Private AI & Hermes
SWForce operates the AI infrastructure. The Hermes harness surrounds the model with an agent system that supports reasoning through service questions and automation requirements.
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The tools behind your systems
Our technology stack is selected to deliver secure, maintainable, and scalable AI automation. Tools are chosen based on reliability and ownership — not hype.
Your Data. Your Control. Always.
All solutions are designed with ownership, privacy, and compliance in mind. You always control your data, your models, and your automation logic.
In use at SWForce
How we use AI on this site
Ask AI and Brainstorm use our own AI infrastructure and the same Hermes agent system. The model, conversation history, and handoff each have a part to play.
A conversation that carries forward
Brainstorm saves project conversations in a database. A returning visitor can verify access with a project passphrase and continue discussing the plan with the earlier messages available.
Start a BrainstormA handoff to a person
When the visitor chooses Send to Ed, the application saves the handoff and emails the brief and transcript. Ed reviews the project and contacts the customer about the next step.
Read the project exampleOur Philosophy
Why These Tools?
Every technology we use is chosen for a reason. We favor open-source, self-hostable solutions that give you long-term flexibility and zero vendor lock-in.
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Workflow AutomationWhy we use it: Flexible workflow automation that connects systems without brittle custom code. Self-hostable, so your data never leaves your infrastructure.
Business benefit: Build complex automations in days, not months. Easy to maintain, easy to modify, easy to scale.
Private LLMs
AI InfrastructureWhy we use it: Llama, Mistral, and other open-source models running on your infrastructure. Enterprise data never leaves your environment.
Business benefit: All the power of AI with full data sovereignty. No API costs, no rate limits, no data privacy concerns.
ASP.NET Core
Custom ApplicationsWhy we use it: Enterprise-grade framework with exceptional performance, security, and long-term Microsoft support. Cross-platform, battle-tested.
Business benefit: Custom applications that scale to millions of users and integrate seamlessly with Windows ecosystems.
SQL Server & PostgreSQL
Data InfrastructureWhy we use it: Rock-solid relational databases with decades of enterprise trust. Your data deserves battle-tested reliability.
Business benefit: Instant access to insights through natural language queries. Complex analytics without waiting for IT.
Full Stack
All Technologies We Work With
AI & Machine Learning
8 tools in this category
Private LLMs
AI & Machine LearningSelf-hosted large language models for enterprise privacy. Run Llama, Mistral, and other models on-premise.
Ollama
AI & Machine LearningRun large language models locally. Easy deployment of Llama 2, Code Llama, and other open models.
Learn moreLangChain
AI & Machine LearningFramework for developing applications powered by language models. Chain prompts and tools together.
Learn moreHugging Face
AI & Machine LearningPlatform for sharing and deploying machine learning models. Access to thousands of pre-trained models.
Learn moreOpenAI API
AI & Machine LearningAccess GPT-4, DALL-E, and Whisper APIs for text, image, and audio generation.
Learn moreClaude API
AI & Machine LearningAnthropic's Claude AI for analysis, coding, and conversation. Enterprise-grade safety features.
Learn moreSemantic Kernel
AI & Machine LearningMicrosoft's SDK for integrating AI into applications. Build intelligent apps that reason, plan, and interact with data.
Learn moreAzure OpenAI
AI & Machine LearningEnterprise AI services with data privacy and compliance. GPT models running in your Azure environment.
Learn moreIntegration Expertise
Making your existing tools work together
These tools don't exist in isolation. Our expertise lies in orchestrating them together — building workflows that span multiple platforms, connecting AI to your existing systems, and ensuring data flows seamlessly across your organization.
- REST APIs, webhooks, and event-driven architectures
- Private cloud and on-premise deployments
- Enterprise SSO and access control integration
- Real-time monitoring and alerting
CRM
Salesforce
ERP
SAP
Database
SQL Server
Cloud
Azure
Analytics
Power BI
Comms
Teams
Private AI & LLM Deployments
Need AI capabilities without sending data to third parties? We deploy and manage private large language models on your infrastructure. Run Llama, Mistral, or custom fine-tuned models with full data sovereignty and compliance.
Want to Discuss Your Tech Stack?
Every organization is different. Let's talk about which tools and integrations would deliver the most value for your specific situation.
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