Well Data Labs
- Company typePrivate
- Founded2015
- HeadquartersDenver, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
Well Data Labs firmographics
Firmographics- Name
- Well Data Labs
- Legal name
- Well Data Labs, Inc.
- Website
- https://welldatalabs.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
Well Data Labs industry classification
Industry- Product category
- Oil & Gas Well Data Analytics Software
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151), Geophysical Surveying and Mapping Services (54136)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Processing & Data Preparation (7374), Oil & Gas Field Services, Nec (1389)
- akta.pro primary industry
- AI/ML Engineering & Model Development Services (BPAEAHAF)
- akta.pro secondary industries
- Data Platforms & Modern Data Stack Services (Lakehouse, DW, MDM) (BPAEAHAC), Data Platform (Unified Data & Analytics) Suites (HDAEABAD), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)
Keywords
Where Well Data Labs is headquartered
LocationHeadquarters
- HQ city
- Denver
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Well Data Labs business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure
Revenue model
- Software Platform (SaaS): Subscription-based access to Well Data Labs platform including Completions, ChatWDL AI, and Fracture Diagnostics modules. Delivered via cloud-based access.
- Professional Services: Data analysis, consulting, historic data loading, daily completions reports, completions QA/QC, custom integrations, and personalized training services.
- SWPM Services: Sealed Wellbore Pressure Monitoring analysis services, originally exclusive commercial provider of Devon Energy's patent-pending SWPM technology.
Go-to-market motion1 record
Distribution channels2 records
Marketing channels5 records
Well Data Labs product offering
Product offeringCore offering
Well Data Labs sells an enterprise AI software platform that helps oil and gas operators manage, analyze, and report on well completions (frac) data in real time. The platform combines a completions data management product, the ChatWDL generative AI agent for conversational analytics on oilfield datasets, and Fracture Diagnostics services including the patent-pending Sealed Wellbore Pressure Monitoring (SWPM) technique, supported by professional services for historic data loading, QA/QC, and custom integrations.
Product overview
Well Data Labs is an enterprise AI company that builds software to help oil and gas organizations quickly analyze and interpret well data. The product portfolio centers on three main offerings: ChatWDL (generative AI conversational interface for data insights), the Completions Platform (data management and analysis for frac operations), and Fracture Diagnostics (SWPM services and fracture analysis). These products work together as an integrated system—the Completions Platform provides the data foundation, ChatWDL provides AI-powered natural language querying on top of that data, and Fracture Diagnostics delivers specialized analysis services. Key capabilities include real-time machine learning for FDI detection, automated event flagging (Power-Ups™), and real-time monitoring. The platform processes data from the company's extensive repository of over half a million stages of completion data and supports integration with partner hardware systems like NOV Max Completions™.
Differentiator
Problem solved
Functional benefit
Brands
- ChatWDL: Generative AI platform built specifically for the oilfield, enabling executives to proactively drive workplace innovation through autonomous, agentic workflows.
- Completions Platform
- Fracture Diagnostics
- Real-Time Frac
Products and services
- ChatWDL Generative AI reasoning agent purpose-built for the oilfield; enables oil & gas E&P executives and engineers to ask questions of oilfield datasets and gain instant insights through conversational natural-language interactions organized in threads.
- Completions Platform Best-in-class well data management and analysis platform for completions operations, providing data visualization, stage comparison, multi-job analysis, and reporting tools including Pad Review, Stage Variance heat maps, and Job Totals summaries for real-time and historical frac data analysis.
- Fracture Diagnostics Fracture diagnostic services including Sealed Wellbore Pressure Monitoring (SWPM) and fracture diagnostic decoder tools, providing data on fluid distribution, fracture count, fracture height/half-length, depletion, and fracture model calibration for oil and gas operators.
- Diagnostic Studies Professional services offering for deep analysis of well data, including fracture design evaluation, casing deformation analysis, refrac optimization studies, and custom diagnostic investigations using the company's database of more than 500,000 historical completion stages.
Quantifiable outcome
- Saved one major operator nearly $400,000 on friction reducer by identifying design disparities mid-operation
- +2 more outcomes
Companies that use Well Data Labs
Customer profileNamed customers7 records
Segments1 record
Ideal customer profiles2 records
Well Data Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability6 records
Feature6 records
Well Data Labs partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered flagship, core and minor.
- NOV (National Oilwell Varco)flagshipNOV and Well Data Labs collaboration to deliver real-time AI-driven frac solutions. NOV's Max Completions aggregation hardware combines with WDL's AI analytics platform for real-time fracture data management and visualization. NOV's hardware aggregates data from coil tubing, wireline, pump down, and offset sensors.
- ResFraccoreStrategic partnership to combine SWPM diagnostics with ResFrac's advanced fracture modeling. Jointly developed workflow for calibrating physics-based models to observed fracture geometries for completion design optimization. Applied in Eagle Ford shale refrac case study.
- Devon EnergycoreDevon Energy and Well Data Labs commercialized the Sealed Wellbore Pressure Monitoring (SWPM) technology. Devon engineers developed the patent-pending SWPM process and WDL is the exclusive commercial provider. This partnership enables fracture diagnostics across major US basins.
