Accelerating Enterprise AI Adoption

From prototype to production faster with Hark’s hybrid intelligence framework, pre-engineered architectures, enterprise-grade governance, security, and proven production expertise.

95%

of GenAI
pilots
are failing*

The Biggest Barrier in AI Adoption

Despite significant investment in AI, most enterprise initiatives stall in the pilot phase.

Key Barriers
Expertise Gap

Lack of specialized knowledge prevents teams from effectively matching appropriate AI technologies to specific business challenges.

Legacy Systems

Archaic, on-premise infrastructure and disjointed workflows isolate critical data and prevent agility.

Behind the State-of-the-Art Models

Risk-averse security protocols prevent adoption of the latest and most powerful AI models.

Enterprises are unable to productionize promising results
from suboptimal experiments.

What we do

Engineered for Impact: The Hark Advantage

Hybrid Intelligence Framework

Our expertise combines a distillation of eighteen years of enterprise AI experience with systematic evaluation of emerging technologies. We strategically blend deterministic and probabilistic approaches, integrating human judgment where critical. This framework delivers a production-ready AI platform that enterprises can build on with confidence.

Accelerated Custom Solutions

Built on a foundation of proprietary intellectual property, Hark delivers bespoke custom approaches to client challenges with unprecedented speed. Hark's robust, pre-engineered agentic architectures, playbooks and refined methodologies empower enterprises to effortlessly integrate AI into their most critical operations—dramatically reducing time-to-value while maintaining the highest standards of performance and security.

Real-World Production Experience

We bring deep real-world experience in enterprise systems, designing and deploying AI solutions that integrate seamlessly with internal platforms, cloud infrastructure, enterprise software, data systems, and external APIs. Our expertise spans security, governance, and scalable production environments. We excel at managing complex workflows and resolving data disparities, ensuring AI initiatives are both innovative and deliver measurable value within large organizations.

15%
Cycle Time reduction
Cut the end-to-end time it takes to complete a workflow.
30%
Operational cost reduction
Save by reducing labor costs, software licensing fees, and decreased operational overhead.
15%
Process Error Reduction
Decrease error rate by eliminating tedious manual processes.
Impact

Transformative Impact at Scale

25%

Sales Improvement
Introducing LLM Powered Sales Agents for sales using encoders, FAISS, conversational RAGs with Tree of Thought reasoning that increased sales conversion, allowed inventory checks, delivery estimates, and personalized product recommendations.

100M

Incremental revenue/year
Providing a Point of Sale innovation through leveraging LLMs for order personalization and smart inventory management.

7x

Improvement in data retrieval latency
Redesigned data pipelines using advanced ETL, MLOps, cut processing from 6 days to hours for near real-time analytics.

60%

Improvement in Developer Productivity
Created a semantic graph that turns scattered documents into a navigable network of entities, relationships, and facts.
Impact

Transformative Impact at Scale

25% Sales Improvement
Introducing LLM Powered Sales Agents for sales using encoders, FAISS, conversational RAGs with Tree of Thought reasoning that increased sales conversion, allowed inventory checks, delivery estimates, and personalized product recommendations.
100M incremental revenue/year
Providing a Point of Sale innovation through leveraging LLMs for order personalization and smart inventory management
7x Improvement in data retrieval latency
Save by reducing labor costs, software licensing fees, and decreased operational overhead.
60% Improvement in Productivity
Building a codebase knowledge graph using LLMs, LangChain, and Neo4j for structured insights and semantic understanding.
25% Sales Improvement
Cut the end-to-end time it takes to complete a workflow.
Improvement in Developer Productivity
Save by reducing labor costs, software licensing fees, and decreased operational overhead.
Improvement in data retrieval latency
Save by reducing labor costs, software licensing fees, and decreased operational overhead.
Process Error Reduction
Decrease error rate by eliminating tedious manual processes.
Use cases

The Art of the Possible: Industry Use Cases

Advanced Security & Surveillance

Next-Generation Motion Detection: Our proprietary thermal imaging algorithms deliver unprecedented accuracy in security applications. By combining differential thermal analysis with advanced noise reduction models, we've achieved 99.9999% detection accuracy while reducing false alarms by 92%—significantly outperforming industry leaders like Bosch and Honeywell, even in ultra-low power environments.

Intelligent Situational Awareness: We engineered a seismic-based monitoring platform that uses advanced machine learning to classify human activity in real-time. From secure military installations to busy commercial zones, our system scales seamlessly to monitor areas with dozens of active participants, providing critical intelligence for security teams.

Sales & Customer Experience

AI-Powered Sales Acceleration: Our intelligent sales agents leverage large language models and advanced reasoning capabilities to transform customer interactions. Integrated directly with CRM systems, these agents provide real-time inventory checks, delivery estimates, and personalized recommendations—driving conversion rates up by 23% across pilot implementations.

Personalized Recommendation Engine: Using cutting-edge multimodal AI technology, we've built recommendation systems that understand both visual and contextual preferences. Our enterprise clients have seen a 35% increase in user engagement through personalized product and content suggestions that truly resonate with their audiences.

Audio Intelligence & Compliance

Real-Time Audio Processing: Our audio intelligence platform processes streaming data with sub-100ms latency, enabling instant gender identification, language detection, and automated compliance monitoring. Organizations have reduced manual review workloads by 70% while maintaining rigorous quality standards.

E-Commerce Innovation

Automated Visual Commerce: We revolutionized custom product sales by building an end-to-end AI pipeline that creates instant product mockups and handles customer interactions autonomously. What once took weeks now happens in real-time, eliminating 25% of customer drop-offs and transforming the entire sales experience.

These results represent real deployments across Fortune 500 companies and specialized industries. Each solution is built on Hark's foundational platform, ensuring enterprise-grade security, scalability, and performance.
How it works

Our Proven Playbook

3

Tailored performance, adaptable solutions

Full-Spectrum AI Capabilities

Our expertise spans foundational machine learning—from Deep Learning and Reinforcement Learning to Physics-Informed Neural Networks. We design and optimize the full spectrum of language models, from large-scale LLMs to hyper-efficient Small Language Models. In sensory and visual domains, our capabilities extend to Computer Vision, seismic signal processing, Bayesian sensor fusion, and Digital Twins. These technologies come together in intelligent agentic AI frameworks, engineered for efficiency and operational impact.

4

Reduce risk, ensure trust & compliance

Built-in Governance & Compliance:

Mitigate risk and ensure trust. Our platform is grounded in robust governance frameworks and compliance-ready implementations—powering confidence in even the most highly regulated industries.

1

Boost efficiency, automate complex tasks

Intelligent Automation with Agents

Drive efficiency and precision through autonomous intelligent agents that go beyond simple retrieval to automate complex workflows, perform multi-step analysis, execute decision trees, orchestrate system integrations, conduct predictive modeling, manage exception handling, and solve sophisticated business problems—freeing your teams to focus on strategic initiatives.

2

Empower informed decisions, enhance outcomes

Actionable Knowledge:

Transform raw data into intelligent insights. Hark ensures your teams have the right information, at the right time, to make confident, data-driven decisions and deliver superior outcomes.

How it Works

Hark seamlessly integrates into your existing workflows.

*source: MIT report

Get Started with Hark

Bring precision, autonomy, 
and insight to your organization
with Hark
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.