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OptGPT

OptGPT 4.0 — Reason. Explain. Act.

OptGPT 4.0 by TechOptima is an enterprise-grade AI platform built on a Mixture-of-Experts architecture with 32 specialized experts (4 active per inference) and 21 billion total parameters. It delivers transparent reasoning, native agentic automation, and secure decision intelligence that runs even on 16 GB systems.

It delivers transparent reasoning, native agentic automation, and secure decision intelligence that runs even on 16 GB systems.

OptGPT 4.0 Overview

Reason Deeper · Act Smarter · Run Anywhere
OptGPT 4.0 marks a major leap in enterprise AI — combining configurable reasoning depth, computational efficiency, and full explainability. It empowers organizations to deploy secure, domain-tuned intelligence without GPU dependence or vendor lock-in.
Advanced Reasoning

Enhanced accuracy and depth for complex decision-making.

Efficiency at Scale

Intelligent expert activation optimizes performance and cost.

Workflow Automation

Seamless integration with enterprise tools and systems.

Core Breakthroughs in OptGPT 4

Mixture of Experts (MoE)

32 specialized experts, with only 4 active per inference for efficient scaling.

Sparse Activation

Accesses 21 billion total parameters while using just 3.6 billion per call — maximizing performance with minimal cost.

Advanced Reasoning Engine

Supports configurable reasoning depth and full chain-of-thought for complex analytical tasks.

Massive Context Window

Up to 256,000 tokens, enabling long-horizon workflows and persistent state management.

Consumer-Grade Compatible

Runs effectively on systems with 16 GB total memory, allowing flexible deployment.

Benchmark-Level Performance

Matches the capabilities of significantly larger proprietary models on advanced reasoning benchmarks.

Strategic Business Impact of OptGPT 4

Workflow Execution

Traditional AI

Manual task orchestration by teams

OptGPT 4

Autonomous end-to-end process execution

Human Role

Traditional AI

Tool user / prompt engineer

OptGPT 4

Strategic manager of agentic workforce

Business Scope

Traditional AI

Task-level optimization

OptGPT 4

Process-level transformation across functions

Speed & Scale

Traditional AI

Limited by human coordination

OptGPT 4

Real-time orchestration and parallel execution

ROI Horizon

Traditional AI

Incremental efficiency gains

OptGPT 4

Strategic differentiation and durable advantage

Core Capabilities

1 · Configurable Reasoning & Transparency
  • Adjustable reasoning depth to match task complexity.
  • Transparent outputs with complete reasoning visibility.
  • Benchmark-level performance comparable to larger models.
2 · Agentic & Function Calling
  • Native function-calling architecture for enterprise tool integration.
  • Multi-step workflow execution with structured and reliable outputs.
3 · Lightweight Deployment
  • 21 billion parameters (3.6 billion active per inference).
  • Runs efficiently on systems with 16 GB RAM — no GPU required.
  • Modular Ollama-based containers for on-prem or secure cloud deployment.

Evolution Timeline

OptGPT 2
Democratization

Efficient, Accessible AI

OptGPT 3.5
Specialization

Hyper-Specialized Experts

OptGPT 4
Automation

Autonomous Orchestration

The Three Generations of OptGPT

GenerationCore ArchitectureKey InnovationPrimary Business GoalROI Type
OptGPT 2Optimized Dense TransformerEfficiency at Scale (GQA, PTQ)Cost Reduction & DemocratizationOperational Savings
OptGPT 3.5Mixture-of-Experts (MoE)Sparse ActivationExpert Productivity AccelerationDepartmental Gains
OptGPT 4Natively Agentic / Tool-IntegratedEnd-to-End Workflow AutomationBusiness Process TransformationStrategic Value

Built for Enterprise Trust

Privacy and Control

Deploy on-prem or in your secure cloud — data never leaves your environment.

Audit and Compliance

Every response is logged, traceable, and defensible for regulatory requirements.

Flexible Integration

Designed for legal, finance, education, and cyber-risk domains.

Ready to Experience Secure Reasoning?

Bring OptGPT 4.0 into your workflow for decisions that are explainable, compliant, and ready for action.​