What are Generative AI Services and why are they important for enterprises?

Generative AI services are cloud-based, AI-driven applications that produce various content types including text, images, code, and simulations by studying extensive existing datasets. The system creates content but its primary function extends to serving customers and conducting advanced data research as well. Enterprises depend on generative AI services because these services handle essential business functions like: Enhance productivity by automating repetitive tasks, Analyze large datasets for higher operational efficiency, Accelerate innovation, from the design of new products to the creation of marketing content, Improve customer experiences with personalized interactions.

Which enterprise use cases are most effective to start with Generative AI?

As an enterprise AI leader, you can always start with low-risk, high-impact use cases that represent the gold standard for securing proof-of-concept success in generative AI. Essential early-stage examples include: Document summarization, Knowledge search and retrieval, Scenario simulation and forecasting.

How do Generative AI services integrate with existing enterprise systems?

Generative AI integration services work to embed AI models through APIs, low-code platforms, and hybrid cloud systems into current business operations. A structured generative AI consulting approach ensures compatibility with modular, hybrid, and on-premise architectures while maintaining performance and visibility. The entire process uses an iterative framework that begins with a pilot program and ends with business alignment.

How can enterprises ensure security, compliance, and responsible AI practices?

As an enterprise AI leader, you start with a comprehensive governance structure that implements security-by-design and privacy-by-default protection measures throughout all stages of your generative AI development services. This means the inclusion of: Data privacy controls, Bias mitigation measures, Secure model deployment, Continuous monitoring, Explainability mechanisms. By partnering with a trusted and proficient generative AI services company, you ensure ethical use and regulatory alignment with the use of genAI.

Why partner with a Generative AI Consulting Company like Tredence?

The partnership between your organization and a generative AI consulting firm like Tredence provides your organization with access to our technical skills and strategic expertise, and our industry-oriented GenAI services. Our company develops efficient generative AI solutions through our method, which integrates model engineering with strategic planning and operational deployment. With our assistance, you can move from experimentation to enterprise-wide transformation quickly and confidently.

Generative AI Services for Enterprises | GenAI Consulting & Solutions

E2E generative AI services to deploy, manage, and scale agentic models

Leverage Tredence’s GenAI advisory to craft a strategy, business case, and tech roadmap—infused with agentic AI thinking. Reimagine value chain processes with domain-specific corporate and GenAI solutions that act, adapt, and scale. Accelerate outcomes with our GenAI platform, prebuilt assets, and built-in guardrails for fairness, transparency, and accountability. Scale confidently through our Center of Excellence and deploy top-tier GenAI/ML, data science, and engineering talent.

GenAI advisory services

Evaluate your GenAI maturity and readiness to deploy and scale capabilities across your business functions. Work with Tredence to develop a technical architecture with security and guardrails, evaluate and prioritize use cases, and develop a roadmap to create the AI platform and culture you need to succeed. Prototype Tredence’s prebuilt AI solutions to accelerate time to business impact by 50%, while harnessing our risk and governance framework to enforce responsible AI, compliance, security, and cost controls.

GenAI accelerators and tools

Operationalize new capabilities at pace using Tredence’s 150+ data science, GenAI, and prescriptive AI solutions. Develop, test, and productionize minimum viable products, implement models, and orchestrate use cases leveraging our GenAI platform and development services. Monitor and evaluate model output to ensure quality and accuracy using our frameworks while ensuring the security and governance of data and model output.

GenAI center of excellence

Tredence’s GenAI center of excellence develops and expands the accelerators and other solutions we offer. In addition, our GenAI and ML analytics advisory and implementation consultants will work with your data science and ML teams to build, manage, and scale models. Leverage our talent augmentation model, LLMOps services, and training to extend your AI capabilities and upskill our teams.

Activate decision intelligence with Tredence GenAI accelerators

Tredence’s GenAI solutions powered by agentic AI—unlock trapped enterprise knowledge from scattered systems, siloed teams, and dense documents. From dynamic content creation to decision automation and compliance readiness, these solutions act like intelligent teammates—driving speed, precision, and scalable impact across business functions.

