# PrismBase AI

> PrismBase AI: principal-led AI consulting and data science consulting. We ship agentic systems, ML pipelines, and predictive models to production: federal fraud at 10TB+/day. $2,500 audit.

## Positioning
- Agentic development experts capable of building any project to production
- Principal-led: one expert architects, codes, and deploys. No pyramid staffing.
- The Production Standard: six contractual commitments on every scoped engagement
- Transparent pricing: $2,500 audit → $15k+ projects → $25k/mo embedded retainer

## Target Industries
Hub: https://www.prismbase.ai/industries

- Financial Services: Fraud detection, risk modeling, and governed ML at transaction scale. (https://www.prismbase.ai/industries/financial-services)
- Federal & Public Sector: Federal-scale data systems, compliance posture, and high-throughput pipelines. (https://www.prismbase.ai/industries/federal-public-sector)
- Real Estate & PropTech: Portfolio analytics, valuation intelligence, and operational automation. (https://www.prismbase.ai/industries/real-estate-proptech)
- Location Intelligence: GPS traces, address geocoding, and spatial analytics for product growth and market expansion. (https://www.prismbase.ai/geospatial)
- Telecommunications: Large-scale data platforms, network analytics, and customer intelligence. (https://www.prismbase.ai/industries/telecommunications)
- Higher Education: Institutional analytics, research computing, and governed campus AI. (https://www.prismbase.ai/industries/higher-education)
- Insurance: Claims automation, underwriting intelligence, and fraud, adjacent to financial services depth. (https://www.prismbase.ai/industries/insurance)
- Healthcare & Life Sciences: Production ML and governed Gen AI for regulated health and biotech teams. (https://www.prismbase.ai/biotech)
- Legal & Professional Services: Contract analysis, discovery workflows, and retrieval systems at enterprise scale. (https://www.prismbase.ai/industries/legal-professional-services)
- Manufacturing & Supply Chain: Predictive maintenance, demand forecasting, and industrial data platforms. (https://www.prismbase.ai/industries/manufacturing-supply-chain)
- Energy & Utilities: Asset optimization, grid analytics, and governed AI in regulated infrastructure. (https://www.prismbase.ai/industries/energy-utilities)

## Services
- Agentic development: autonomous agents, agentic workflows, full-stack applications, any project type
- Legacy modernization: AI-assisted refactoring of legacy code, process improvement, and platform upgrades to production
- AI biotech applications: document intelligence, R&D data pipelines, predictive models, governed Gen AI (NDA)
- Document intelligence: extraction, client portal organization, semantic search, multi-source ingestion (https://www.prismbase.ai/document-intelligence)
- Geospatial analytics: GPS traces, address geocoding, trade-area analysis, site selection, spatial pipelines for product growth (https://www.prismbase.ai/geospatial)
- Time series analytics: demand forecasting, KPI anomaly detection, seasonality modeling, production forecast pipelines (https://www.prismbase.ai/time-series)
- Data & ML pipelines: Python and SQL ETL, feature pipelines, training, inference, LLM ingestion, MLOps (https://www.prismbase.ai/data-pipelines)
- Small business AI packages: property managers, local trades, niche e-commerce—lead intake, internal knowledge RAG, automated reporting (https://www.prismbase.ai/small-business-ai)
- AI & ML consulting: fraud detection, MLOps, predictive analytics, cloud optimization, LLM/RAG
- DB Optimizer: 48-hour read-only Postgres/Supabase audit, $2,500 founding price

## Key Pages
- Home: https://www.prismbase.ai
- Agentic Development: https://www.prismbase.ai/agentic-development
- AI Slop Manifesto: https://www.prismbase.ai/insights/the-ai-slop-manifesto
- AI Consulting: https://www.prismbase.ai/ai-consulting
- Data Science Consulting: https://www.prismbase.ai/data-science-consulting
- Biotech AI: https://www.prismbase.ai/biotech
- Geospatial analytics: https://www.prismbase.ai/geospatial
- Time series analytics: https://www.prismbase.ai/time-series
- Data & ML pipelines: https://www.prismbase.ai/data-pipelines
- Small business AI: https://www.prismbase.ai/small-business-ai
- Document Intelligence: https://www.prismbase.ai/document-intelligence
- Services: https://www.prismbase.ai/services
- Enterprise / procurement: https://www.prismbase.ai/enterprise
- Security: https://www.prismbase.ai/security
- Case studies: https://www.prismbase.ai/case-studies
- Industries: https://www.prismbase.ai/industries
- Production Standard: https://www.prismbase.ai/#production-standard
- DB Optimizer: https://www.prismbase.ai/products/db-optimizer
- Contact: https://www.prismbase.ai/contact
- Free MLOps Assessment: https://www.prismbase.ai/assessment
- Blog: https://www.prismbase.ai/insights

