Wood Wide AI
Wood Wide AI is an early-stage API-first platform that provides numeric reasoning over structured and time-series data for AI-native teams building GenAI applications and agent workflows, built on neuro-symbolic research licensed from Carnegie Mellon University.
- Company typePrivate
- Founded2025
- HeadquartersPittsburgh, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Wood Wide AI does
Wood Wide AI is an early-stage, API-first platform company that provides numeric reasoning capabilities over structured and time-series data for AI-native teams building GenAI applications and agent workflows. The product is a single API that learns a reusable latent representation of a dataset—conditioned on units, semantics, schemas, and business rules—and exposes endpoints for forecasting, anomaly detection, explanations, and what-if analysis, positioning the company as an alternative to bespoke ML pipelines and constant retraining. The platform is explicitly designed to address a known weakness in large language models: their inability to reliably distinguish contextual meaning in numeric data (for example, a heart rate reading versus a stock price).
The underlying technology is licensed from Carnegie Mellon University and is rooted in neuro-symbolic representation learning research originally funded by DARPA, ONR, and NSF. It is led by co-founder Professor Pradeep Ravikumar, a CMU faculty member whose work spans probabilistic modeling, causality, and structured learning, alongside co-founder Varsha Raj, a former UPMC Enterprises product leader. The company is incorporated in Delaware, headquartered in Pittsburgh at 6401 Penn Ave, and operates with a 1–10 employee footprint.
Wood Wide AI monetizes through two publicly disclosed pricing structures: pay-as-you-go credits deducted per API call (non-refundable, expiring after twelve months) and per-user subscription plans billed monthly or annually. Its go-to-market is developer-centric, relying on technical documentation at docs.woodwide.ai, an early access request program, and direct outreach to platform teams, ML teams, and AI builders. The company has completed Innovation Works' AlphaLab accelerator, maintains ties to Carnegie Mellon's VentureBridge, and is backed by Pear VC, Switch VC, and Ardent Venture Partners via a $3 million pre-seed round.
Wood Wide AI firmographics
Firmographics- Name
- Wood Wide AI
- Legal name
- Wood Wide AI, Inc.
- Website
- https://woodwide.ai
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Wood Wide AI is an early-stage API-first platform that provides numeric reasoning over structured and time-series data for AI-native teams building GenAI applications and agent workflows, built on neuro-symbolic research licensed from Carnegie Mellon University.
- Ownership category
- akta.pro rank
Wood Wide AI industry classification
Industry- Product category
- AI/ML Developer APIs
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Software Publishers (5132)
- SIC
- Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)
- akta.pro secondary industries
- Model Hosting, Serving & Inference Platforms (HDAAACAB), Enterprise Foundation Model Integration & APIs (Connectors, Governance, Deployment) (HDAAACAO)
Keywords
Where Wood Wide AI is headquartered
LocationHeadquarters
- HQ city
- Pittsburgh
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Wood Wide AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Infrastructure, Personnel, Marketing or Sales, Operations
Revenue model
- Pay-As-You-Go Credits: Customers purchase credits in advance to use the Services on a usage-based, per-API-call basis. Credits are non-refundable, non-transferable, and expire twelve months from purchase date. This model allows flexible consumption without long-term commitment.
- Subscription Plans: Per-user subscription model where each Authorized User requires a separate paid subscription. Subscription fees are charged on a recurring basis (monthly or annually) in U.S. dollars. Plans automatically renew for successive periods unless cancelled.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | Pay-As-You-Go Credits - Usage-based pricing deducted per API call |
| Subscription | Monthly | Subscription Plans - Per-user subscription with recurring billing |
Go-to-market motion1 record
Distribution channels2 records
Marketing channels4 records
Wood Wide AI product offering
Product offeringCore offering
Wood Wide AI provides a cloud-based Numeric Reasoning API that enables AI platform teams, ML teams, and agent orchestrators to perform reliable reasoning over structured and time-series data (tables, logs, metrics). The API builds a single reusable latent representation conditioned on schema, units, and business rules, then exposes endpoints for forecasting, anomaly detection, explanation, and what-if analysis without bespoke ML pipelines or constant retraining. Core technology is neuro-symbolic representation learning licensed from Carnegie Mellon University.
Product overview
Wood Wide AI offers a single unified product: the Wood Wide AI Numeric Reasoning API. This API-centric platform provides a reusable representation layer for structured and time-series data, enabling platform teams to add numeric reasoning capabilities (forecasting, anomaly detection, explanations, what-if analysis) across applications and agent workflows. The product is designed for AI-native teams working with GenAI platforms and targets industries with abundant structured data.
Differentiator
Problem solved
Functional benefit
Products and services
- Wood Wide AI Numeric Reasoning API A single cloud-based API platform that learns a reusable latent representation for structured and time-series data conditioned on schema, units, and business rules, then exposes endpoints for forecasting, anomaly detection, explanations, and what-if analysis inside products and agent workflows. Targeted at platform teams, ML teams, and AI builders integrating numeric reasoning into GenAI applications, with usage-based credits and per-user subscription pricing.
Companies that use Wood Wide AI
Customer profileSegments3 records
Ideal customer profiles3 records
Wood Wide AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability5 records
Feature4 records
Wood Wide AI partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered core.
- AlphaLab (Innovation Works)coreWood Wide AI completed Innovation Works' AlphaLab accelerator program, a Pittsburgh-based startup accelerator. The AlphaLab program likely provided mentorship, resources, and networking that contributed to the company's formation and early development.
