XRI Global
XRI Global builds voice and translation AI models and training datasets for 6,800+ low-resource languages, serving defense, faith, and international development organizations. Acquired by Gloo (NASDAQ:GLOO) in 2025.
- Company typePrivate
- Founded2017
- HeadquartersDallas, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What XRI Global does
XRI Global is a Dallas-based language AI company building voice and translation technology for the 6,800+ languages that frontier AI models do not cover. Founded in 2017, the company's core offering is the XRI Data Foundry, a five-step methodology (scope, dataset authoring, SME translation and speech capture via mobile workflow, peer review and validation, and delivery via API or on-prem) that produces engineered, concept-complete training datasets — explicitly not web-scraped — for ASR, NMT, TTS, and STS models. Capabilities are purpose-built for unwritten languages, dialect variation, and oral-only communities, with deployment options including on-prem and air-gapped environments for high-security buyers.
The company serves three named verticals: defense and intelligence (custom datasets and models for primes, integrators, and government partners, with DLPT-graded proficiency); faith and mission (scripture translation, narration, and ministry tooling, including a documented 31% acceleration for the Kapu Bible translation team); and international development (health, education, and agriculture information delivered in local languages, with a deployed Nigerian English STT API at eHealth Africa as a reference integration). Distribution is direct enterprise/government, supplemented by a public Hugging Face dataset repository at huggingface.co/xri.
XRI Global was acquired by Gloo (NASDAQ:GLOO) in 2025 and now operates as a wholly-owned subsidiary. Revenue and pricing are not publicly disclosed; headcount is reported in the 11–50 range. The unit monetizes through bespoke dataset creation, model development, and API or on-prem delivery, with no standard SaaS pricing published.
XRI Global firmographics
Firmographics- Name
- XRI Global
- Legal name
- XRI Global, Inc.
- Website
- https://xriglobal.ai
- Company type
- Private
- Founded year
- 2017
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- XRI Global builds voice and translation AI models and training datasets for 6,800+ low-resource languages, serving defense, faith, and international development organizations. Acquired by Gloo (NASDAQ:GLOO) in 2025.
- Ownership category
- akta.pro rank
XRI Global industry classification
Industry- Product category
- Language AI
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design and Related Services (5415)
- SIC
- Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- AI/ML Engineering & Model Development Services (BPAEAHAF)
- akta.pro secondary industries
- Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), Open-Source Model Ecosystems & Model Marketplaces (HDAAACAM)
Keywords
Where XRI Global is headquartered
LocationHeadquarters
- HQ city
- Dallas
- HQ country
- United States
- HQ region
- North America
Markets served
XRI Global business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Infrastructure
Distribution channels2 records
Marketing channels2 records
XRI Global product offering
Product offeringCore offering
XRI Global builds voice and translation AI products — including ASR, NMT, TTS, and STS models — for the 6,800+ low-resource languages that frontier AI models do not cover. Its core methodology, the XRI Data Foundry, produces engineered, concept-complete training datasets and custom models for specific languages and use cases, delivered to customers via API or on-premises deployment. The company serves defense and intelligence, faith and mission, and international development organizations requiring AI capabilities in unwritten and oral-only languages.
Product overview
XRI Global is a technology company building voice and translation AI for the 6,800+ languages that frontier models leave behind. The core offering is the XRI Data Foundry, a methodology for creating engineered, concept-complete training datasets and models. The product portfolio includes four integrated AI capability modules: ASR (Automatic Speech Recognition) for unwritten languages and oral-only communities; NMT (Neural Machine Translation) for domain-tuned translation across low-resource language pairs; TTS (Text-to-Speech) for synthesizing heart-language voices; and STS (Speech-to-Speech) for direct bidirectional speech translation. These capabilities are delivered via API or on-prem/air-gapped deployment options, serving defense, faith, and international development sectors.
Differentiator
Problem solved
Functional benefit
Products and services
- XRI Data Foundry An engineered methodology for creating concept-complete training datasets and models for ASR, NMT, TTS, and STS, following a five-step process: scoping (AOR + dialect, deliverables), dataset authoring (concept-rich source sentences in Living Word Catalog), SME translation and speech capture via mobile workflow, validation (peer review, in-context tests, consistency checks), and delivery via API or on-prem. Sold to defense, faith, and international development partners.
