Tychobra
Tychobra is an Atlanta-based R and Shiny consulting firm that builds custom data science web applications for enterprise and mid-market clients in insurance, finance, consulting, and life sciences, and sells the Polished authentication and hosting SaaS platform to Shiny developers.
- Company typePrivate
- Founded-
- HeadquartersAtlanta, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Tychobra does
Tychobra is a privately-held, bootstrapped data science consulting firm headquartered in Atlanta, Georgia, specializing in building custom web applications using R and the Shiny framework. The company serves enterprise and mid-market clients — including the World Bank, Oliver Wyman, Sanofi, Alpha Architect, Axion BioSystems, and Rhodes Risk Advisors — primarily in financial services, insurance, management consulting, and life sciences, delivering interactive dashboards, predictive analytics applications, and machine-learning models for use cases such as insurance claim payment prediction and actuarial loss simulation. Its consulting revenue is project-based, initiated through direct outreach via email and Calendly scheduling.
Beyond consulting, Tychobra has built a productized platform branded as Polished. The open-source R package 'polished' adds authentication and user administration to Shiny apps; the polished.tech SaaS provides the hosted database and API for these features with a free tier and paid plans; Polished Hosting offers managed Shiny app deployment with HTTPS, custom domains, and single-function-call deploys across 26 global regions. Adjacent open-source packages include shinyFeedback (UI feedback widgets), tychobratools (internal utilities), and polishedpayments (Stripe integration). Supporting integrations include Google, Microsoft, and Facebook social sign-on.
The firm operates with 1–10 employees, is founder-led (Andy Merlino is the principal public voice), has no disclosed external funding, and has no patents or formal certifications. Revenue is undisclosed, and the company has not announced acquisitions, partnerships, or major geographic expansion events. Its go-to-market blends direct enterprise consulting with a product-led growth motion through polished.tech self-service sign-up and developer community building on CRAN, GitHub, and a technical blog.
Tychobra firmographics
Firmographics- Name
- Tychobra
- Legal name
- Tychobra
- Website
- https://tychobra.com
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Tychobra is an Atlanta-based R and Shiny consulting firm that builds custom data science web applications for enterprise and mid-market clients in insurance, finance, consulting, and life sciences, and sells the Polished authentication and hosting SaaS platform to Shiny developers.
- Ownership category
- akta.pro rank
Tychobra industry classification
Industry- Product category
- R/Shiny Application Development Platform
- akta.pro primary industry
- Custom Application Development (Web/Mobile/Desktop) (BPAEAFAA)
- akta.pro secondary industry
- Low-Code/No-Code Application Platforms (HDAEAKAA)
Keywords
Where Tychobra is headquartered
LocationHeadquarters
- HQ city
- Atlanta
- HQ country
- United States
- HQ region
- North America
Markets served
Tychobra business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- R and Shiny Consulting Services: Custom development services where Tychobra builds web applications with R and Shiny for clients, or helps train/mentor client's teams.
- Polished SaaS Platform: Subscription-based authentication and user administration service for Shiny apps. Free tier available with paid tiers for advanced features.
- Polished Hosting: Managed Shiny app hosting with HTTPS and custom domains included. Revenue from hosting fees.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free tier with basic authentication features |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels5 records
Tychobra product offering
Product offeringCore offering
Tychobra builds custom R and Shiny web applications for enterprise clients and provides the Polished authentication and user administration SaaS platform (polished.tech) for Shiny apps. The firm also offers managed Shiny app hosting with HTTPS and custom domain support, complemented by open-source R packages such as shinyFeedback and tychobratools.
Product overview
Tychobra offers a product portfolio centered on the Polished authentication and hosting platform for R/Shiny applications, complemented by a suite of open-source R packages. The core offering is Polished (via polished.tech SaaS), which provides authentication, user administration, and hosting for Shiny apps. Add-on modules include Polished Hosting (deployment platform) and Polished Payments (Stripe integration). Supporting open-source packages include shinyFeedback (user feedback UI), tychobratools (utility functions), and various demo apps (Shiny Insurance Examples, Shiny CRUD, t3 time tracker). The company also provides professional R and Shiny development services. Demo applications showcase capabilities in insurance analytics, machine learning, and financial modeling.
Differentiator
Problem solved
Functional benefit
Brands
- Polished: An open source R package that adds authentication and user administration to Shiny apps, offered as a SaaS service at polished.tech
- Polished.tech
- shinyFeedback
- Polished Payments
Products and services
- R and Shiny Development Services Professional consulting services for building R and Shiny web applications for enterprise clients, either building apps for them or alongside their internal teams. Includes custom dashboards, analytics applications, and report generation tools (Excel, PowerPoint, PDF).
- Polished SaaS authentication and user administration platform for Shiny applications. Provides sign-in/registration pages, social sign-in (Google, Microsoft, Facebook), email verification, password reset, and user roles/permissions.