Intelligence & insights

Enable natural language querying across structured and unstructured data, tables, documents, images and videos. Business users get fast answers, forecasts and the next-best actions without coding. This GenAI-powered solution accelerates insights, reduces decision latency and democratizes access to intelligence across marketing, ops, finance and commercial teams.

Document intelligence

Extract, summarize and classify data from contracts, invoices and service records using GenAI. Automate information retrieval at scale, freeing teams from manual searches. Improve compliance and audit readiness while surfacing critical data from large document volumes, streamlining decision-making in legal, procurement, HR and finance functions.

Multi-modal content creation

Create campaigns, business reports, sales decks and communication content using GenAI copilots. Summarize data, visualize insights and auto-generate collateral with high accuracy. This solution shortens content creation cycles, enhances productivity across departments and ensures brand-aligned output, empowering marketing, product and sales teams to scale with speed.

Responsible AI & audit readiness

Deploy AI solutions that are secure, traceable, and compliant from the ground up. Get end-to-end observability, built-in guardrails, audit logs and KPI dashboards. This solution helps enterprises enforce responsible AI practices, simplify audit cycles and ensure governance across rapidly scaling GenAI applications and AI/ML models.

Enterprise copilots

Equip teams with intelligent copilots across HR, finance, legal, and operations. These AI assistants automate queries, draft documents, and recommend the next steps using real-time enterprise data. Enhance decision-making, streamline workflows, and reallocate high-value talent toward strategic work—boosting both productivity and employee experience across the organization.

Scale GenAI with Industry-specific Intelligence

GenAI adoption isn’t a one-size-fits-all model. Tredence delivers domain-specific GenAI solutions built on industry-trained models, agentic AI accelerators, and guardrail-enforced platforms. From product personalization to intelligent underwriting and smart manufacturing, our solutions are designed to handle real-world complexity—not just by generating insights, but by driving intelligent, context-aware actions. By embedding GenAI across their unique industry value chains, enterprises can accelerate time-to-impact, unlock new revenue streams, and drive operational agility at scale.

Retail

We help global retailers deploy GenAI copilots across pricing, promotion, merchandising and forecasting. Our solutions power real-time customer segmentation, campaign generation, store analytics and product recommendations—driving precision, reducing manual effort, and optimizing decisions across the retail chain. Tredence enables $2T+ in retail revenue through AI-first innovation at scale.

Consumer Packaged Goods

Tredence is a GenAI value amplifier, scaling the data strategy and building the decision intelligence engine for leading CPG brands. Leading consumer brands rely on Tredence GenAI solutions to elevate decision-making across demand forecasting, trade optimization and consumer engagement. Our AI copilots surface portfolio insights, simulate pricing strategies and guide spend allocation accelerating planning cycles and unlocking growth. Trusted by 20+ Fortune 100 brands, we embed last-mile AI where business impact is real.

Healthcare and Life Sciences

Our GenAI-powered solutions improve clinical outcomes and accelerate scientific discovery. From document summarization to key opinion leaders (KOL) mapping and medical coding, we automate complex workflows, improve care quality and enhance patient engagement. Tredence helps healthcare and life sciences organizations scale responsible AI within high-stakes, compliance-heavy environments.

Banking and Financial Services

We deliver GenAI copilots for relationship managers, underwriters and analysts—automating decisions and reducing cycle times. Our models generate insights from financial documents, summarize client portfolios and support early warning systems. Tredence helps BFSI clients build secure, compliant GenAI systems that enhance efficiency and customer trust.

Telecommunications, Media, and Technology

Telecom, media and tech companies partner with Tredence to monetize data and scale GenAI across pricing, churn prediction, licensing and their customer experiences. Our domain-trained models enable campaign automation, revenue optimization and audience segmentation, giving telcos and media firms the tools to stay relevant and competitive in dynamic, digital-first markets.

Industrials

We operationalize GenAI in manufacturing and logistics building copilots for maintenance, planning, scheduling and frontline enablement. Our solutions turn process data into insights, flag risks in real time and simulate actions for peak efficiency. Tredence helps industrial clients enhance uptime, reduce cost and drive sustainable performance at scale.

