Relevance Lab

Relevance Lab Relevance Lab is a next-gen technology services partner, born in the cloud and re-imagined for GenAI.

We guide enterprises through strategic AI adoption, leveraging deep cloud expertise to build frictionless, intelligent businesses driving real outcomes. CIGNEX is a global consulting company offering solutions, services, and platforms on Open Source, Cloud, and Automation technologies. Since 2000, CIGNEX has been delivering enterprise-class solutions, which are built using leading platforms & can

easily be integrated with existing systems to achieve unparalleled results. By leveraging multiple delivery models, we help organizations around the world to increase revenue, achieve business goals, gain competitive advantage and maximize customer satisfaction while significantly reducing the cost of doing business. With our client-focused consultative approach, we have delivered over 900 enterprise solutions globally to clients across various industries to meet their business and technical requirements. We offer various project engagement models โ€“ Onsite/Onshore, Offshore, Hybrid (Onsite + Offshore), and EDC (Extended Development Center). EDC offers an enhanced level of engagement facilitating a strategic partnership with the clients by setting up a center that leverages our processes, infrastructure, and operational capabilities. CIGNEXโ€™s process infrastructure covers the quality management system (assessed and appraised at CMMi ยฎ Ver 1.3 Level 3), ISO 20000:2011 certified based on ITIL framework and information security management system (ISO 27001:2013 certified). PARTNERSHIPS
We partner with leading technologies & platforms and leverage them to address business challenges for enterprises across industries. Open Source: Liferay | Alfresco | MongoDB | Elastic Search | Red Hat | Confluent (Kafka) | Acquia
Cloud: AWS | GCP | Salesforce | ServiceNow
Automation: UiPath | Automation Anywhere | Celonis | Appian (Low Code)

Weโ€™re in Boston.Today, Relevance Lab is co-sponsoring ๐—œ๐—ป๐—ป๐—ผ๐˜ƒ๐—ถ๐˜€๐—ถ๐—ผ๐—ป โ€™๐Ÿฎ๐Ÿฒ with Findability Sciences and IBM Research at the I...
04/30/2026

Weโ€™re in Boston.
Today, Relevance Lab is co-sponsoring ๐—œ๐—ป๐—ป๐—ผ๐˜ƒ๐—ถ๐˜€๐—ถ๐—ผ๐—ป โ€™๐Ÿฎ๐Ÿฒ with Findability Sciences and IBM Research at the IBM Watson Research Center.

A room full of enterprise leaders having honest conversations about what it actually takes to run AI at scale:
โ€“ Moving beyond pilots to measurable outcomes
โ€“ Learning from leaders whoโ€™ve operationalized AI
โ€“ Taking back frameworks you can apply immediately

Closing the evening with the Global AI Awards and a private Charles River cruise โ€” framed by Harvard University and Massachusetts Institute of Technology.

Follow along for updates.

We're co-sponsoring ๐—œ๐—ป๐—ป๐—ผ๐˜ƒ๐—ถ๐˜€๐—ถ๐—ผ๐—ป '๐Ÿฎ๐Ÿฒ in ๐—•๐—ผ๐˜€๐˜๐—ผ๐—ป on ๐—”๐—ฝ๐—ฟ๐—ถ๐—น ๐Ÿฏ๐Ÿฌ.It's an invite-only ๐—˜๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ถ๐˜€๐—ฒ ๐—”๐—œ ๐—ฆ๐˜‚๐—บ๐—บ๐—ถ๐˜ hosted by Findability ...
04/15/2026

We're co-sponsoring ๐—œ๐—ป๐—ป๐—ผ๐˜ƒ๐—ถ๐˜€๐—ถ๐—ผ๐—ป '๐Ÿฎ๐Ÿฒ in ๐—•๐—ผ๐˜€๐˜๐—ผ๐—ป on ๐—”๐—ฝ๐—ฟ๐—ถ๐—น ๐Ÿฏ๐Ÿฌ.
It's an invite-only ๐—˜๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ถ๐˜€๐—ฒ ๐—”๐—œ ๐—ฆ๐˜‚๐—บ๐—บ๐—ถ๐˜ hosted by Findability Sciences at IBM Watson Research Center.