- Hawkwood EnergyminorCollaboration on SPE paper combining Hawkwood's geomechanical data (via FractureID Drillbit Geomechanics) with Well Data Labs frac data management platform to optimize completions design using multivariate analysis.
- FractureIDminorPartnership to integrate FractureID's Drillbit Geomechanics technology with Well Data Labs completion data platform for predictive trouble stage identification.
- Chesapeake EnergyminorCo-authorship on casing deformation research paper. WDL analysis of frac data from Chesapeake wells to identify Abnormal Pressure Behaviors (APBs) associated with casing deformation.
Scale indicators6 records
Recent moves6 records
Expansion highlights5 records
Well Data Labs competitors and assessment
Company assessmentEmerging players
- WellAware: WellAware offers IIoT and oilfield analytics for production and operations monitoring, with partial overlap to WDL's real-time frac monitoring and event-detection capabilities.
- FractureID: FractureID provides Drillbit Geomechanics and diagnostics integrated with WDL's platform, making it a directly comparable emerging peer in geomechanics-driven completions analytics.
- ResFrac: ResFrac provides physics-based fracture simulation software and is a current WDL partner. It is adjacent/competing in completions optimization workflows where operators must choose between model-driven and data-driven diagnostics.
Broad incumbents
- SLB (Schlumberger) — DELFI / Cognite-backed E&P environment: SLB's DELFI cognitive E&P environment is the largest-scale upstream digital platform, offering AI-driven completions and production analytics as part of a broader integrated offering that overlaps WDL's AI/data-platform functionality.
- TGS: TGS provides subsurface and production data libraries and analytics for E&P operators, comparable to WDL in delivering large-scale well and completions data infrastructure to upstream customers.
- Baker Hughes — Jude / Predix assets: Baker Hughes offers broad upstream digital and AI capabilities including completions optimization, making it a broad incumbent comparable to WDL in enterprise-scale analytics delivery.
- Halliburton — DecisionSpace: Halliburton's DecisionSpace and iCruise completions suites bundle AI and analytics into service-company workflows, representing the incumbent competitor that WDL must displace or partner around in enterprise deals.
Direct peers
- Novi Labs: Novi Labs is a Houston-based AI/analytics company providing completions optimization and data analytics for shale operators, closely overlapping Well Data Labs' core Completions Platform use cases and customer base.
- Corva: Corva offers a real-time drilling and completions analytics platform for oil & gas operators, with an app marketplace and partner ecosystem that competes directly with WDL's Completions Platform and Real-Time Frac capabilities.
- Petro.ai: Petro.ai is an AI-driven upstream analytics platform for shale operators focused on completions and production forecasting, directly comparable to Well Data Labs' AI/ML modeling on frac and offset-well data.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Well Data Labs social profiles
Digital presenceWell Data Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
Well Data Labs leadership team
Management profileNumber of profiles
Profiles2 records
Well Data Labs funding detail
Funding detailFunding overview
Funding rounds3 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Well Data Labs 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 Well Data Labs
What does Well Data Labs do?
Well Data Labs sells an enterprise AI software platform that helps oil and gas operators manage, analyze, and report on well completions (frac) data in real time. The platform combines a completions data management product, the ChatWDL generative AI agent for conversational analytics on oilfield datasets, and Fracture Diagnostics services including the patent-pending Sealed Wellbore Pressure Monitoring (SWPM) technique, supported by professional services for historic data loading, QA/QC, and custom integrations.
Is Well Data Labs a public or private company?
Well Data Labs is a private company. It is classified as venture growth investor backed and is currently operating.
When was Well Data Labs founded?
Well Data Labs was founded in 2015. It employs 11 to 50 people.
Where is Well Data Labs based?
Well Data Labs is headquartered in Denver, United States, in the North America region.
How does Well Data Labs make money?
Three revenue lines are on record. Software Platform (SaaS) is the primary driver. The others are professional Services and SWPM Services.
Who are Well Data Labs's main competitors?
Emerging players on record are WellAware, FractureID and ResFrac. Broad incumbents are SLB (Schlumberger) — DELFI / Cognite-backed E&P environment, TGS, Baker Hughes — Jude / Predix assets and Halliburton — DecisionSpace. Direct peers are Novi Labs, Corva and Petro.ai.
Does Well Data Labs have an API?
Yes. Well Data Labs offers a partner-facing API that enables ingestion and consumption of completions data. The API allows integration with external systems to consume frac data combined with offset pressure information. It supports real-time data flow and alert notifications via text, email, or screen flash when potentially costly issues arise. The API is part of a growing partners program and is used for integrating with hardware aggregation systems and enabling data exchange for completions analytics.
What industry is Well Data Labs in?
Well Data Labs's product category is Oil & Gas Well Data Analytics Software. Its primary akta.pro industry code is BPAEAHAF, AI/ML Engineering & Model Development Services, with a secondary code of BPAEAHAC, Data Platforms & Modern Data Stack Services (Lakehouse, DW, MDM). Its NAICS code is 541511 and its SIC code is 7370.