anrak

What anrak does

ANRAK is an early-stage AI infrastructure company founded in 2025, operating with a team of 1-10 employees and a footprint spanning the UK, India, and Nigeria. The company is built on a neurosymbolic AI architecture and offers a portfolio of four product lines: a fine-tuning platform (anrak.ai), a vertical legal intelligence product (anrak.legal) underpinned by a claimed corpus of 588,000+ verified legal documents, quantum computing applications, and custom AI model deployment services. Its technology stack integrates established open-source foundation models including LLaMA, Qwen, Mistral, and Phi-3, layered with a proprietary neurosymbolic component. ANRAK claims 99%+ precision on legal workflows and markets a 90-day AI-native deployment cycle.

The company targets enterprise customers across ten industry verticals, combining infrastructure-style usage pricing ($0.50/hour for training), quote-based enterprise contracts for custom deployment, and subscription pricing for the legal product. Distribution is anchored by a Microsoft Azure commercial partnership and a Shopify early-stage partnership, providing channel access without proportional sales hiring. Despite the breadth of the product surface, no funding rounds, paying customer logos, revenue figures, or third-party benchmarks of the neurosymbolic architecture have been disclosed in available data, which limits visibility into commercial traction and technical defensibility.

Name

anrak

Legal name

ANRAK

Website

https://anrak.io

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

ANRAK is an early-stage AI infrastructure company building neurosymbolic AI systems, a fine-tuning platform, and a vertical legal intelligence product for enterprise clients across ten industries in the UK, India, and Nigeria.

Ownership category

akta.pro rank

Product category

AI Infrastructure

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511), Software Publishers (51321)

SIC

Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), LLM/GenAI Guardrails & Safety Controls (policy, filtering, routing) (HDAAAKAD), AI Accelerators (GPUs/TPUs/NPUs/ASICs) (HDAAAAAA)

Keywords

• AI infrastructure
• Neurosymbolic AI
• Custom LLM development
• GPU consultancy
• Legal intelligence platform

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales

Revenue model

1. AI Infrastructure Services: Professional services for AI infrastructure design, deployment, and security including GPU consultancy, capacity planning, and data center operations.
2. Custom Model Development & Fine-tuning: Custom LLM and SLM development, fine-tuning services, and guardrail removal. Model training at $0.50/hour.
3. Quantum Applications: Quantum computing applications including drug discovery, post-quantum security, and quantum search via cloud quantum providers.
4. Legal Intelligence Platform: India's Legal OS platform with 588K+ verified case law documents and 7 AI modes for legal research and courtroom preparation.
5. AI Agent Deployment: Deployment of Claude, OpenAI, and N8N agents into enterprise workflows with 90-day implementation timeline.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels2 records

Core offering

ANRAK designs, deploys, and secures complete AI ecosystems for enterprises, offering GPU consultancy, custom LLM/SLM development and fine-tuning, AI agent deployment, quantum computing applications, and a specialized legal intelligence platform. Their neurosymbolic AI architecture combines neural generation with symbolic rule verification to deliver 99%+ precision and zero-hallucination operation for regulated industries across UK, India, and Nigeria.

Product overview

ANRAK is a complete AI infrastructure company offering a platform-plus-solutions architecture. The core offerings include: (1) AI Infrastructure for GPU consultancy, custom LLMs/SLMs, fine-tuning, and data center operations; (2) Implement AI to Your Business for deploying Claude, OpenAI, and N8N agents into enterprise workflows; (3) Quantum Applications for drug discovery, post-quantum security, and quantum search; (4) the Fine-Tuning & Neurosymbolic AI Platform (anrak.ai) providing model training at $0.50/hr with neurosymbolic architecture achieving 99%+ precision; and (5) ANRAK Legal (anrak.legal), a specialized legal intelligence platform covering 588K+ Indian case law documents with seven AI modes. The portfolio is unified by ANRAK's neurosymbolic architecture combining neural generation with symbolic verification to eliminate hallucinations.