Here's what's on the agenda:
โ€ข Talks from leaders who are actually running AI at scale
โ€ข Real business cases, not theory
โ€ข Workshops you can use the week after
โ€ข An exclusive field visit to the MIT Museum Exhibition: "AI: Mind the Gap"
โ€ข A special track on AI in agriculture
โ€ข The Global AI Awards
โ€ข An evening on the Charles River

If you're working on AI in your organisation and want to be in the room, link in comments.

GenAI in Pharma and Life Sciences has moved beyond experimentation.The real question now: ๐˜„๐—ต๐—ผ ๐—ฐ๐—ฎ๐—ป ๐˜€๐—ฐ๐—ฎ๐—น๐—ฒ ๐—ถ๐˜โ€”๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ฒ๐—น๐˜† ๐—ฎ๐—ป๐—ฑ ...
03/27/2026

GenAI in Pharma and Life Sciences has moved beyond experimentation.
The real question now: ๐˜„๐—ต๐—ผ ๐—ฐ๐—ฎ๐—ป ๐˜€๐—ฐ๐—ฎ๐—น๐—ฒ ๐—ถ๐˜โ€”๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ฒ๐—น๐˜† ๐—ฎ๐—ป๐—ฑ ๐—ฒ๐—ณ๐—ณ๐—ฒ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ๐—น๐˜†?

Across the industry, the mandate is shifting.
GenAI is no longer a tactical add-onโ€”itโ€™s becoming the engine behind R&D acceleration, clinical outcomes, and operational excellence.

The shift is clear:
๐Ÿ”น From isolated pilots โ†’ Unified platforms
๐Ÿ”น From discrete use cases โ†’ Enterprise-wide impact

But this is where most organizations stall.
Escaping the โ€œpilot trapโ€ requires more than models. It demands governance, data readiness, and AI-native architecture.

At Relevance Lab, we help pharma leaders move from AI-curious to AI-nativeโ€”scaling securely, compliantly, and with real enterprise impact.

Explore the trends shaping what comes next: https://www.relevancelab.com/post/ai-for-healthcare-genai-agents-pharma

A day rooted in giving, connection, and joy!As part of our CSR initiative, our team recently visited the Blind Peopleโ€™s ...
03/24/2026

A day rooted in giving, connection, and joy!

As part of our CSR initiative, our team recently visited the Blind Peopleโ€™s Association in Ahmedabad, an organization doing incredible work to empower persons with disabilities through education, skill development, rehabilitation, and healthcare support.

Spending time with the children reminded us that impact goes beyond intent. It lives in shared moments. From distributing essential items to playing games and simply being present, every interaction reflected the true spirit of togetherness.

The work being done here in inclusive education, assistive technology training, and community-based rehabilitation continues to enable individuals to lead independent and confident lives.

Weโ€™re grateful for the experience and inspired to keep contributing in ways that are meaningful, human, and lasting.

๐—–๐—น๐—ผ๐˜‚๐—ฑ ๐˜‚๐—ป๐—น๐—ผ๐—ฐ๐—ธ๐—ฒ๐—ฑ ๐˜€๐—ฐ๐—ฎ๐—น๐—ฒ ๐—ณ๐—ผ๐—ฟ ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต.๐—–๐—ผ๐˜€๐˜ ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—ฑ๐—ถ๐—ฑ๐—ปโ€™๐˜ ๐—ธ๐—ฒ๐—ฒ๐—ฝ ๐˜‚๐—ฝ. ๐Ÿ“‰For many research institutions, AWS enabled modern sc...
03/24/2026

๐—–๐—น๐—ผ๐˜‚๐—ฑ ๐˜‚๐—ป๐—น๐—ผ๐—ฐ๐—ธ๐—ฒ๐—ฑ ๐˜€๐—ฐ๐—ฎ๐—น๐—ฒ ๐—ณ๐—ผ๐—ฟ ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต.
๐—–๐—ผ๐˜€๐˜ ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—ฑ๐—ถ๐—ฑ๐—ปโ€™๐˜ ๐—ธ๐—ฒ๐—ฒ๐—ฝ ๐˜‚๐—ฝ. ๐Ÿ“‰

For many research institutions, AWS enabled modern scientific computing at scale. But one massive challenge remains: ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—ฎ๐—ฐ๐—ฐ๐—ผ๐˜‚๐—ป๐˜๐—ถ๐—ป๐—ด ๐—ณ๐—ผ๐—ฟ ๐—ฐ๐—น๐—ผ๐˜‚๐—ฑ ๐—ฐ๐—ผ๐˜€๐˜๐˜€.

