Enterprise Transformation with AI

Ideas to
Reality, FAST

We take products, platforms, and possibilities from whiteboard to production, faster than you thought possible. Full stack engineering, accelerated delivery, deep industry specialization, and a partnership you can trust.

See How We Move FAST

Enterprise Transformation with AI

AWS Healthcare & Life Sciences Competency

Zimetrics holds both the AWS Healthcare Competency and the AWS Life Sciences Competency, recognizing our deep expertise in delivering compliant, production-grade solutions for regulated health industries.

Accelerate your impact
  • Success Story · Automotive

12,000 Shipping Labels Processed Monthly: AI-Powered Shipping Label Digitization for a Leading US Paper and Packaging Distributor

A leading independent paper and packaging distributor in the United States, with a national network of warehouses serving printers, publishers, and commercial enterprises across North America. The company manages high volumes of inbound and outbound shipments daily, operating as a critical intermediary between carriers, suppliers, and end customers across multiple distribution facilities.

Warehouse operations at the client span a distributed network of sites – including locations across Pennsylvania, New Jersey, New York, and the broader Mid-Atlantic region, each processing parcels with major carriers including UPS, FedEx, USPS, and DHL.

Podcast · IT Leadership

The new role of IT leadership: rom order takers to strategic partners

Gurvinder Chhatwal, Chief Growth Officer at Zimetrics, and veteran IT leader Amit Singh on how IT evolved into a key business partner.

  • Success Story · Dental Tech

50% – 70% Compute Cost Savings: EMR to Databricks Migration for a Global AdTech Enterprise

A global AdTech enterprise operating a centralized ad data platform that powers ad auctions, real-time bidding (RTB), header bidding, and visitor identity workflows across digital advertising channels. The platform processes more than 20 million ad events per hour, with peak streaming throughput reaching 500,000 rows per second and large batch cycles processing approximately 2.3 TB of data per run. Its data ecosystem is built on AWS infrastructure (S3, MSK), Apache Airflow for orchestration, and Snowflake as the analytics serving layer. Downstream consumers span Looker dashboards, ad server systems, third-party data shares, and internal data science workloads. As ad event volumes climbed and platform demands grew, the foundational Spark compute layer became a structural concern.
  • Success Story · Dental Tech

From Manual EC2 to Continuous Learning: ML Platform Modernization for a Global AdTech Leader

The client is a leading Global AdTech Company operating at the intersection of contextual AI and digital advertising. The organization runs production-grade machine learning models that classify web content and detect unsafe material across the open web, powering brand-safe contextual targeting for advertisers, publishers, and ad networks.

Its AI capability spans three production model families:

• NLP threat classifier for unsafe textual content
• NLP IAB classifier that maps page content to standard IAB taxonomy categories
• A computer vision threat classifier that detects unsafe imagery from Open Graph images.

These models are central to the company’s commercial offering and require continuous retraining to keep pace with evolving content patterns across the internet.

Its underlying ML infrastructure ran primarily on AWS, with EC2-based compute powering model training and experiment tracking distributed across multiple disconnected tools.

Whitepaper · Healthcare

The new role of IT leadership: rom order takers to strategic partners

Navigate the complexity of building FDA-qualified AI models for regulated healthcare environments.

 Partnership · AWS

AWS healthcare & life sciences competency partner

Zimetrics holds both AWS competencies, recognizing deep expertise in compliant, production-grade solutions for regulated health industries.

Service Portfolio

Expertise that Delivers Impact

Artificial Intelligence

Deep learning, decision sciences, cognitive automation, and MLOps. From strategy to production.

Embedded systems, lean agile, left-shift test, low-code digital, and CX & design. Engineering depth across hardware and software

Enterprise platforms, ERP, CRM, integration, cloud migration, and the systems that run your business. SAP, Salesforce, MuleSoft.

Data strategy, platform engineering, analytics and BI, security, and data operations. One team, full lifecycle.

Marketing analytics, customer data platforms, and campaign data infrastructure for brands and agencies.

Client Testimonials

Trusted by Industry Leaders

Jason Clark

VP/GM
Agile through every challenge, proactive in communication, and delivered a product that positions us well for future growth. Zimetrics is a partner I’d recommend without hesitation.

