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NUMERIC

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About

NUMERIC (formerly TWO AI) provides a suite of advanced AI models and runtime engines designed to move beyond traditional text-based language processing. At the core of their offering is the SUTRA model family, which emphasizes multilinguality, inference efficiency, and domain-specific alignment. By utilizing a unique dual-transformer (D2T) architecture that decouples concept learning from language learning, the platform allows businesses to deploy high-performance AI that supports over 50 languages, including Hindi, Korean, and Arabic, without the massive computational overhead typically associated with global-scale models. The platform is built around the SUTRA model series and the AIR (AI Runtime) Engine. SUTRA-V handles text and chat applications, while SUTRA-R focuses on reasoning and SUTRA-Q provides quantitative time-series predictions. For specialized industry needs, the SUTRA-D3 series utilizes domain-aligned distillation to create compact, high-performance models for specific tasks. The AIR Engine acts as a secure, modular foundation that abstracts away model complexity, allowing enterprises to integrate AI into existing data pipelines and applications through plug-and-play tools like vector databases, ETL processes, and search engines. NUMERIC is primarily designed for modern enterprises and developers requiring scalable AI solutions across diverse industries such as finance, healthcare, retail, and manufacturing. It is particularly valuable for global organizations that need to serve billions of users in their native languages while maintaining strict security and cost control. The system supports a wide range of interaction models, from real-time AI voice experiences (HiFi) and vision-based security systems (VisiON) to photorealistic interactive avatars (AVtar), making it a comprehensive choice for companies building immersive digital experiences. What distinguishes NUMERIC from mainstream AI providers is its "glocalized" approach and technical architecture. Unlike generic LLMs that may struggle with non-English languages or specialized domain data, SUTRA's D2T architecture enables faster training cycles and significantly lower inference costs. Additionally, the platform provides ultra-secure on-premise acceleration (SUTRA-OP) for sensitive industries like defense and governance. By focusing on the "second layer" of AI—proactive agents and distilled domain-specific models—NUMERIC enables businesses to transition from simple chat assistants to autonomous agents that proactively solve problems.

Pros & Cons

Supports over 50 languages with a specialized multilingual tokenizer for high accuracy.

D2T architecture significantly reduces inference costs and speeds up training cycles.

Offers domain-specific distillation for higher performance in niche industry use cases.

Provides secure on-premise deployment options for highly regulated industries.

Capable of handling multi-modal inputs including voice, vision, and time-series data.

Public pricing tiers and specific costs for different model series are not disclosed on the website.

The platform's high-scale infrastructure focus may be overkill for individual developers or small projects.

Access to the SUTRA model API requires an initial contact application rather than immediate self-service signup.

Use Cases

Global retail brands can use SUTRA to provide localized customer support across 50+ languages using a single, cost-efficient model.

Financial institutions can deploy SUTRA-Q for large-scale quantitative time-series predictions and market analysis.

Security firms can integrate VisiON and AIR Engine to automate real-time threat detection within their existing video surveillance infrastructure.

Healthcare providers can develop proactive AI agents to manage patient workflows and assist in reasoning-heavy diagnostic tasks.

Defense and government agencies can utilize SUTRA-OP to run advanced AI models on-premise, ensuring complete data air-gapping.

Platform
Web
Task
ai platform

Features

multilingual support (50+ languages)

photorealistic ai avatars (avtar)

on-premise deployment (sutra-op)

real-time vision ai (vision)

real-time voice ai (hifi)

time-series quantitative prediction (sutra-q)

domain-specific distillation (d3)

d2t dual-transformer architecture

FAQs

What languages does SUTRA support?

SUTRA supports over 50 languages including Hindi, Gujarati, Korean, Arabic, and Japanese. Its unique D2T architecture decouples concept learning from language learning to maintain high performance across these varied scripts.

What is the SUTRA-D3 model series?

The D3 series consists of distilled, domain-aligned models designed for specific industrial applications. These compact models provide a balance of high performance and inference efficiency, making them faster and more scalable than general-purpose models.

Can I run NUMERIC models on my own servers?

Yes, NUMERIC offers SUTRA-OP, which is an ultra-secure on-premise AI acceleration solution. This is specifically designed for industries like defense, governance, and finance that require maximum data control.

What is the AIR Engine?

The AI Runtime (AIR) Engine is a secure platform that simplifies AI adoption by providing a modular foundation. It integrates domain-specific models into existing enterprise workflows, databases, and ETL pipelines without requiring complex infrastructure management.

Does NUMERIC offer vision or voice capabilities?

Yes, the platform includes SUTRA HiFi for next-gen real-time voice experiences and VisiON for real-time vision AI applications like security. It also offers SUTRA AVtar for photorealistic interactive video calls.

Pricing Plans

Enterprise
Unknown Price

SUTRA Model API access

AIR Engine integration

Secure On-Premise (OP) options

Multilingual support (50+ languages)

Domain-aligned distillation

Time-series prediction

Real-time Voice & Vision

Photorealistic AI Avatars

Secure Search Engine

Enterprise support

Job Opportunities

There are currently no job postings for this AI tool.

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