structured data
Structured Data LLC (RiskAMP) is a private software company founded in 2005 that sells a Monte Carlo simulation add-in for Microsoft Excel, plus a browser-based web platform, targeting financial analysts, project managers, students, and SMB business users for risk and uncertainty modeling.
- Company typePrivate
- Founded2005
- HeadquartersSan Francisco, United States
- Headcount—
- GTM typeB2B and B2C
- OfferingSoftware
What structured data does
Structured Data LLC, operating as RiskAMP, is a private software company founded in 2005 that develops and sells Monte Carlo simulation tools for risk analysis. The company's primary product is the RiskAMP Add-in for Microsoft Excel, a stochastic simulation engine that replaces fixed model values with random variables, runs the spreadsheet hundreds or thousands of times, and analyzes the resulting distributions to produce risk metrics such as Value at Risk, Conditional Value at Risk, percentiles, and regression outputs. The add-in includes 40+ random distribution functions (including PERT, Normal, Lognormal, Triangular, and Beta-PERT) and 20+ statistical analysis functions, with advanced features such as Latin Hypercube sampling, distribution fitting, Las Vegas simulation, and a parallelized Fast Mode introduced in RiskAMP 7 (2024). The same engine is exposed through RiskAMP Web, a zero-install browser-based spreadsheet platform with a JavaScript scripting API for embedding, and through RiskAMP Project, a web-based project-planning tool that exports XLSX outputs for the desktop add-in. The company also operates RiskAMP AI (riskamp.ai), a chatbot for model design assistance.
The product is sold primarily through a self-serve website with free trials and a 30-day money-back guarantee, targeting financial analysts, project managers, business planners, students, and educators. Pricing is anchored at $149 (Personal & Learning edition, one-time) and $279 (Professional edition, one-time), with a $19/month Professional subscription tier and optional extended support renewals. The company is headquartered in San Francisco with a second office in New York, is privately held with no external funding rounds, and operates as a small, independent software services and consulting firm offering related professional services for spreadsheet model design.
structured data firmographics
Firmographics- Name
- structured data
- Legal name
- Structured Data LLC
- Website
- https://riskamp.com
- Company type
- Private
- Founded year
- 2005
- Operating status
- Operating
- Short description
- Structured Data LLC (RiskAMP) is a private software company founded in 2005 that sells a Monte Carlo simulation add-in for Microsoft Excel, plus a browser-based web platform, targeting financial analysts, project managers, students, and SMB business users for risk and uncertainty modeling.
- Ownership category
- akta.pro rank
structured data industry classification
Industry- Product category
- Risk Analysis and Monte Carlo Simulation Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Risk Modeling & Pricing Analytics (FSAOAIAA)
- akta.pro secondary industry
- Quant Research & Systematic Strategies (FSACAGAF)
Keywords
Where structured data is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
structured data business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations
Revenue model
- Software Licenses: Perpetual one-time licenses for Personal and Professional editions of the RiskAMP Add-in for Excel. Personal edition at $149 and Professional edition at $279. Includes one year of updates and fixes.
- Subscription License: Monthly subscription at $19/month for all Professional edition features. Includes ongoing updates and fixes as long as subscription is active. No obligation, cancel any time.
- Professional Services: Software services and consulting offered by Structured Data LLC, including help designing and building spreadsheets to get the most out of RiskAMP analysis.
- Extended Support/Updates: Optional additional years of updates and fixes available at half the normal price after the first year included with one-time licenses.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| One time/ perpetual license | Annual | Personal & Learning Edition - $149 one-time |
| One time/ perpetual license | Annual | Professional Edition - $279 one-time |
| Subscription | Monthly | Subscription License - $19/month |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels7 records
structured data product offering
Product offeringCore offering
Structured Data LLC develops and sells RiskAMP, a Monte Carlo simulation engine delivered as a Microsoft Excel add-in and as a browser-based spreadsheet platform. The software lets users replace fixed assumptions in spreadsheet models with random variables, run simulations hundreds or thousands of times, and analyze probability distributions, risk metrics such as Value at Risk (VaR), and statistical outcomes for financial, project, and operational modeling.
Product overview
Structured Data LLC offers RiskAMP, a portfolio of Monte Carlo simulation software centered on the RiskAMP Add-in for Microsoft Excel. The product line comprises the Excel add-in (available in Personal/Learning, Professional, and Subscription editions), the RiskAMP Web browser-based spreadsheet platform, the RiskAMP Project web application for project planning, and the RiskAMP AI chatbot. The Excel add-in serves as the primary desktop product, while the web-based offerings provide zero-install alternatives for learning, distribution, and embedded use cases.
Differentiator
Problem solved
Functional benefit
Products and services
- RiskAMP Add-in for Excel A full-featured Monte Carlo Simulation Engine for Microsoft Excel that enables stochastic risk analysis by replacing fixed model values with random variables, running simulations hundreds or thousands of times, and analyzing the resulting probability distributions and risk metrics. Available in Personal & Learning and Professional editions plus a monthly subscription.