Jason Clark

VP/GM

Vaibhav Puranik

Sr. Vice President of Global Engineering
Zimetrics consistently delivers outstanding customer service, combining responsiveness with a genuine commitment to client success. Their team is passionate about working with cutting-edge technologies and goes out of their way to support our software and teams. Within a relatively short period of working with them, we have been able to transition one of our functions completely to them.

Vaibhav Puranik

Sr. Vice President of Global Engineering

Manish Vaishya

Chief Technology Officer
At Avation Medical, we truly value our partnership with Zimetrics. Their team brings a wealth of knowledge in all aspects of healthcare software including firmware, mobile apps, cloud data, DevOps and eCommerce, which greatly helped us with seamless integration. The team runs projects efficiently, independently and diligently, with clear understanding of business and patient needs. It has been my pleasure to work with Zimetrics, as they continue to be a big part of our success story.

Manish Vaishya

Chief Technology Officer

Ken Weiner

Chief Technology Officer
Zimetrics has proven to be an excellent offshoring partner, providing us with skilled engineers from India. Their team’s contributions have significantly enhanced our projects, and their professionalism and expertise have made collaboration seamless. We value our partnership with Zimetrics for the quality and reliability they bring to our extended team.

Ken Weiner

Chief Technology Officer

Brent Goldstein

Vice President, R&D – Software & Additive Products
I have worked with Zimetrics to develop several very complex, customer-facing solutions, and in the process I’ve learned what makes Zimetrics valuable and rather unique as a software service provider. Zimetrics strives to create very engaged engineering teams that really understand what my business needs including my customers. And they have all the software service categories to handle most any problem I’ve asked them to solve, including application development, real-time cloud telemetry, manufacturing systems and embedded diagnostics. With Zimetrics I have a partner who I can rely on to deliver, and who invests in my company’s successes for the long-term.

Brent Goldstein

Vice President, R&D – Software & Additive Products

Vice President, Engineering & RnD Division

Zimetrics played an instrumental role in a high-tech solution for us, involving diverse Big Data technologies with high-performance engineering and web-scale considerations. Besides everything else, what stood out was their breadth of expertise, their deep skill level, and a comprehensive consultative approach with a keen customer success focus.

Vice President, Engineering & RnD Division

Manish Panjiar

Founder & CEO
Zimetrics partnered with us to build an analytics platform for our stealth mode startup, which aims to disrupt the call center industry. The experience of working with Zimetrics has been pure joy and the planning, timeliness, quality, thoughtfulness, cost and impeccable execution has put us on a very strong footing. I must also confess that it has been a personally very humbling experience for me, as before meeting the Zimetrics team, I used to consider myself to be an expert in Business Intelligence – Just Sign up!

Manish Panjiar

Founder & CEO

Engineering Philosophy

How we engineer every outcome

Digital Talent by Design

We combine human expertise with AI-powered digital talent to amplify every engineer, analyst, and consultant on the team. Human intelligence, raised to the power of AI.

Digital Talent by Design

We combine human expertise with AI-powered digital talent to amplify every engineer, analyst, and consultant on the team. Human intelligence, raised to the power of AI.

Privacy & Security By Design

Security is engineered in from day one, not bolted on after launch. Compliance built into the foundation.

Design for Completeness

No half-built systems. Every engagement delivers a complete, production-ready outcome.

Build for Scale

Architecture that handles 10x growth without re-engineering. Scale is a design decision, not an
afterthought.

Build to Operate

We build systems we can run. Operability is a first-class requirement, not a handoff problem.

Automate Heavily

If a human is doing it twice, it should be automated. CI/CD, testing, monitoring, deployment.

Technology Partners

Alliances That Accelerate Innovation

Technology Partners

Alliances That Accelerate Innovation

From AI strategy to production-ready launches, our extensive engineering experience and deep domain]expertise turn bold visions into real, tangible impact. In weeks, not months.

Inside Zimetrics

Zoom into Zimetrics

Our Company

Founded in 2015, Zimetrics is a technology services and engineering firm partnering with enterprises on the decisions that matter most.

About Zimetrics

Our Leadership

A team of engineers, data scientists, and strategists who have engineered and scaled technology for the world’s most demanding industries.

Meet the team

Our Zeemers

We call our people Zeemers. Intellect, ingenuity, and integrity are not just words on a wall. They are how we hire, build, and grow.

Life at Zimetrics

Contact

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Tell us your industry and what you would like to discuss. Our team responds within one business day.