Array Labs vs Decimal
Side-by-side comparison of AI visibility scores, market position, and capabilities
Satellite constellation company building real-time 3D Earth maps for AV and defense; In-Q-Tel backed with 2 demo satellites launched in 2024 competing with Capella Space and ICEYE.
About
Array Labs is a satellite imaging company building affordable synthetic aperture radar (SAR) and optical satellite constellations to create real-time, high-resolution 3D maps of Earth — providing persistent, high-cadence imaging coverage needed for autonomous vehicle mapping, defense intelligence, infrastructure monitoring, and change detection applications. Founded in 2022 in Palo Alto and backed by Y Combinator, Array Labs raised $5.6 million from investors including Seraphim Space and In-Q-Tel (CIA's venture arm), successfully launched two demonstration satellites in 2024, and secured a $1.25 million AFWERX contract with the US Air Force.\n\nArray Labs' technology approach uses small, affordable satellites flying in coordinated constellations to achieve revisit rates and imaging resolution that expensive single large satellites can't match cost-effectively. The 3D mapping output — accurate digital elevation models and change detection maps — is derived from interferometric radar techniques that can see through cloud cover and operate day and night, unlike optical satellites limited by weather and daylight. The defense and intelligence applications are significant given In-Q-Tel's backing, while the autonomous vehicle mapping use case targets AV companies needing HD maps that self-update as road conditions change.\n\nIn 2025, Array Labs competes in the commercial satellite imagery market with Planet Labs (daily optical imagery), Capella Space (SAR imagery), ICEYE (SAR with high revisit), and Umbra Space for high-resolution Earth observation. The market for real-time 3D mapping and change detection has grown as defense intelligence requirements, autonomous systems, and climate monitoring all need persistent Earth observation at economically viable prices. In-Q-Tel's backing provides access to US government contract opportunities. The 2025 strategy focuses on completing the demonstration satellite validation, raising growth capital for a larger constellation deployment, and building commercial contracts across defense and AV sectors.
Tech-enabled bookkeeping pairing dedicated accountants with proprietary automation; flat monthly subscription; founded 2020 in Fishers, Indiana; faster close with full client transparency.
About
Decimal is a Fishers, Indiana-based technology-enabled bookkeeping company that provides small businesses with a dedicated accounting team and a modern software platform for a flat monthly subscription. Founded in 2020, Decimal was built to address the most common frustration of small business owners who have outgrown DIY bookkeeping but find traditional bookkeeping firms slow, expensive, and opaque. Decimal pairs each client with a dedicated bookkeeper and accounting team who are supported by proprietary software that automates routine transaction processing, exception identification, and reporting, allowing the human team to focus on accuracy review, month-end close, and client communication rather than manual data entry.\n\nDecimal's product experience centers on transparency and responsiveness. Clients access their books through a web portal with real-time financial dashboards showing cash position, profit and loss, and accounts receivable and payable balances. The platform includes a communication thread for each question or task, giving small business owners visibility into the status of their bookkeeping without email chains or phone tag. Decimal's pricing model is a flat monthly subscription based on business complexity rather than hours worked, making costs predictable and removing the billing anxiety that characterizes traditional bookkeeping relationships.\n\nDecimal targets small businesses with $500,000 to $10 million in annual revenue that need accurate, timely books and periodic financial guidance but are not yet ready for a full-time accounting hire or a CFO-level engagement. The company operates as a fully remote team and serves clients across the United States in industries including professional services, e-commerce, retail, and service businesses. Decimal competes with Bench, Pilot, and Botkeeper in the technology-enabled bookkeeping market, differentiating on its dedicated team model, the quality of its software-plus-human integration, and its Midwestern operational roots that keep its cost structure competitive.
AI Visibility Head-to-Head
Capabilities & Ecosystem
Capabilities
Also Compare
Track AI Visibility in Real Time
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.