Generative AI Solutions:
Scaling Up From Experimentation to Implementing AI
Many enterprise's AI initiatives fail before they reach the pilot stage (62% of cases). Our Generative AI Services help to fill a need by building the infrastructure necessary to provide enterprise level Generative AI solutions that function as components of your existing data and processes in a secure and biased manner.
The 'Pilot Purgatory' Problem
Generative AI being more than an experiment and moving towards being 'industrial.' Many companies are having difficulties moving from using AI with ChatGPT integrations only and the problem is not with the use of the model itself, but with their data architecture.
At Prism Infoways, we provide more than just ChatGPT with a pretty front-end UI; we construct a 'Digital Nervous System' that includes the vector databases/rag pipelines/governance structures that provide your AI with the ability to reason, take action, and produce measurable ROI free of hallucinations.
The Composable Generative AI Services Stack
End-to-end capabilities to take you from concept to scale through comprehensive generative AI solutions.
AI Strategy & Advisory
We assess your data maturity (the "Swamp" factor) and define high-impact use cases to ensure you aren't part of the 85% failure statistic.
RAG & Knowledge Engineering
Eliminate hallucinations. We implement Retrieval-Augmented Generation (RAG) to ground AI responses in your verified company data through gen AI services.
Autonomous Agents
Move beyond chat. We build agentic workflows using LangChain and AutoGen that can execute tasks (API calls, refunds, scheduling).
Legacy System Integration
Connect GenAI to your existing ERP, CRM, or Mainframe. We handle the "Last Mile" engineering so AI can act on real-time business data.
Private & Open Source Models
Data privacy first. We deploy open-source models (Llama 3, Mistral) within your private VPC, ensuring no data ever leaves your perimeter with secure gen AI.
Governance & LLMOps
Implementation of guardrails, PII masking, and monitoring systems to track token usage, latency, and model drift.
Why Choose Prism Generative AI Solutions?
Cost Control and Optimization
Stop spending on unnecessary tokens and focus on optimizing your context windows and caching strategies, keeping your operational costs low while maximizing performance through generative AI solutions.
Zero-Trust Security
AI is treated as an untrusted user within our Red Teaming product. Utilising prompt injection, Red Teaming tests are conducted before deploying in order to meet an exacting compliance standards.
Agility Over the Big Consulting Firm
Use agile sprints instead of every Big Firm's rigid, waterfall methodologies, moving from Proof of Concept (PoC) to an MVP in weeks, rather than multiple years by using our generative AI services.
Grounded Accuracy
We address the 'black box' issue: every answer generated by our generative AI solution includes a citation linking back to your internal source document for total explainability.
From Idea to Scalability
Getting Prepared & Cleaning Dynamics
We look at all your unstructured information (emails, PDFs) and determine which unstructured data has the most potential for impact, by producing an "impact versus feasibility" matrix, as well as coming up with a right pilot
Setup & Development
We will build the technology stack you need to successfully implement **generative AI solutions**, which consist of Vector Databases (Pinecone or Weaviate), an Embedding Engine, and the Orchestration layer (LangChain).
Monitoring & Red Team
We will test and set up guardrails before we launch a solution, and Post-launch, we monitor for latency and "drift" to ensure consistent quality.
Continuous Improvement
We apply RLHF (Reinforcement Learning from Human Feedback) to continuously improve the model based off the actual user interaction.
Ready to scale your AI implementation?
Who We Empower
Build Moats with Unique Data
Don't just wrap an API. We help you build proprietary AI assets that investors love and users value. Fast MVP delivery using the latest open-source stacks.
Integrate Without Compromise
Integrate GenAI without compromising compliance. We specialize in on-prem deployment, private cloud hosting (Azure/AWS), and seamless legacy integration.
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Models
OpenAI (GPT-4o), Anthropic (Claude), Meta (Llama 3), Mistral
Orchestration
LangChain, LlamaIndex, Semantic Kernel
Database
Pinecone, MongoDB Atlas, Weaviate
Cloud
AWS Bedrock, Azure OpenAI Service, Google Vertex AI
*We are a model-agnostic partner, selecting the best-fit technology for your specific use case.
Frequently Asked Questions
Ready to Build Your Generative AI Advantage?
Stop letting opportunities pass. Schedule a strategy session and see how our GenAI engineers can build robust, scalable intelligence systems tailored for your operations.