Research IT, P*s, and finance teams are still asking:
๐Ÿ”น Which project is consuming the budget?
๐Ÿ”น Are costs mapped to the right Cost Centre?
๐Ÿ”น Which Slurm jobs drove this monthโ€™s GPU spend?

The problem isnโ€™t effort โ€” itโ€™s fit.
Most FinOps tools are built for enterprise IT, not for ๐—ด๐—ฟ๐—ฎ๐—ป๐˜-๐—ณ๐˜‚๐—ป๐—ฑ๐—ฒ๐—ฑ, ๐—บ๐˜‚๐—น๐˜๐—ถ-๐—ฝ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜ ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ฒ๐—ป๐˜ƒ๐—ถ๐—ฟ๐—ผ๐—ป๐—บ๐—ฒ๐—ป๐˜๐˜€.
The result? Manual spreadsheets. Tagging gaps. Billing surprises.

We partnered with AWS and research institutions to build a better approach.
Announcing ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—™๐—ถ๐—ป๐—ข๐—ฝ๐˜€ โ€” a purpose-built solution designed for research environments.

It brings everything together:
โœ… Project-based visibility (Cost Centre โ†’ Project โ†’ User)
โœ… HPC & Slurm cost attribution
โœ… Phantom asset detection (identify hidden costs)
โœ… Automated, finance-ready chargebacks

๐Ÿ‘‰ Read more about this approach to research cloud cost managementโ†’ https://www.relevancelab.com/post/introducing-research-finops

Wishing everyone celebrating a joyful and peaceful Eid Al Fitr.
03/20/2026

Wishing everyone celebrating a joyful and peaceful Eid Al Fitr.

Wishing you a joyful Ugadi and Gudi Padwa filled with new hopes, fresh beginnings, and endless positivity.
03/19/2026

Wishing you a joyful Ugadi and Gudi Padwa filled with new hopes, fresh beginnings, and endless positivity.

๐—œ๐˜€ ๐˜†๐—ผ๐˜‚๐—ฟ ๐—ฆ๐—ฎ๐—ฎ๐—ฆ ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜ ๐˜€๐˜๐˜‚๐—ฐ๐—ธ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—ฝ๐—ฎ๐˜€๐˜, ๐—ผ๐—ฟ ๐—ถ๐˜€ ๐—ถ๐˜ ๐—ฒ๐˜ƒ๐—ผ๐—น๐˜ƒ๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜๐—ต ๐—š๐—ฒ๐—ป๐—”๐—œ? ๐Ÿค–The ISV landscape is undergoing a fundamental shi...
03/17/2026

๐—œ๐˜€ ๐˜†๐—ผ๐˜‚๐—ฟ ๐—ฆ๐—ฎ๐—ฎ๐—ฆ ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜ ๐˜€๐˜๐˜‚๐—ฐ๐—ธ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—ฝ๐—ฎ๐˜€๐˜, ๐—ผ๐—ฟ ๐—ถ๐˜€ ๐—ถ๐˜ ๐—ฒ๐˜ƒ๐—ผ๐—น๐˜ƒ๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜๐—ต ๐—š๐—ฒ๐—ป๐—”๐—œ? ๐Ÿค–
The ISV landscape is undergoing a fundamental shift. Itโ€™s no longer enough to simply capture and store data โ€” your platform must help users turn that data into action. ๐Ÿš€

Most SaaS platforms today still operate as ๐—ฆ๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€ ๐—ผ๐—ณ ๐—ฅ๐—ฒ๐—ฐ๐—ผ๐—ฟ๐—ฑ:
storing transactions, presenting dashboards, and generating alerts.

