2025 is the year Enterprise AI delivers on its promise of tangible outcomes. 

We are leading the charge. Evam Labs is an AI Innovation Lab on a mission to operationalize AI for 10,000 of the most important institutions of the 21st century. 

We believe the true value of AI for institutions doesn’t stem from its complexity, but from its power to address real-world challenges from the outside in — by identifying practical problems and integrating AI into the core of everyday operations. This approach sharpens competitive advantage, elevates decision-making, and drives tangible results across finance, operations, sales, marketing, and more.

Our vision extends beyond enterprise optimization – we are harnessing AI to catalyze global economies and shape the future of public policies.

 

Enterprise Reality Today 

Enterprises today find themselves at pivotal crossroads:

1. They are overwhelmed with abundance of data and yet face a significant deficit in actionable insights that power mission-critical decision-making.
2. They recognize the immense potential of AI but face significant challenges in translating that potential into real solutions, leading to underutilized opportunities. 

 

Reaching Tomorrow, Today with Evam Labs

In just a few months since our inception, we’ve started to take on the toughest challenges faced by our customers, seamlessly integrating AI into their existing operations and workflows to drive tangible impact and ROI- at lightning speed. The momentum is real, and the outcomes are already redefining what’s possible. 

1. Collaborating with a CPG firm distributing through 20,000 retailers, we addressed critical supply chain inefficiencies. By integrating the enterprise’s proprietary data with real-world signals such as demographics, people’s mobility and seasonal trends amongst others, we achieved a 20% increase in demand forecasting accuracy and unlocked approximately $3 million in inventory savings.

2. Partnering with a Fortune 500 Retailer, we implemented our Agentic AI framework to transform how first-party sales data and lease documents are interpreted and leveraged. This initiative led to an 8x productivity improvement and $12 million in savings from reduced man-hours.

3. In collaboration with the Ministry of Transportation—responsible for managing the flow of over 100 million vehicles monthly—we reimagined the future of traffic monitoring. By deploying our Agentic AI framework on real-time traffic feeds, we expanded monitoring coverage by 40x during peak hours, transforming a once-cumbersome process into a scalable, intelligent system built for the speed of modern mobility.

4. We developed an AI solution for a Fortune 500 CPG brand to vet 10,000+ influencers across 15+ markets for brand safety —a virtually impossible task manually. By analyzing data from social media, news, forums, and legal sources, our AI solution safeguarded brand integrity, unlocked thousands of hours in efficiency, and enabled partnerships that are not just strategic, but reputation-resilient.

5. A global real estate developer leveraged our Real World Model to reimagine rental pricing through the lens of AI. By decoding the hidden signals in neighborhood dynamics, the platform surfaced underpriced assets across markets—enabling precision repricing that led to a 15% lift in rental income. 

 

Evam Labs Architecture

How do we embed AI into the DNA of enterprise operations? 

We go back to the foundation – data. 

Data is a treasure trove – brimming with untapped opportunities and insights waiting to be uncovered. It spans structured, unstructured, and multimodal formats flowing from diverse sources including enterprise first-party data and real-world signals like demographics, social media sentiment, weather, people mobility, news and events, and beyond. 

Evam Labs doesn’t just process data – we make it an asset. Our proprietary AI Architecture cuts through the noise to deliver boardroom-ready insights at lightning speed, shrinking decision cycles from weeks and days to seconds. This is the future of adaptive institutions that can navigate complexity and uncertainty with confidence. 

What was once intuition will now be intelligence with AI. 

1. Data collection -> Insight generation
2. Reactive analysis -> Predictive intelligence
3. Siloed decision-making -> Interconnected intelligence networks
4. Decisions powered by first-part data -> Decisions powered by a combination of real world + first-party data 
5. Feature engineered systems -> Accurate & agile AI systems

 

Our proprietary framework transforms enterprise decision-making through a four-tiered AI architecture:

1. Data

Data forms the foundation of institutional intelligence – the essential raw material that fuels every insight. It spans structured databases, unstructured content, and multimodal streams, flowing from internal systems, external partners, and real-time feeds that organizations collect but often struggle to fully leverage.

