AI Solutions That Ship
From requirements to production in weeks. For businesses tired of AI projects that stall, demo well, or never ship.
Why Teams Choose SentEdge
Ship in Weeks
Structured 4-phase approach from requirements to deployment. No endless research, no scope creep. Fixed deliverables with clear timelines.
Complete Solutions
Requirements documentation, production-ready code (GitHub repo), cloud deployment, and 90-day support. You get a working system, not a prototype.
Built for the Real World
Systems that handle traffic spikes, recover from failures, and grow with your business. Proven architectures from production deployments using RAG, Neo4j, and GPU optimization—not theoretical frameworks.
From Idea to Production
Clarity & Confidence
1 week- Know exactly what you're building and why
- Architecture that fits your constraints
- No surprises on tech choices
Watch It Come to Life
2-4 weeks- See real progress every week, not promises
- Code you can review and understand
- Full documentation as we go
Go Live With Confidence
1 week- Production environment ready for real users
- Optimized for speed and reliability
- Security you can trust
Peace of Mind
90 days- Issues fixed quickly, at no extra cost
- We're watching so you don't have to
- Your team learns to own the system
- Never stuck without help
- Long-term options available
How We Solve Hard Problems
Your AI That Actually Knows Your Business
Stop getting generic answers. RAG pipelines connect LLMs to your proprietary data using vector databases, so your AI speaks with authority about your products, policies, and processes.
See Connections Others Miss
When spreadsheets can't capture how your data relates, Neo4j graph databases reveal hidden patterns and power smarter recommendations, fraud detection, and knowledge discovery.
AI That Speaks Your Industry's Language
Generic models give generic results. LLM fine-tuning with LoRA creates AI that understands your domain's terminology, edge cases, and nuances.
Fast AI Without the Runaway Cloud Bills
GPU optimization on NVIDIA hardware delivers low-latency inference at a fraction of typical costs. Performance you need, bills you can predict.
AI That Keeps Up With Your Users
No more loading spinners. Real-time systems with WebSocket architectures and streaming inference deliver instant responses when milliseconds matter.
Search That Understands Intent, Not Just Keywords
Users find what they mean, not just what they type. Semantic search with vector embeddings surfaces relevant results even when the words don't match.
Your Solutions Architect
Ryan Price
Lead AI Solutions Architect
Every SentEdge engagement is led by a certified AI professional with hands-on production experience. You work directly with the architect who designs and builds your solution—no handoffs, no gaps in communication.
Example Project: AI Chat Assistant
Client Challenge
Gaming company launched an AI support assistant that suffered from severe accuracy issues—only 40% correct answers with a 50-60% hallucination rate. Response times averaged 28-42 seconds. The over-quantized model failed to ground responses in actual game documentation, making it unsuitable for production deployment.
Solution Delivered
- Enterprise RAG pipeline with FAISS semantic search (0.75-0.85 similarity scores)
- Optimized Llama 3.2 3B model with strict context grounding
- Automated validation system ensuring 100% production alignment
- Knowledge base extracted from live UI components for zero-drift accuracy
- 3-phase optimization: prompt engineering → model upgrade → knowledge enhancement
Results
Tech Stack: FAISS + sentence-transformers, Llama 3.2 3B, Flask, CPU-optimized inference (3-4GB RAM)
Improvement: From 40% accuracy → 98% accuracy | 40s response → 12-18s | Hallucinations reduced by 90%
Portfolio Projects
Production-ready AI solutions we've built. From voice synthesis to blockchain integrations, see what's possible.
View Full PortfolioTake the First Step
Every Project is Unique
Contact us for a customized proposal tailored to your specific needs and timeline.
Everything You Need to Succeed:
- A clear roadmap everyone on your team understands
- Code you own completely, ready to extend or modify
- A live system your users can access immediately
- 90 days of backup so you're never stuck alone
We typically respond within 24 hours