Travel and Hospitality

Tredence empowers travel and hospitality brands with GenAI solutions for dynamic pricing, personalized experiences, and operational optimization. Our copilots create guest profiles, trigger service recommendations, and drive loyalty with contextual intelligence, helping airlines, hotels, and casinos convert data into memorable journeys and measurable revenue growth.

Here’s how we’ve helped our customers win at the last mile

Using GenAI to segment customers for a top 5 US retailer

A global US-based retailer sought to use first-party data on customer behavior to develop targeted campaigns that enabled greater product discovery and drove more sales.

Tredence worked with the retailer to develop an intuitive layer where business users could request customer personals and update product category requirements. Next, we built a system layer that used an LLM to identify product categories attributed to different customer personals, efficiently tagged products to personas based on their attributes, and evaluated the accuracy of tagging tasks.

80% reduction in processing time by automating persona requests, speeding decision-making.

New revenue sources: Identified by tailoring campaigns and marketing strategies and optimizing product selection.

50% lower costs, due to automated processes.

Developing an AI foundation platform for a Fortune 500 CPG

A global consumer packaged goods (CPG) firm sought to unlock rapid business value by creating a global AI foundation platform that would enable it to monetize its data platforms in new ways and scale new AI/ML capabilities.

Tredence worked with the CPG to design and set up an AI foundation, use our framework to curate large language models and implement LLMOps capabilities to scale models. We also provided an advanced automated RAG framework with prebuilt guardrails to reduce hallucinations and ensure model observability. Quick-start AI software development kits enable the CPG to build and deploy AI-powered products rapidly.

30% lower costs due to design optimization of vector databases and indexes

40% faster mean time to provision GenAI architectures by using pre-curated templates

25% improved outcomes for marketing and customer analytics using GenAI solutions

Using AI to improve key opinion leader engagement for a biotech company

A global biotechnology company used manual processes to review and integrate unstructured data and identify key opinion leaders (KOLs) who could amplify knowledge of their products.

The company worked with Tredence to develop a GenAI-powered graph analytics solution that auto-extracted knowledge from 50K medical science liaison interactions and 30k publications. The tool enables users to analyze and visualize relationships between doctors and institutions, identify KOLs, and quantify their influence. It also enables biotech staff to use the right channel to interact with these experts at the right time.

80% reduction in manual efforts

30% increase in discovering top KOLs

400K records processed per disease area

80% overall solution automation

Building a GenAI-powered tool to automate deal summary for a private equity leader

In the highly competitive private equity (PE) industry, analysts must analyze candidates for deals at pace. This PE leader sought to create a significant competitive advantage by automating manual work, enabling teams to focus on deeper deal analysis.

Tredence and Databricks built a state-of-the-art deal summarization engine that identifies insights from historical deals and external data and generates summaries of critical information summaries. The tool uses machine learning to evaluate targets’ engagement strategies and the PE’s historical approach to similar deals.

90% reduction in time to gather deal intelligence

Deep intel gathering: Some of which might have been missed with human efforts

$5M-10M estimated deal evaluation cost savings

$35M-40M anticipated due diligence cost savings

Developing an AI CoE for a global hospitality leader

Tredence partnered with the hospitality company to transform customer marketing and improve acquisition, retention, engagement, and sales.

We set up and continue to operate a data, AI, and analytics center of excellence (CoE). The CoE provides digital analytics, personalized and cross-channel marketing, email marketing and a decision engine, loyalty program and revenue management tools, and more to drive impact. The CoE has improved the company’s forecasting capabilities by 10 percentage points, engaged 15M at-risk customers, and improved its net promoter score by seven points.

300M customer data migrated, transformed, and converted into analytical data sets

51+ propensity algorithm pipelines designed for targeted marketing to reduce acquisition costs

Actionable insights: Generated by modernizing data and streamlining reporting

$10M revenues driven from at-risk customers engaged with personalized marketing

$500+ estimated lift in customer lifetime value (CLTV) for bigger spenders