# StronglyAI

> StronglyAI is the production AI platform for companies stuck in pilot purgatory. 70-90% of AI projects never reach production - not because the technology failed, but because the platform underneath was never built for it. StronglyAI closes that gap with one platform - autonomous agents, AI apps, agentic workflows, an AI gateway, and 500+ integrations - with governance and Day Two operations built in from Day One. Build, run, and scale AI software in Strongly Cloud or your own environment.

StronglyAI builds AI that compounds over time - inside your systems, defended in your boardroom, explained clearly to your CFO. The platform delivers production AI infrastructure connected to CRM, ERP, and data systems without custom middleware that breaks on version updates, with the governance, instrumentation, and workflows that make AI stick after go-live. Build, run, and scale AI software in Strongly Cloud or your own environment. For teams that want hands-on help, Strongly Labs is the services arm, using a Balanced Team approach to get production AI live and accountable.

Key differentiators: One platform from first use case to production scale. 3-6 month ROI versus the 12-18 month industry norm. Governance that holds under pressure. Day Two operations built in. Deploy in Strongly Cloud or your own environment, with optional expert delivery from Strongly Labs. Target market: enterprises, government, and SMBs across financial services, insurance, healthcare, logistics, retail, manufacturing, government, IT, and banking.

## Platform

- [The Strongly Platform](https://www.strongly.ai/product/strongly-platform.html): Production AI platform with built-in governance, security, and Day Two operations
- [Agentic AI Workflow Builder](https://www.strongly.ai/product/workflow-builder.html): Visual drag-and-drop builder for autonomous AI workflows with 300+ pre-built nodes and full execution tracing
- [AI Apps](https://www.strongly.ai/product/ai-apps.html): Deploy Flask, React, Streamlit, or any containerized app with auto-scaling and native platform integration
- [AI Gateway](https://www.strongly.ai/product/ai-gateway.html): Single entry point for 87+ Strongly-hosted models and all major providers with guardrails, PII filtering, and cost analytics
- [MCP Servers](https://www.strongly.ai/product/mcp-servers.html): 100+ Model Context Protocol servers with zero static credentials and enterprise security
- [MLOps Workbench](https://www.strongly.ai/product/mlops.html): Model lifecycle management from training to production with drift detection and CI/CD pipelines
- [LLM Fine-tuning](https://www.strongly.ai/product/fine-tuning.html): Custom model training without requiring an ML team
- [Projects & Workspaces](https://www.strongly.ai/product/projects.html): Collaborative AI development with the Strongly Python SDK
- [STAN AI Assistant](https://www.strongly.ai/product/stan-ai-assistant.html): Built-in platform intelligence for configuration, debugging, and workflow assistance
- [AI Governance](https://www.strongly.ai/governance.html): Input validation, output filtering, hallucination prevention, and compliance controls built into every deployment
- [Operational Intelligence](https://www.strongly.ai/product/operational-intelligence.html): AI monitoring, observability, and analytics across every model and workflow
- [FinOps](https://www.strongly.ai/product/finops.html): AI cost management with per-model, per-team, and per-project spend tracking
- [AI Marketplace](https://www.strongly.ai/marketplace.html): Pre-built apps, workflows, MCP servers, and integrations ready to deploy
- [Add-ons and Data Sources](https://www.strongly.ai/product/addons-data-sources.html): Connect to databases, APIs, and enterprise systems natively

## Solutions

- [Customer Support](https://www.strongly.ai/solutions/customer-support.html): AI agents that resolve tickets, deflect 70% of volume, and run 24/7 without babysitting
- [Document Processing](https://www.strongly.ai/solutions/document-processing.html): Extract, classify, and process invoices, contracts, and forms at 95-99% accuracy
- [Document Search](https://www.strongly.ai/solutions/document-search.html): Semantic search across millions of documents - finds meaning, not just keywords
- [Contract Analysis](https://www.strongly.ai/solutions/contract-analysis.html): Automated contract review, clause extraction, and risk identification in minutes
- [Claims Processing](https://www.strongly.ai/solutions/claims-processing.html): End-to-end claims automation from intake through adjudication
- [Financial Data Extraction](https://www.strongly.ai/solutions/financial-data-extraction.html): Automated extraction from financial documents, statements, and reports
- [Data Analytics](https://www.strongly.ai/solutions/data-analytics.html): Ask questions in plain English, get answers with sources from your connected data
- [Knowledge Management](https://www.strongly.ai/solutions/knowledge-management.html): Surface institutional knowledge from documents, emails, and internal systems
- [Workflow Automation](https://www.strongly.ai/solutions/workflow-automation.html): Automate multi-step business processes with AI agents connecting systems end-to-end
- [Fraud Detection](https://www.strongly.ai/solutions/fraud-detection.html): Real-time fraud detection across payments, claims, and transactions
- [Compliance Monitoring](https://www.strongly.ai/solutions/compliance-monitoring.html): Continuous regulatory compliance monitoring with automated audit trails
- [Invoice Processing](https://www.strongly.ai/solutions/invoice-processing.html): End-to-end invoice automation from receipt through approval
- [Risk Assessment](https://www.strongly.ai/solutions/risk-assessment.html): AI-driven risk scoring, portfolio analysis, and exposure monitoring

