Choosing the Right Generative AI Solution for Chemicals, Materials, and Advanced Manufacturing

By
Jacqueline Wasem
How to choose the right GenAI solution for chemicals, materials, and advanced manufacturing sales

How Generative AI is Revolutionizing Chemicals, Materials, and Advanced Manufacturing

Generative AI is changing the way teams across chemicals, materials, and advanced manufacturing industries operate, collaborate, and drive revenue. Companies that adopt AI now are gaining a competitive edge — accelerating sales cycles, enhancing customer engagement, and unlocking revenue growth.

The GenAI landscape is evolving at an unprecedented pace, with new and established companies introducing innovative solutions daily. At Nesh, we understand that navigating these choices can be overwhelming, and selecting the right AI solution for your company is a critical decision.

Our comprehensive Nesh Buyer’s Guide breaks down what decision-makers need to know to choose the best AI platform for their business.

Download the full 58-page guide now or keep reading for quick insights.

Choosing the Right Sales AI

Why Revenue Growth is the Core Focus of This Buyer’s Guide

Evaluating a Generative AI solution isn’t just about adopting the latest technology — it’s about unlocking real business value. Many GenAI solutions offer opportunities focused on automation and productivity for the general knowledge workforce.

At Nesh, we specialize in vertical AI designed for chemicals, materials, and advanced manufacturing. Verticals in these industries face fierce competition with customer needs that are constantly evolving in response to regulations, supply chain constraints, and consumer demands. That's why we've built Nesh Sales AI to help these industries solve challenges hindering revenue growth.

Sales, marketing, and business development teams face complex challenges such as long procurement cycles, cross-vertical product positioning, and knowledge gaps due to retiring experts. With these complexities in mind, decision makers must consider solutions that do more than automate processes or offer incremental productivity boons.

The right GenAI solution should empower commercial teams to shorten sales cycles, create deeper customer relationships, and uncover new revenue streams. AI-powered solutions must support the entire customer lifecycle — from awareness to retention. Our Buyer's Guide was written with this in mind and focuses on GenAI that drives revenue growth for these specific industries.

What to Consider When Choosing a Generative AI Vendor

Selecting a Generative AI vendor is a crucial decision that impacts your organization's efficiency, sales performance, and competitive advantage.

With numerous solutions available, it's essential to assess vendors based on industry expertise, integration capabilities, and their ability to handle complex data structures.

1. Industry-Specific AI Expertise Matters

Many AI solutions are designed for general use, but chemicals, materials, and advanced manufacturing require specialized AI trained on industry-specific data. A robust GenAI platform should:

  • Understand technical sales workflows
  • Support complex product data management
  • Provide accurate regulatory and compliance insights

Nesh Sales AI is purpose-built for these industries, enabling commercial teams to enhance product positioning, competitor benchmarking, and lead generation.

2. Support for Complex Product Data

For businesses with extensive product portfolios, managing technical data sheets, safety documents, and compliance reports can be challenging. Generative AI can streamline these processes, but only if it’s designed to interpret and leverage industry-specific data.

Our Buyer’s Guide highlights how the right AI solutions should:

  • Organize and retrieve technical and product information instantly
  • Enable product comparison and recommendation workflows
  • Seamlessly integrate with existing industry and enterprise systems (e.g., Salesforce, SharePoint, PLM systems)

3. Sales and Marketing Teams Need More Than Just Search

Traditional enterprise search tools only retrieve data, but a true Generative AI-powered sales enablement platform delivers actionable insights, helping:

  • Sales reps close deals faster with instant access to expert knowledge
  • Marketing teams position products effectively in competitive markets
  • Business development leaders identify high-value prospects

With domain-focused AI solutions like Nesh, commercial teams can make informed decisions, leading to higher conversion rates and improved customer engagement.

Comparing Your Generative AI Options

Many decision-makers face the challenge of choosing between building their own solution, using Microsoft CoPilot, or adopting a specialized GenAI platform like Nesh. Our guide includes a detailed comparison of these options, evaluating:

  • Time to Value: How long before you see ROI?
  • Customization Needs: Can it adapt to your workflows?
  • Security & Compliance: Does it meet industry standards?
  • Integration Capabilities: Will it connect with your existing tech stack?

Spoiler alert: Nesh Sales AI outperforms general AI solutions by delivering faster ROI, better industry-specific features, and enterprise-grade security

Best Practices for Implementing Generative AI in Your Organization

Implementing Generative AI successfully requires a strategic approach that balances innovation with practical execution. Companies that rush into AI adoption without a structured plan often face challenges in integration, user adoption, and ROI realization.

The key is to align AI capabilities with business goals, ensuring that teams leverage AI to enhance sales activities, not complicate existing workflows.

Below, we outline a few of the critical steps to maximize the impact of Generative AI in your organization.

1. Start with a High-Impact Use Case

A successful GenAI rollout starts with a well-defined use case that aligns with your business goals and drives measurable impact.

By identifying specific pain points and bottlenecks, companies can leverage AI to optimize workflows, enhance decision-making, and improve customer engagement. Prioritizing high-impact use cases ensures early wins, which can build momentum for broader AI adoption.

Focus on areas that deliver immediate value, such as:

  • Quickly retrieve knowledge to respond to technical sales inquiries
  • Streamline regulatory compliance research
  • Improve sales onboarding and training to quickly ramp sales reps

2. Engage Key Stakeholders Early

Securing buy-in from IT, sales, marketing, and leadership is crucial for seamless AI adoption. Early involvement fosters alignment, reduces resistance, and ensures the solution integrates effectively with existing workflows.

Organizations should prioritize clear communication of AI's benefits, set expectations, and provide training to encourage adoption. The guide includes a checklist to help align teams and set realistic implementation timelines.

3. Measure Performance and Scale

Define clear KPIs to track GenAI success, ensuring that AI investments contribute measurable business value. Key performance indicators should align with broader strategic objectives and provide tangible insights into the effectiveness of AI deployment.

Metrics should include operational efficiency, revenue growth, and user adoption to continuously refine and optimize AI implementation.

Track GenAI success through:

  • Faster deal cycles
  • Higher sales win rates
  • Improved customer response times
  • Faster sales rep onboarding

Once proven, expand AI adoption across multiple teams and workflows.

Download the Nesh Buyer’s Guide and Make an Informed AI Investment

AI is no longer a futuristic concept — it’s a business necessity. For chemicals, materials, and advanced manufacturing leaders, the right Generative AI solution can drive revenue growth, improve operational efficiency, and empower sales teams.

Choosing the right Generative AI solution is a strategic decision that can accelerate revenue, enhance customer engagement, and future-proof your business.

Don’t navigate this alone—our Nesh Buyer’s Guide provides expert insights to help you evaluate vendors, avoid common pitfalls, and maximize AI-driven success.

Make the right choice. Download the Buyer’s Guide today and take the first step toward AI-powered success.

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