2. Knowledge Representations

Knowledge Representations elevate raw data into intelligent data structures – mapping latent relationships, contextual patterns, and multidimensional connections that transcend isolated data points. These advanced semantic frameworks become the cognitive architecture that empowers AI systems to understand, reason, and make decisions with human-like sophistication in your specialized domain, at scale.

3. Agents & Experts

Agents & Experts are your AI-powered specialists – purpose-built to enhance organizational decision-making at every level. Autonomous Agents operate in real-time, making intelligent judgment calls independently, while Experts apply deep vertical knowledge across specific domains and/or tasks to spot opportunities, generate recommendations, and automate mission-critical decisions.

4. Finetuned LLMs

Finetuned LLMs enable seamless interaction between human teams and the AI system through natural language interfaces while continuously enriching your knowledge base with relevant external intelligence.

 

Our AI Native Team Embraces a Compounding Philosophy to Build Diverse Enterprise AI Solutions

We understand that true AI transformation requires more than point solutions—it demands seamlessly connected data ecosystems that span every critical function: finance, operations, sales, marketing, and beyond.

Our approach? Our AI-native teams lead by example— we do hard things fast! We leverage AI and innovate with agility – partnering with enterprises to co-create adaptive AI solutions that solve immediate challenges while building momentum for what’s next in creating an innovation flywheel. 

UltraFast Delivery: By embedding AI into everything we do, we deliver results at lightning speed. For instance, the time it took us to build a prototype for a government project was 72 hours; the time it took to secure the deal was 22 days.

Unmatched Efficiency: In one project, a team of three leveraged AI to build three solutions for a large enterprise in less than 100 days, showcasing the agility and power of our approach.

The result? A unified intelligence layer that accelerates innovation across operations, unlocking unprecedented capabilities at breakthrough speed.

 

Our Flagship Solutions

Propheus –  Building the most comprehensive knowledge representation of every place on Earth!

Poiro – Building AI Agents to help bring Brands closer to their customers. 

 

Our AI Innovations in Action 

1. Utilize our Digital Atlas to incorporate real-world data into complex enterprise decision-making processes.

 

2. Query our Agentic AI Framework Alchemy to power quick and powerful decision-making for enterprise teams.

 

Breakthrough in retail decision-making: Alchemy sets new benchmark

Propheus’ Agentic AI Framework, Alchemy, has achieved unprecedented results in retail analytics, demonstrating a remarkable 42% improvement in accuracy compared to current State-of-the-art (SOTA) architectures. 

This breakthrough was established through rigorous testing against synthetic retail sales data coupled with over 100 analytical questions spanning sales trends, product performance, geographic analysis, transactional insights, temporal trends, and anomaly detection—the core research areas for retail sales and marketing teams. 

This first-of-its-kind benchmarking study on retail data validates Alchemy’s transformative potential for retail decision-making!



Detailed results coming soon! 

 

3. Conduct a  Brand Safety Assessment with automated audit and adherence to brand safety guidelines.

 

About Evam Labs

Evam Labs is an AI Innovation Lab on a mission to operationalize AI for 10,000 of the most important institutions of this century. Led by seasoned founders and academics, its team is diving into the deep end of AI research – transforming breakthroughs into high-impact, results-driven solutions.

Its flagship solutions – Propheus and Poiro are reimagining enterprise journeys with AI. Propheus is building the most comprehensive knowledge representation of every place on the Earth and powering diverse use cases across industries such as Retail, CPG, Real Estate and Government. Poiro is empowering marketers with AI Agents that help bring brands closer to their customers.

Evam Labs is headquartered in Singapore with offices in Bangalore and San Jose. Visit us at X or LinkedIn, or write to us at champions@evamlabs.ai.