Differentiator

Problem solved

Functional benefit

Brands

• anrak.ai: Fine-tuning platform for custom model training using neurosymbolic AI architecture
• anrak.legal

Products and services

• AI Infrastructure Core infrastructure solution for building, deploying, and measuring AI at enterprise scale, including GPU consultancy, capacity planning, rental procurement, data center output measurement, custom LLM/SLM development, fine-tuning, and guardrail removal connected to Anthropic and OpenAI teacher models. Designed for enterprises and data centers.
• Implement AI to Your Business AI agent deployment solution that bridges the gap between AI adoption and measurable ROI. Deploys Claude, OpenAI, and N8N agents into existing business workflows, targeting 20% AI-native operations within 90 days. Aimed at enterprises across multiple sectors.
• Quantum Applications Quantum computing applications delivered via cloud quantum providers, including protein binding simulations for drug discovery, post-quantum cryptography, quantum search in AI agents, and industrial optimization. Targeted at enterprises needing advanced computational capabilities.
• Fine-Tuning & Neurosymbolic AI Platform Neurosymbolic AI platform combining neural network generation with symbolic rule verification to achieve 99%+ precision. Enables training of custom models at $0.50/hour with 165+ pre-built workflows. Supports local deployment via Ollama or scalable API. Architecture combines LLaMA, Qwen, Mistral, Phi-3 neural layer with domain rules and compliance checking.
• ANRAK Legal India's Legal OS providing 588,024+ verified case law documents spanning 90+ years with seven AI-powered modes including legal chat, research, and courtroom transcription. Offers zero hallucinations, zero query logging, and court-ready citations with MCP Connectors. Targets law firms, legal departments, and courts in India.

Quantifiable outcome

• 99%+ precision with zero hallucination mode for regulated industries
• +3 more outcomes

Segments10 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability9 records

Feature6 records

Partnerships

Two partnerships are on record, tiered core and flagship.

• MicrosoftcoreTechnology or IntegrationANRAK holds a commercial partnership with Microsoft for Azure cloud and AI deployment. Leverages Azure's enterprise infrastructure including GPU compute, Azure OpenAI Service, and Azure Quantum. Provides customers direct access to Microsoft's enterprise ecosystem with ANRAK's implementation expertise. Covers Azure AI & GPU infrastructure deployment, Azure OpenAI Service integration, Azure Quantum for enterprise quantum computing, and enterprise-grade security (SOC 2, GDPR).
• ShopifyflagshipStrategic or Co-development PartnerANRAK is an early stage partner with Shopify, deploying AI within their infrastructure. The collaboration contributed to the Shop app reaching #2 on the App Store. Working directly with Shopify's platform to integrate AI-powered commerce solutions including AI-powered commerce and recommendation systems, automated customer engagement, and operational AI.

Scale indicators9 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Cohere: Cohere provides enterprise-focused custom LLMs and AI platforms with an emphasis on privacy, deployment flexibility, and accuracy for regulated industries. Highly comparable to ANRAK's neurosymbolic enterprise AI positioning and custom LLM/SLM offerings.
• Hugging Face: Hugging Face operates an AI/ML platform for hosting, fine-tuning, and deploying open-source models with workflow orchestration. Directly comparable to ANRAK's fine-tuning platform with 165+ workflows and support for LLaMA, Qwen, Mistral, Phi-3 base models.
• DataRobot: DataRobot offers an end-to-end enterprise AI platform covering model lifecycle, MLOps, and deployment for regulated industries. Comparable to ANRAK's enterprise AI infrastructure and MLOps positioning, with stronger incumbent footprint.
• Together AI: Together AI provides AI compute infrastructure for training and inference of open-source models, with usage-based pricing. Directly comparable to ANRAK's fine-tuning platform at $0.50/hour and emphasis on cost-efficient AI deployment.
• Mistral AI: Mistral AI builds open-weight LLMs with enterprise customization and deployment options. Comparable to ANRAK's custom LLM/SLM development, and Mistral models are themselves part of ANRAK's neural layer base architectures.
• C3.ai: C3.ai delivers enterprise AI applications and a model-driven platform for industrial and regulated use cases. Comparable to ANRAK's vertical enterprise AI approach across manufacturing, energy, finance, and healthcare verticals.
• Scale AI: Scale AI provides AI infrastructure including data annotation, model evaluation, and enterprise AI deployment services. Comparable to ANRAK's custom model development and enterprise AI deployment offerings.
• Weights & Biases (W&B): Weights & Biases provides an AI developer platform for experiment tracking, model training, and MLOps across foundation and custom models. Comparable to ANRAK's fine-tuning platform and enterprise AI infrastructure layer.

Broad incumbents

• Palantir Technologies: Palantir provides enterprise data and AI platforms (Foundry, AIP) with deep deployment in regulated industries and government. Comparable to ANRAK's enterprise AI infrastructure positioning but at much larger scale and broader portfolio.
• Anthropic: Anthropic is both an ANRAK partner and competitor, providing Claude foundation models and enterprise AI safety tooling. Comparable as a foundation model provider that ANRAK fine-tunes on top of, and as a broader enterprise AI platform competitor.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/anrakai

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about anrak