The Promise of Production

Escaping Pilot Purgatory:
Operationalize Enterprise AI.

We bridge the gap between "Slide-Ware" strategy and production-grade Agentic AI. Move from experimental chatbots to revenue-generating digital workers in weeks, not years.

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The Reality Check

"The era of the generic chatbot is over. The market has bifurcated: 72% of enterprises are experimenting, but fewer than 10% are seeing bottom-line impact.

At Prism Infoways, we solve the GenAI Paradox. We don't just fine-tune models; we rewire your operating model, integrating Sovereign AI agents directly into your legacy "neural system"—your ERPs, CRMs, and databases.

Vertical-Specific Engineering

The 6-Block Capability Grid

Agentic Process Automation

Autonomous agents that plan and execute multi-step workflows. From simple copilots to full "Digital Workers" that handle scheduling and logistics.

FinTech & RegTech Intelligence

Automated KYC/AML compliance and algorithmic predictive analytics. We prioritize "Explainability" (XAI) for regulatory safety.

Healthcare Data Privacy

HIPAA-compliant AI for clinical documentation and accelerated discovery. Local data processing ensuring patient privacy never leaks to public models.

Retail Hyper-Personalization

Dynamic pricing engines and visual search capabilities that go beyond collaborative filtering to true generative matchmaking.

Industrial IoT & Twins

TimescaleDB-powered predictive maintenance. We build digital twins that ingest sensor data to predict failure before it halts production.

Sovereign AI Architecture

Private, on-premise, or VPC-hosted Small Language Models (SLMs). Your IP stays within your perimeter; no data trains the public giants.

The Why Us Factor

Quantifiable value delivered through precision engineering.

01

Speed to Value

Skip the multi-year consulting cycles. We move from Discovery to "Minimum Viable Model" (MVM) in agile sprints, targeting immediate ROI.

02

The "Last Mile" Integration

We don't stop at the model. We build the APIs and connectors that link Llama 3 or GPT-4 directly to your existing legacy infrastructure.

03

Governance First

Trust is the barrier. We deploy "Human-in-the-Loop" workflows and hallucination detection systems (Red Teaming) from Day 1.

04

Cost-Efficient Scale

Avoid the "Token Tax." We optimize inference costs by selecting the right model size (SLM vs. LLM) for the specific task.

The Path to Production

From Assessment to Continuous Optimization.

AI Data Readiness (AIDR) Audit

Assessment (Weeks 1-4)

We analyze your data structure (SQL, PDFs, SharePoint) to identify "dirty data" and map high-impact use cases.

Rapid Prototyping

Transition (Weeks 4-10)

We select the stack (Vector DBs, RAG Architecture) and build a functional prototype to prove technical feasibility.

Observability & Drift Detection

Monitoring (Production)

We deploy tools to monitor model performance, ensuring the AI doesn't "hallucinate" or drift from its training.

Continuous Tuning

Optimization (Ongoing)

As real-world data flows in, we refine prompts and re-rank retrieval logic to improve accuracy and expand capabilities.

For Startups & SMEs

Un-Standardized Agility

You need speed, not bureaucracy. We leverage Laravel and Filament v3 to rapidly deploy custom admin panels and AI dashboards that scale with your growth.

Build Your MVP
For Enterprise

Industrialized Scale

You need security and governance. We architect dedicated Python/TensorFlow pipelines and Sovereign AI refineries that adhere to strict corporate compliance.

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Engineering Provenance

Laravel
Python
TensorFlow
TimescaleDB
Filament v3
LangChain
Pinecone
LlamaIndex
OpenAI
Hugging Face

Addressing Friction Points

We utilize Retrieval-Augmented Generation (RAG) combined with strict "Grounding" protocols. The AI is forced to cite sources from your internal documents, and we implement "Red Teaming" to test and patch vulnerabilities before release.
Yes. We specialize in Sovereign AI, deploying open-source models (like Llama 3) within your private VPC or on-premise infrastructure to ensure data never leaves your control.
ChatGPT is a generalist tool. We build "Agentic AI"—systems integrated into your databases (like TimescaleDB or SQL) that can actually perform tasks, update records, and execute workflows, not just chat.
Absolutely. Our "Last Mile" integration process involves custom data engineering to ingest, clean, and vectorize data from legacy ERPs and mainframes.
Our "Speed to Value" methodology targets a working Minimum Viable Model (MVM) within 6-10 weeks, depending on data readiness.
From Pilot to Production

Ready to Operationalize Your Enterprise AI?

Don't let your AI strategy stall in the lab. Deploy Sovereign, Agentic AI that drives real ROI and secures your competitive edge.