Narrative Science
Narrative Science is a Chicago-based enterprise software company founded in 2010 that builds natural language generation technology to automatically convert structured enterprise data into written narratives and reports for business decision-making.
- Company typePrivate
- Founded2010
- HeadquartersChicago, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Narrative Science does
Narrative Science is a Chicago-based private software company founded in 2010 that develops natural language generation (NLG) software designed to automatically convert enterprise data into written narratives, reports, and explanations. The company's technology addresses the analytics output bottleneck by translating structured data and statistical findings into prose that business stakeholders can readily consume, targeting enterprise customers who need to derive understanding and actionable results from large datasets without manual report authoring. The platform is positioned as an enterprise analytics layer that sits on top of existing data infrastructure to produce narrative outputs at scale.
The company has raised approximately $42.85 million across seven disclosed funding events between April 2010 and February 2019, with participation from Battery Ventures, Jump Capital, Sapphire Ventures, USAA, IQT (In-Q-Tel), Northwestern University, Fantail Ventures, and SV Angel. Notable strategic investors include USAA, a major US insurance and financial services carrier that participated in two separate rounds, and In-Q-Tel, the CIA's venture capital arm, both signaling use cases in financial services and government/intelligence verticals respectively. The company is led by Chief Scientist Kristian Hammond, a recognized NLG academic and co-founder, alongside a leadership team that includes a Chief Product Officer, a VP of Talent, a VP of Enterprise Sales, and a General Manager of Business Intelligence and Integrations — indicating an enterprise-oriented go-to-market motion and integration-focused product organization.
The company's revenue model, pricing structure, and named customer base are not disclosed in available material. With 51–100 employees, Narrative Science operates at a mid-scale relative to broader enterprise software peers. The most recent disclosed funding activity occurred in February 2019; the absence of subsequent disclosed capital raises in the input creates uncertainty around current commercial momentum, though the continued presence of an enterprise sales function and prior investor engagement suggest the company remains operational.
Narrative Science firmographics
Firmographics- Name
- Narrative Science
- Website
- https://narrativescience.com
- Company type
- Private
- Founded year
- 2010
- Headcount range
- 51–100 employees
- Short description
- Narrative Science is a Chicago-based enterprise software company founded in 2010 that builds natural language generation technology to automatically convert structured enterprise data into written narratives and reports for business decision-making.
- Ownership category
- akta.pro rank
Narrative Science industry classification
Industry- Product category
- Natural Language Generation Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Data Storytelling & Collaborative Analytics (HDAEAMAJ)
- akta.pro secondary industry
- Business Intelligence, Reporting & Visualization Services (BPAEAHAD)
Keywords
Where Narrative Science is headquartered
LocationHeadquarters
- HQ city
- Chicago
- HQ country
- United States
- HQ region
- North America
Markets served
Narrative Science business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Narrative Science product offering
Product offeringCore offering
Narrative Science creates software that automatically writes stories from enterprise data to drive understanding and results. The product ingests structured enterprise datasets and uses natural language generation to produce written narratives, explanations, and reports that help business users interpret data without manual analysis. It is designed to be embedded into enterprise analytics and business intelligence workflows.
Differentiator
Problem solved
Functional benefit
Products and services
- Narrative Science NLG Platform
Companies that use Narrative Science
Customer profileIdeal customer profiles1 record
Narrative Science technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Narrative Science partnerships and signals
Strategic signalRecent moves5 records
Expansion highlights4 records
Narrative Science competitors and assessment
Company assessmentBroad incumbents
- Tableau (Salesforce): Market-leading BI platform now owned by Salesforce, with Tableau Pulse and Agentforce Tableau embedding AI-driven natural-language insights directly into the analytics workflow. Competes with Narrative Science for the same enterprise analytics buyer and increasingly embeds narrative-generation as a native feature.
- Microsoft Power BI: Enterprise BI platform with Copilot integration that generates natural-language summaries and narratives from data. Represents the most direct competitive threat via bundled distribution inside the Microsoft enterprise stack.
- Qlik: Established analytics and BI vendor with natural-language and AI insight features. Competes in the same enterprise analytics category and increasingly offers narrative insight generation.
- Palantir: Enterprise data platform providing analytics and operational intelligence, increasingly integrating LLM-driven natural-language interfaces. Competes for large-enterprise data and analytics budgets in sectors Narrative Science serves.
Direct peers
- ThoughtSpot: AI-driven analytics platform built around natural-language search and automated insights. Closely comparable to Narrative Science on both product philosophy (NL-first data interaction) and target enterprise buyer.
- Sisense: Embedded analytics platform serving enterprise product teams with AI-infused dashboards and natural-language query. Comparable as an enterprise-grade analytics vendor competing for the same BI budget allocations.
- Arria NLG: Direct NLG vendor producing automated narrative reports from data. One of the closest head-to-head competitors to Narrative Science in the dedicated data-to-prose enterprise software category.
- Yseop: Enterprise NLG platform that converts data into written reports for regulated industries including financial services and pharmaceuticals. A direct competitor in the same enterprise-NLG category.
- Domo: Cloud-based BI and data visualization platform with AI-augmented analytics features. Competes for the same enterprise analytics dollar and offers natural-language insight features.
Emerging players
- Tellius: AI-driven analytics platform offering natural-language querying and automated insights. Comparable as a younger AI-native analytics vendor targeting similar enterprise buyer personas.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks5 records
Key highlights6 records
Customer concentration
Narrative Science social profiles
Digital presenceNarrative Science financial estimates
Financial estimateRevenue estimate
Valuation estimate
Narrative Science leadership team
Management profileNumber of profiles
Profiles5 records
Narrative Science funding detail
Funding detailFunding overview
Funding rounds7 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Narrative Science 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 Narrative Science
What does Narrative Science do?
Narrative Science creates software that automatically writes stories from enterprise data to drive understanding and results. The product ingests structured enterprise datasets and uses natural language generation to produce written narratives, explanations, and reports that help business users interpret data without manual analysis. It is designed to be embedded into enterprise analytics and business intelligence workflows.
When was Narrative Science founded?
Narrative Science was founded in 2010. It employs 51 to 100 people.
Where is Narrative Science based?
Narrative Science is headquartered in Chicago, United States, in the North America region.
Who are Narrative Science's main competitors?
Broad incumbents on record are Tableau (Salesforce), Microsoft Power BI, Qlik and Palantir. Direct peers are ThoughtSpot, Sisense, Arria NLG, Yseop and Domo. Tellius is listed as an emerging player.
Does Narrative Science have an API?
No public API is recorded for Narrative Science.
What industry is Narrative Science in?
Narrative Science's product category is Natural Language Generation Software. Its primary akta.pro industry code is HDAEAMAJ, Data Storytelling & Collaborative Analytics, with a secondary code of BPAEAHAD, Business Intelligence, Reporting & Visualization Services. Its NAICS code is 5132 and its SIC code is 7370.