- VentureBridge (Carnegie Mellon)coreVentureBridge is Carnegie Mellon's connection point for venture activity and startup support. The company emerged from Carnegie Mellon research and maintains ties to this ecosystem for technology transfer and commercialization.
- Carnegie Mellon UniversitycoreWood Wide AI licenses its core technology from Carnegie Mellon University. The technology is based on research in probabilistic modeling, causality, and structured learning conducted at CMU. Carnegie Mellon is explicitly named as a third-party beneficiary in customer agreements. The company emerged from years of CMU research led by Professor Pradeep Ravikumar.
Scale indicators4 records
Recent moves5 records
Expansion highlights6 records
Wood Wide AI competitors and assessment
Company assessmentDirect peers
- H2O.ai: H2O.ai is an enterprise AI/ML platform offering AutoML, feature stores, and tabular ML capabilities. It is the most direct comparable to Wood Wide AI's numeric/structured-data reasoning focus, serving similar ML platform and data science buyers.
- DataRobot: DataRobot is an enterprise AI platform that automates machine learning workflows including time-series forecasting, anomaly detection, and what-if analysis on structured data. It directly overlaps with Wood Wide's target use cases and customer base of ML/platform teams.
- Domino Data Lab: Domino provides an enterprise MLOps platform that supports structured-data model development, deployment, and governance. It serves the same platform team and ML team personas Wood Wide targets.
- Anaconda: Anaconda is a data science platform widely used by Python developers working with structured/tabular data. It overlaps with Wood Wide's developer audience and is a candidate partner or distribution channel for numeric reasoning tooling.
Emerging players
- Obviously AI: Obviously AI is a no-code predictive analytics platform focused on tabular/structured data and time-series forecasting. It targets a similar numeric reasoning use case with a more consumer-friendly UX, overlapping with Wood Wide's forecasting and prediction capabilities.
- Weights & Biases: W&B is a developer-first ML platform for experiment tracking, model management, and structured-data workflows. It serves the same ML engineer persona and could integrate with or compete against Wood Wide's API for tabular modeling.
- Tecton: Tecton is a feature platform that builds reusable, production-grade data representations for ML applications. Its focus on a single reusable feature representation layer over structured data is conceptually adjacent to Wood Wide's reusable latent representation layer.
Broad incumbents
- Databricks: Databricks is a broad data and AI platform that offers AutoML, time-series forecasting, and feature stores on structured data at massive scale. It is a broad incumbent that could either partner with or compete against Wood Wide for enterprise structured-data workloads.
- Palantir Technologies: Palantir's Foundry platform powers structured-data reasoning, forecasting, and decision automation in heavily regulated industries like financial services and healthcare. It addresses the same enterprise numeric-reasoning pain points from a much broader platform perspective.
- Google Vertex AI: Vertex AI is Google Cloud's managed ML platform offering tabular AutoML, time-series forecasting, and what-if analysis APIs. It is a broad incumbent with overlapping capabilities and distribution that Wood Wide's platform must differentiate against.
Market position
Strengths4 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Wood Wide AI social profiles
Digital presenceWood Wide AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Wood Wide AI leadership team
Management profileNumber of profiles
Profiles2 records
Wood Wide AI funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Wood Wide AI 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 Wood Wide AI
What does Wood Wide AI do?
Wood Wide AI provides a cloud-based Numeric Reasoning API that enables AI platform teams, ML teams, and agent orchestrators to perform reliable reasoning over structured and time-series data (tables, logs, metrics). The API builds a single reusable latent representation conditioned on schema, units, and business rules, then exposes endpoints for forecasting, anomaly detection, explanation, and what-if analysis without bespoke ML pipelines or constant retraining. Core technology is neuro-symbolic representation learning licensed from Carnegie Mellon University.
Is Wood Wide AI a public or private company?
Wood Wide AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Wood Wide AI founded?
Wood Wide AI was founded in 2025. It employs 1 to 10 people.
Where is Wood Wide AI based?
Wood Wide AI is headquartered in Pittsburgh, United States, in the North America region.
How does Wood Wide AI make money?
Two revenue lines are on record. Pay-As-You-Go Credits are the primary driver. The others are subscription Plans.
Who are Wood Wide AI's main competitors?
Direct peers on record are H2O.ai, DataRobot, Domino Data Lab and Anaconda. Emerging players are Obviously AI, Weights & Biases and Tecton. Broad incumbents are Databricks, Palantir Technologies and Google Vertex AI.
Does Wood Wide AI have an API?
Yes. Wood Wide AI provides cloud-based API services that allow customers to access Wood Wide AI's platform of pre-built machine learning models for data analysis applications. The API enables numeric reasoning over structured and time-series data, supporting operations such as forecasting, anomaly detection, explanations, and what-if analysis. API access requires account registration and per-user API keys. Usage is subject to rate limits and technical restrictions. The company also offers Early Access/Beta Features on an experimental basis. Developer documentation is at docs.woodwide.ai.
What industry is Wood Wide AI in?
Wood Wide AI's product category is AI/ML Developer APIs. Its primary akta.pro industry code is HDAEANAH, Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs), with a secondary code of HDAAACAB, Model Hosting, Serving & Inference Platforms. Its NAICS code is 541511 and its SIC code is 7371.