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Lean Enterprise AI Solutions

We design privacy-first, on-premise AI pipelines and high-throughput serverless batch processing architectures for technical leaders. Explore our automated proof-of-concepts below[cite: 1].

Enterprise-Grade Architecture

Why Core-AI Outperforms Generic Public APIs

Generic tools like Gemini or Claude log your prompts, train on your proprietary inputs, and plateau after initial pilots. We offer absolute privacy, zero data retention, custom fine-tuning, and standardized protocol integration.

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Core-AI vs. Generic Public APIs

Public consumer LLMs pattern-match general language but fail on enterprise specificity. They can't reason over proprietary data structures or guarantee compliance. Core-AI gives your organization dedicated, grounded intelligence built explicitly around your internal rules and terminology.

  • ✓ Eliminates "generic AI plateau" in workflows
  • ✓ Deterministic grounding over probabilistic guesses
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Where We Add Value (ROI & Customization)

We don't just sell wrappers—we customize, train, and fine-tune elite open-weights base models (Llama, Qwen) directly to your proprietary data. You achieve superior domain performance at a fraction of the cost-per-token of recurrent SaaS public APIs.

  • ✓ Proprietary model ownership and weight control
  • ✓ Unmatched economic ROI on high-volume pipelines
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Zero Data Retention & Cloud Scaling

Unlike consumer AIs that retain and train on your queries, we guarantee strict zero data retention. Execute massive parallel batch workloads dynamically on Modal, backed by complete SOC-2 Type II audits and HIPAA BAA compliance.

  • ✓ 100% Zero data retention (never used for training)
  • ✓ SOC-2 Type II, HIPAA BAA & gVisor isolation
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Standardized Model Context Protocol (MCP)

We integrate open-standard Model Context Protocol (MCP) servers to securely connect your fine-tuned models directly to internal corporate databases, file stores, and developer tools without custom integration bloat.

  • ✓ Secure, standardized corporate data connectors
  • ✓ Interoperable tool-use for RAG & refactoring

Ready to transition from generic prompts to core enterprise AI?

Let's map out a custom fine-tuning and elastic scaling strategy for your business.

Schedule an Architecture Review

Serverless AI Micro-Apps

AI Macro & Calorie Calculator

Upload a meal photo and use our serverless Qwen vision model (running on a T4 GPU scale-to-zero backend) to extract a complete macronutrient breakdown.

Enterprise AI Workflows

High-Throughput Extraction

Extract structured JSON from massive batches of unstructured PDFs securely.

Legacy Code Refactoring

Migrate deprecated codebases into modern architectures using AST and LLMs.

Private RAG Ingestion

Vectorize internal corporate wikis on secure, zero-retention on-premise hardware.

Infrastructure Security Audit

Scan IaC and cloud runtime logs to detect logical vulnerabilities and zero-day threats.

Zero-Compute Edge Utilities[cite: 1]

Lightning-fast, privacy-first calculators and developer tools that execute entirely in your browser. No data is sent to our servers[cite: 1].

Developer Tools Suite Compound Interest Mortgage Amortization Accelerated Payoff Model Home Affordability (DTI) Hourly vs Salary 2026 Federal Tax Estimator Tech Offer (TC) Comparator DIY vs Pro Estimator Options Profit Modeler