- Polished Hosting Managed hosting platform for Shiny apps with TLS/HTTPS security, custom domain support, and deployment across 26 global regions via single function call.
- Polished Payments R package (middleware) that integrates Stripe payments with Polished-authenticated Shiny apps, handling payment processing between the Polished layer and the custom Shiny application.
- shinyFeedback Open source R package that allows easy display of user feedback notifications in Shiny apps, including snackbar notifications, icons, color changes around inputs, loading buttons, and toast notifications.
- tychobratools Collection of reusable R utility functions used across many Tychobra projects, distributed as an open source package on GitHub.
- Managed Shiny App Hosting Service Managed Shiny app hosting service with HTTPS and custom domain support bundled with consulting engagements for enterprise clients.
Quantifiable outcome
- Web apps that traditionally take months to build can be completed in days using Shiny
- +1 more outcomes
Companies that use Tychobra
Customer profileNamed customers8 records
Segments4 records
Ideal customer profiles3 records
Tychobra technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability3 records
Feature5 records
Tychobra partnerships and signals
Strategic signalRecent moves6 records
Expansion highlights6 records
Tychobra competitors and assessment
Company assessmentBroad incumbents
- Posit (formerly RStudio): Posit is the creator of Shiny, RStudio IDE, and the broader R open-source ecosystem, and now sells Posit Cloud and Posit Connect for enterprise hosting. As the platform owner, Posit is both an enabler and a broad incumbent competitor to Polished's hosting and authentication layer.
- Plotly (Dash): Plotly's Dash framework is a widely adopted Python alternative to Shiny for building analytical web applications and dashboards. It represents the broader competitive set Tychobra's R/Shiny positioning must contend with.
Emerging players
- Observable: Observable is a JavaScript-based notebook and data app platform targeting interactive analytics and dashboards, competing for the same 'share analysis as interactive app' use case as Tychobra's Shiny deployments.
- Streamlit (Snowflake): Streamlit is a Python-based data app framework backed by Snowflake that competes for the same 'turn data analysis into interactive web apps' use case Tychobra addresses, primarily through the Python rather than R ecosystem.
- Sigma Computing: Sigma is a cloud analytics and BI platform that lets business users build dashboards and data apps with a spreadsheet-style interface — adjacent to Tychobra's hosted dashboard offerings, especially for non-technical analytics consumers.
Direct peers
- Jumping Rivers: Jumping Rivers provides R and Python data science consulting, training, and Shiny application development to enterprise clients in pharma, finance, and government, directly competing for the same consulting engagements Tychobra pursues.
- Appsilon: Appsilon is an R/Shiny-focused consulting and product firm offering enterprise Shiny development, dashboards, and open-source packages. It mirrors Tychobra's combination of high-end R consulting and productized Shiny tooling.
- ThinkR: ThinkR is an R consulting and training firm that builds production Shiny applications and develops R packages for clients — directly comparable to Tychobra's consulting and open-source package approach.
- R for the Rest of Us: R for the Rest of Us provides R consulting, training, and Shiny app development with an emphasis on accessible analytics for non-technical users — overlapping Tychobra's custom Shiny application and dashboard work.
- Mango Solutions: Mango Solutions is an established R-focused data science consultancy offering statistical modeling, training, and Shiny development for regulated industries — a direct competitor to Tychobra's enterprise R consulting practice.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Tychobra social profiles
Digital presenceTychobra financial estimates
Financial estimateRevenue estimate
Valuation estimate
Tychobra leadership team
Management profileNumber of profiles
Profiles2 records
Tychobra funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Tychobra 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 Tychobra
What does Tychobra do?
Tychobra builds custom R and Shiny web applications for enterprise clients and provides the Polished authentication and user administration SaaS platform (polished.tech) for Shiny apps. The firm also offers managed Shiny app hosting with HTTPS and custom domain support, complemented by open-source R packages such as shinyFeedback and tychobratools.
Is Tychobra a public or private company?
Tychobra is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Tychobra founded?
Tychobra was founded in -1. It employs 1 to 10 people.
Where is Tychobra based?
Tychobra is headquartered in Atlanta, United States, in the North America region.
How does Tychobra make money?
Three revenue lines are on record. R and Shiny Consulting Services are the primary driver. The others are polished SaaS Platform and polished Hosting.
Who are Tychobra's main competitors?
Broad incumbents on record are Posit (formerly RStudio) and Plotly (Dash). Emerging players are Observable, Streamlit (Snowflake) and Sigma Computing. Direct peers are Jumping Rivers, Appsilon, ThinkR, R for the Rest of Us and Mango Solutions.
Does Tychobra have an API?
No public API is recorded for Tychobra.
What industry is Tychobra in?
Tychobra's product category is R/Shiny Application Development Platform. Its primary akta.pro industry code is BPAEAFAA, Custom Application Development (Web/Mobile/Desktop), with a secondary code of HDAEAKAA, Low-Code/No-Code Application Platforms.