## Articles
- Production Data Pipelines in Python and SQL: What Actually Ships: https://www.prismbase.ai/insights/production-data-pipelines-python-sql
- ML and AI Pipeline Architecture: From Raw Data to Production Inference: https://www.prismbase.ai/insights/ml-ai-pipeline-architecture-production
- Time Series in Production: Forecasting and Anomaly Detection That Stays Accurate: https://www.prismbase.ai/insights/time-series-forecasting-production
- Geospatial Analytics for Product Growth: GPS, Addresses, and Where to Focus Next: https://www.prismbase.ai/insights/geospatial-analytics-product-growth
- When NOT to Build an Agent: A Decision Tree for Enterprise Teams: https://www.prismbase.ai/insights/when-not-to-build-an-agent
- Agent Evaluation Harnesses: How to Test Agents Before Production: https://www.prismbase.ai/insights/agent-evaluation-harnesses-production
- The AI Slop Tax: What Stalled POCs Actually Cost: https://www.prismbase.ai/insights/the-ai-slop-tax-stalled-poc-cost
- The AI Slop Manifesto: Why Most Enterprise AI Projects Fail Before Production: https://www.prismbase.ai/insights/the-ai-slop-manifesto
- The Fable 5 Mess: What Anthropic's Two-Week Government Shutdown Means for Frontier AI: https://www.prismbase.ai/insights/anthropic-fable-5-government-ban-frontier-ai
- Generative Engine Optimization: How to Get Cited by ChatGPT, Perplexity, and Google AI Overviews: https://www.prismbase.ai/insights/generative-engine-optimization-guide
- AI Search Is Changing B2B Discovery: Your 2026 SEO Playbook: https://www.prismbase.ai/insights/ai-search-seo-strategy-2026
- llms.txt and Structured Data: Making Your Site Legible to AI Crawlers: https://www.prismbase.ai/insights/llms-txt-structured-data-ai-crawlers
- Agentic AI in the Enterprise: Beyond Chatbots to Autonomous Workflows: https://www.prismbase.ai/insights/agentic-ai-enterprise-playbook-2026
- The Production Gap: Why 87% of ML Projects Never Make It to Deployment: https://www.prismbase.ai/insights/production-gap-ml-deployment
- Real-time Fraud Detection at Scale: A Technical Deep-Dive: https://www.prismbase.ai/insights/realtime-fraud-detection-architecture
- The Hidden Cost of Cloud ML: A FinOps Perspective: https://www.prismbase.ai/insights/cloud-ml-finops
- Feature Stores: Build vs. Buy in 2026: https://www.prismbase.ai/insights/feature-stores-build-vs-buy
- LLMs in Production: Lessons from the First Wave: https://www.prismbase.ai/insights/llms-production-lessons
- Data Quality is Your Competitive Moat: https://www.prismbase.ai/insights/data-quality-competitive-moat
- MLOps Maturity: Where Does Your Organization Stand?: https://www.prismbase.ai/insights/mlops-maturity-assessment
- AI Consulting for Business: How to Choose a Partner That Actually Delivers: https://www.prismbase.ai/insights/ai-consulting-for-business
- How to Implement AI in Your Company: A Practical Roadmap for 2026: https://www.prismbase.ai/insights/how-to-implement-ai-in-your-company
- Postgres Performance Audit: When Slow Queries Are Killing Your SaaS: https://www.prismbase.ai/insights/postgres-performance-audit-guide

## Contact
- Phone: (801) 508-4734
- Email: contact@prismbase.ai
- Location: Atlanta, GA (Atlanta · Serving select clients nationwide)
- LinkedIn: https://www.linkedin.com/company/118593974