q1 2026 (1,848.4 - 990.0) - 687 = 171.4. Q4 2025 revenue 1,406.8 / 827.5 = +70%; Q4 sales and marketing 302.1 / 288.3 = +4.8%. Commercial customers outside the US 870 - 653 = 217. US commercial customers 221 / 143 = +55%. Top three 2025 against 2020: 16% / 25% = 0.64; customers 954 / 139 = 6.9 times - revenue lines, growth, costs and guidance. — 2018-2026 · publ. September 2026 · source ↗
    Method: Arithmetic on figures reported in Palantir's Forms 10-K, 10-Q, results releases, presentations, the Q2 2026 call and market data; operands shown in the source line.
Sources
Generated September 25, 2026