Striveworks vs Decimal

Side-by-side comparison of AI visibility scores, market position, and capabilities

Striveworks leads in AI visibility (27 vs 18)
Striveworks logo

Striveworks

Emergingdefense tech

MLOps for defense

AIOps platform for US defense deploying AI models in hours rather than months; powers Army's NGC2 initiative alongside Anduril and Palantir; raised Series B in 2026; purpose-built for air-gapped and edge-deployed environments where commercial MLOps fails.

AI VisibilityBeta
Overall Score
D27
Category Rank
#1 of 1
AI Consensus
52%
Trend
up
Per Platform
ChatGPT
28
Perplexity
38
Gemini
25

About

Striveworks was founded to solve a problem unique to national security and defense: the need to deploy, monitor, and update machine learning models in operationally constrained, often disconnected environments where commercial MLOps tools cannot function. The company's founders came from backgrounds in government, defense contracting, and applied machine learning, and built Striveworks with the mission of making AI operationally reliable for organizations where model failure has mission-critical consequences.\n\nStriveworks' AIOps platform enables defense and intelligence organizations to deploy AI models in hours rather than months, providing continuous monitoring, retraining triggers, and performance tracking across air-gapped and edge-deployed environments. The platform is designed to operate under the data sovereignty, security, and accreditation requirements of US government systems, including those governed by DoD and IC procurement frameworks. Striveworks was selected as one of the platforms powering the US Army's Next Generation Command and Control initiative alongside Anduril and Palantir, validating its technical capability and procurement standing at the highest levels of defense AI adoption.\n\nStriveworks closed a Series B funding round in 2026, reflecting continued investor confidence in the defense AI market as Department of Defense AI budgets expand significantly. The company's positioning alongside Anduril and Palantir on a flagship Army program elevates its profile with defense primes and government buyers. As the US military accelerates AI adoption across logistics, intelligence analysis, and autonomous systems, Striveworks' focus on model operations in austere environments gives it a durable and differentiated role in the defense technology ecosystem.

Full profile
Decimal logo

Decimal

EmergingFintech

Tech-Enabled Bookkeeping

Tech-enabled bookkeeping pairing dedicated accountants with proprietary automation; flat monthly subscription; founded 2020 in Fishers, Indiana; faster close with full client transparency.

AI VisibilityBeta
Overall Score
D18
Category Rank
#1 of 1
AI Consensus
84%
Trend
up
Per Platform
ChatGPT
21
Perplexity
17
Gemini
23

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.

Full profile

AI Visibility Head-to-Head

27
Overall Score
18
#1
Category Rank
#1
52
AI Consensus
84
up
Trend
up
28
ChatGPT
21
38
Perplexity
17
25
Gemini
23
38
Claude
18
20
Grok
22

Capabilities & Ecosystem

Capabilities

Only Striveworks
MLOps for defense
Only Decimal
Tech-Enabled Bookkeeping

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