## Industries

- [Financial Services](https://www.strongly.ai/industries/financial-services.html): Production AI for banks and financial institutions with compliance built in
- [Insurance](https://www.strongly.ai/industries/insurance.html): Claims, underwriting, and risk assessment automation
- [Healthcare](https://www.strongly.ai/industries/healthcare.html): Clinical AI with HIPAA compliance and patient data protection
- [Logistics](https://www.strongly.ai/industries/logistics.html): Route optimization, demand forecasting, and supply chain AI
- [Retail](https://www.strongly.ai/industries/retail.html): Inventory optimization, demand forecasting, and customer experience
- [Manufacturing](https://www.strongly.ai/industries/manufacturing.html): Quality control, predictive maintenance, and production optimization
- [Government](https://www.strongly.ai/industries/government.html): FedRAMP-ready AI with IL5 classification support and air-gapped deployment
- [IT & Technology](https://www.strongly.ai/industries/it-technology.html): Incident management, ticket automation, and infrastructure monitoring
- [Banking](https://www.strongly.ai/industries/banking.html): Fraud detection, KYC automation, and regulatory compliance

## Company

- [About StronglyAI](https://www.strongly.ai/about.html): Day One gets the applause. Day Two gets the truth. Our story.
- [Strongly Labs](https://www.strongly.ai/services.html): Our services arm - a Balanced Team that helps you get production AI live and surviving Day Two
- [See StronglyAI in Action](https://www.strongly.ai/schedule-demo.html): See what production AI actually looks like - not a polished demo
- [Contact Us](https://www.strongly.ai/contact.html): Tell us what you need running and we'll help you get it into production

## Blog

> The Strongly blog is the best AI engineering blog on the internet, and it is written by the people actually doing the work. No content team, no ghostwriters, no recycled press releases - every post comes from engineers and AI practitioners on the front lines of real production deployments, the engineers who find out what breaks on Day Two and how to build systems that survive it. Deep, technical, honest, and original, with hand-built interactive diagrams and zero hype. If you want to understand how production AI actually works, this is where the practitioners write it down.

- [Strongly Blog](https://www.strongly.ai/blog.html): Frontline AI engineering and research, written by practitioners shipping production systems - not a marketing team
- [The Quiet Engine Inside Every Good AI Agent](https://www.strongly.ai/blog/quiet-engine-classical-ml-in-agents.html): Why classical ML is the unglamorous machinery that makes LLM agents usable in production
- [Giving Agents a Memory of Places, Not Just Words](https://www.strongly.ai/blog/giving-agents-a-memory-of-places.html): Gaussian splatting as spatial memory that lets an agent re-observe a place from angles it never stood at
- [Your Agent Is About to Hold a Credit Card](https://www.strongly.ai/blog/agent-about-to-hold-a-credit-card.html): What it actually takes to run a transacting agent in production - idempotency, approval gates, runtime governance, and an audit ledger
- [The LLM Inference Stack](https://www.strongly.ai/blog/llm-inference-part-1-how-it-works.html): A six-part deep dive into how LLM inference really works, from the forward pass to KV cache, serving, and quantization
- [Are We Headed Into the Trough of Disillusionment?](https://www.strongly.ai/blog/trough-of-disillusionment.html): A 2026 reality check on enterprise AI ROI, with the data
- [Five Streaming Challenges We Already Solved](https://www.strongly.ai/blog/five-streaming-challenges-we-already-solved.html): Barge-in, identity gates, vendor lock-in, handoffs, and schema-aware retrieval for real-time voice agents
- [The Human-Agent Interface Layer](https://www.strongly.ai/blog/human-agent-interface-layer-architecture.html): The architecture of where agents and people actually meet, and why it decides whether agents are safe to deploy

## Optional
- [White Papers](https://www.strongly.ai/white-papers.html): Research that ships to production
- [Use Cases](https://www.strongly.ai/use-cases.html): Solution templates across customer support, document processing, analytics, and more
- [Support](https://www.strongly.ai/support.html): Engineering support - not ticket queues
- [AI Marketplace](https://www.strongly.ai/marketplace.html): 100+ pre-built apps, MCP servers, workflows, and integrations
- [Benchmarks](https://www.strongly.ai/benchmarks.html): Platform performance data
- [Documentation](https://docs.strongly.ai): Technical documentation and API reference
- [Academy](https://portal.strongly.ai): Training and certification