- ASR (Automatic Speech Recognition)
- NMT (Neural Machine Translation)
- TTS (Text-to-Speech)
- STS (Speech-to-Speech)
Quantifiable outcome
- Kapu Bible translation team achieved 31% faster translation pace using custom NMT and review tooling
- +1 more outcomes
Companies that use XRI Global
Customer profileSegments3 records
Ideal customer profiles3 records
XRI Global technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability5 records
Feature5 records
XRI Global partnerships and signals
Strategic signalRecent moves6 records
Expansion highlights6 records
XRI Global competitors and assessment
Company assessmentOthers
- Mozilla Common Voice: Open-source crowdsourced speech dataset initiative for low-resource languages; adjacent ecosystem participant that supplies the kind of training data XRI's Data Foundry also produces, partly competing for the same SME-contributed corpus.
Broad incumbents
- DeepL: Established neural machine translation service for enterprises; broader incumbent that overlaps with XRI's NMT capability but historically focused on well-resourced European and Asian languages.
- RWS Group: Global language services and translation technology provider combining proprietary MT with human translation; comparable language-services-plus-AI business model spanning many verticals.
- OpenAI (Whisper / GPT-4o): Frontier foundation model provider whose Whisper ASR and multilingual GPT models serve as the primary alternative to XRI's speech and translation stack for buyers defaulting to general-purpose AI.
- Meta AI (NLLB / SeamlessM4T): Frontier lab shipping massively multilingual translation (NLLB-200) and speech-to-speech (SeamlessM4T) models explicitly targeting low-resource languages; broad incumbent competing with XRI's niche from the foundation-model layer.
Direct peers
- ElevenLabs: Voice AI platform focused on TTS and speech synthesis with multilingual support, comparable to XRI's TTS and STS modules targeting low-bandwidth and edge deployment.
- Lilt: AI-augmented translation platform for enterprise localization, directly comparable to XRI's NMT product for domain-tuned bidirectional translation.
- Deepgram: Enterprise ASR platform offering speech-to-text models via API and on-prem deployment, overlapping directly with XRI's ASR and STS capabilities and its API/on-prem go-to-market motion.
- Unbabel: Enterprise translation AI combining neural MT with human-in-the-loop QA; comparable NMT-centric offering and overlap in low-resource / domain-tuned language pairs.
Emerging players
- AI4Bharat: Open-source initiative building AI datasets and models for low-resource Indic languages, mirroring XRI's mission of closing the language coverage gap with engineered (not scraped) data.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks5 records
Key highlights6 records
Customer concentration
XRI Global social profiles
Digital presenceXRI Global financial estimates
Financial estimateRevenue estimate
Valuation estimate
XRI Global leadership team
Management profileNumber of profiles
XRI Global funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
XRI Global 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 XRI Global
What does XRI Global do?
XRI Global builds voice and translation AI products — including ASR, NMT, TTS, and STS models — for the 6,800+ low-resource languages that frontier AI models do not cover. Its core methodology, the XRI Data Foundry, produces engineered, concept-complete training datasets and custom models for specific languages and use cases, delivered to customers via API or on-premises deployment. The company serves defense and intelligence, faith and mission, and international development organizations requiring AI capabilities in unwritten and oral-only languages.
Is XRI Global a public or private company?
XRI Global is a private company. It is classified as corporate owned and is currently acquired.
When was XRI Global founded?
XRI Global was founded in 2017. It employs 11 to 50 people.
Where is XRI Global based?
XRI Global is headquartered in Dallas, United States, in the North America region.
Who are XRI Global's main competitors?
Mozilla Common Voice is listed as an others. Broad incumbents are DeepL, RWS Group, OpenAI (Whisper / GPT-4o) and Meta AI (NLLB / SeamlessM4T). Direct peers are ElevenLabs, Lilt, Deepgram and Unbabel. AI4Bharat is listed as an emerging player.
Does XRI Global have an API?
Yes. XRI offers API delivery for training-ready datasets and models, enabling integration into customer platforms. The API supports on-prem and air-gapped deployment options for high-security environments. Case study example shows STT API integrated into eHealth Africa's clinical platform for doctors to verbally document patient consultations.
What industry is XRI Global in?
XRI Global's product category is Language AI. Its primary akta.pro industry code is BPAEAHAF, AI/ML Engineering & Model Development Services, with a secondary code of HDAEANAC, Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem). Its NAICS code is 541511 and its SIC code is 7371.