But the next wave of products will be ๐—ฆ๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€ ๐—ผ๐—ณ ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ.
By leveraging GenAI, we are moving the needle from simply asking "What happened?" to proactively answering "What should we do next?"

At ๐—ฅ๐—ฒ๐—น๐—ฒ๐˜ƒ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—Ÿ๐—ฎ๐—ฏ, weโ€™ve documented our own product engineering journey to help ISVs navigate this transition and build smarter, more autonomous solutions.

Explore our framework for the GenAI shift here: https://www.relevancelab.com/post/genai-for-isvs-lessons-from-our-own-product-engineering-journey

Standard cloud architectures arenโ€™t built for the demands of regulated research and engineering.Workloads like scientifi...
03/12/2026

Standard cloud architectures arenโ€™t built for the demands of regulated research and engineering.

Workloads like scientific simulations, high-performance computing (HPC), and regulated analytics require cloud environments that are ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ฒ, ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—ฎ๐—ป๐˜, ๐—ฎ๐—ป๐—ฑ ๐—ฑ๐—ฒ๐˜€๐—ถ๐—ด๐—ป๐—ฒ๐—ฑ ๐—ณ๐—ผ๐—ฟ ๐˜€๐—ฐ๐—ฎ๐—น๐—ฒ.

As we expand our AWS partnership in 2026, Relevance Lab is evolving from a services integrator to a ๐˜๐—ฒ๐—ฐ๐—ต๐—ป๐—ผ๐—น๐—ผ๐—ด๐˜† ๐—ฝ๐—ฎ๐—ฟ๐˜๐—ป๐—ฒ๐—ฟ ๐—ฑ๐—ฒ๐—น๐—ถ๐˜ƒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—ฝ๐—น๐—ฎ๐˜๐—ณ๐—ผ๐—ฟ๐—บ-๐—ฑ๐—ฟ๐—ถ๐˜ƒ๐—ฒ๐—ป ๐—ฐ๐—น๐—ผ๐˜‚๐—ฑ ๐˜€๐—ผ๐—น๐˜‚๐˜๐—ถ๐—ผ๐—ป๐˜€ for regulated industries such as Pharma and Aerospace.

Our cloud platform strategy brings together five core capability layers:
โ€ข Infrastructure
โ€ข Governance & Security
โ€ข Data Management
โ€ข Orchestration & Automation
โ€ข Managed Services

Together, they enable scalable research and engineering environments on AWS โ€” supporting initiatives such as modern HPC platforms, GxP-compliant research environments, and trusted research enclaves.

๐—ฆ๐—ฒ๐—ฒ ๐—ต๐—ผ๐˜„ ๐˜๐—ต๐—ถ๐˜€ ๐—ฎ๐—ฝ๐—ฝ๐—ฟ๐—ผ๐—ฎ๐—ฐ๐—ต ๐—ถ๐˜€ ๐˜€๐—ต๐—ฎ๐—ฝ๐—ถ๐—ป๐—ด ๐—ผ๐˜‚๐—ฟ ๐—”๐—ช๐—ฆ ๐—ฝ๐—ฎ๐—ฟ๐˜๐—ป๐—ฒ๐—ฟ๐˜€๐—ต๐—ถ๐—ฝ ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ:
https://na2.hubs.ly/H04fwlV0

This International Womenโ€™s Day, we reflect on the power of   โ€” the idea that when we support each other, progress moves ...
03/08/2026

This International Womenโ€™s Day, we reflect on the power of โ€” the idea that when we support each other, progress moves forward for everyone.

Progress often starts with a simple action:
- a mentor sharing knowledge,
- a leader opening opportunities,
- or a team making space for new voices.

At Relevance Lab, we believe that when organizations empower women to contribute, lead, and innovate, they build stronger teams, spark better ideas, and shape a more inclusive future.

Letโ€™s continue building workplaces where every voice is valued ,and every talent has the opportunity to thrive.

Happy International Womenโ€™s Day to the incredible women who lead us, inspire us, and grow alongside us. ๐ŸŒท

03/04/2026

Hereโ€™s to colors, smiles, and happy moments with loved ones.
Wishing everyone a very Happy Holi!

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