- RiskAMP Web A zero-install, browser-based spreadsheet platform with a full-featured Monte Carlo simulation engine. Runs on Windows, Mac, and Linux in all major browsers and includes a comprehensive scripting API for embedding in websites and web applications. Used for distributed tools, learning environments, and classroom instruction.
- RiskAMP Project
- RiskAMP AI
Companies that use structured data
Customer profileSegments4 records
Ideal customer profiles4 records
structured data technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
Feature8 records
structured data partnerships and signals
Strategic signalScale indicators2 records
Recent moves5 records
Expansion highlights5 records
structured data competitors and assessment
Company assessmentDirect peers
- Palisade (now part of Lumivero) — @RISK: @RISK is the leading commercial Monte Carlo simulation add-in for Microsoft Excel, the closest direct competitor to RiskAMP in functionality, distribution, and target customer (financial analysts, project managers, engineers).
- Oracle — Crystal Ball: Crystal Ball is a long-standing Excel-based Monte Carlo and predictive-modeling tool now owned by Oracle, directly competing with RiskAMP for spreadsheet-based risk-analysis users in enterprise accounts.
- Frontline Systems — Analytic Solver: Analytic Solver combines Monte Carlo simulation with optimization, risk analysis, and data mining in an Excel add-in, overlapping heavily with RiskAMP's distribution, statistical, and risk-modeling capabilities.
- Vose Software — ModelRisk: ModelRisk is a Monte Carlo simulation add-in for Excel focused on risk modeling with a broad library of distributions and correlation functions, competing with RiskAMP in the same financial-risk and operational-modeling niches.
Broad incumbents
- Lumivero: Lumivero owns @RISK alongside a broader portfolio of decision-analysis and qualitative-data tools, making it an incumbent competitor with greater enterprise reach and cross-sell motion than RiskAMP.
- SAS Institute: SAS offers enterprise-grade statistical and risk analytics platforms that overlap with RiskAMP's analytical capabilities at a much larger scale, targeting institutional risk and finance teams rather than individual Excel users.
- MathWorks — MATLAB: MATLAB is a broad scientific-computing platform used for statistical and Monte Carlo modeling; it competes for the same engineering and quantitative-analyst personas but at a much higher price point and complexity.
- Wolfram Research — Mathematica: Wolfram Mathematica provides symbolic and numerical computation, including statistical and stochastic modeling, and competes for advanced quantitative-modeling users who might otherwise consider a tool like RiskAMP.
Emerging players
- Simul8: Simul8 specializes in discrete-event and process simulation, addressing some of the same modeling and decision-analysis use cases as RiskAMP but in a different modeling paradigm and customer segment.
- AnyLogic: AnyLogic provides multi-method simulation (agent-based, discrete event, system dynamics) and competes with RiskAMP for project- and operations-modeling buyers seeking more advanced simulation than spreadsheets.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
structured data social profiles
Digital presencestructured data financial estimates
Financial estimateRevenue estimate
Valuation estimate
structured data leadership team
Management profileNumber of profiles
structured data funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
structured data M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about structured data
What does structured data do?
Structured Data LLC develops and sells RiskAMP, a Monte Carlo simulation engine delivered as a Microsoft Excel add-in and as a browser-based spreadsheet platform. The software lets users replace fixed assumptions in spreadsheet models with random variables, run simulations hundreds or thousands of times, and analyze probability distributions, risk metrics such as Value at Risk (VaR), and statistical outcomes for financial, project, and operational modeling.
Is structured data a public or private company?
structured data is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was structured data founded?
structured data was founded in 2005.
Where is structured data based?
structured data is headquartered in San Francisco, United States, in the North America region.
How does structured data make money?
Four revenue lines are on record. Software Licenses are the primary driver. The others are subscription License, professional Services and extended Support/Updates.
Who are structured data's main competitors?
Direct peers on record are Palisade (now part of Lumivero) — @RISK, Oracle — Crystal Ball, Frontline Systems — Analytic Solver and Vose Software — ModelRisk. Broad incumbents are Lumivero, SAS Institute, MathWorks — MATLAB and Wolfram Research — Mathematica. Emerging players are Simul8 and AnyLogic.
Does structured data have an API?
Yes. RiskAMP Web includes a comprehensive scripting API for integrating embedded spreadsheets with web pages and web applications. The API enables developers to programmatically control spreadsheet behavior, read/write cell values, trigger calculations, and build custom interactive experiences. Developer documentation is at web.riskamp.com.
What industry is structured data in?
structured data's product category is Risk Analysis and Monte Carlo Simulation Software. Its primary akta.pro industry code is FSAOAIAA, Risk Modeling & Pricing Analytics, with a secondary code of FSACAGAF, Quant Research & Systematic Strategies. Its NAICS code is 5132 and its SIC code is 7372.