AI systems & strategy that scale.
We build production systems and advise engineering teams on complex AI challenges. Research-grade expertise. Production-ready solutions.
Enterprise AI Solutions: Transforming Weeks of Work into Minutes of Automation
We help technology companies bridge the gap between cutting-edge AI research and robust production systems. With a PhD in Computer Science and 10+ years shipping production machine learning systems at industry leaders like Nokia, Electronic Arts, Google, and SandboxAQ, we deliver strategic AI consulting and hands-on implementation. Whether you need expert AI strategy to guide your team or comprehensive system development with seamless knowledge transfer, you get research-grade AI expertise applied to solve real business challenges.
AI Development Services: Production-Ready Solutions for Enterprise Challenges
Production LLM Systems That Scale
Build production-grade LLM applications designed for reliability and cost efficiency. Implement proper evaluation frameworks, monitoring, and optimization strategies. Goals typically include reducing API costs, improving accuracy, and catching issues before they reach users.
AI Agents That Automate Complex Work
Design autonomous AI agents that handle multi-step reasoning, planning, and decision-making. Build systems that solve complex problems requiring tool use, memory, and adaptive behavior-not just simple task automation.
RAG Systems Designed for Accuracy
Build custom RAG systems tailored to your documents and use cases. Focus on retrieval quality, handling edge cases, and delivering relevant answers. Well-designed RAG can dramatically improve search quality and reduce support burden.
AI Strategy That Prevents Costly Mistakes
Help engineering leaders design executable AI roadmaps. Architecture reviews, evaluation framework design, technology selection. Focus on avoiding common pitfalls like vendor lock-in, failed experiments, and technical dead-ends that waste months of development time.
MVPs That Ship Fast
Build production-ready MVPs to validate your idea quickly. Ship in weeks instead of months. Code designed to work now and scale later when needed. Get to market faster and learn from real users.
Full-Stack Applications Built Right
Complete web applications from database to deployment. React, Next.js, Node.js, Python backends. Systems designed to scale from launch to growth without major rewrites. No technical debt that haunts you six months later.
AI Cost Optimization
Reduce your LLM spending by 40-60% without impacting quality. Analyze AI models and tools usage to identify $500K-2M in annual savings through model optimization, prompt compression, caching strategies, and architecture review.
Intelligent Workflow Automation
Automate repetitive business processes with AI-powered workflows. Document processing, data extraction, API integrations, scheduled tasks. Build reliable automation that handles structured operations at scale.
Voice AI & Conversational Systems
Build production voice assistants and conversational AI for customer support, internal tools, or specialized applications. Speech-to-text integration, natural conversation flow, intent recognition, and graceful fallback handling. Design systems that sound natural, handle interruptions, and escalate appropriately.
Problems We Solve
Customer support drowning in repetitive questions
Build AI agents that handle tier-1 support, search your docs and knowledge base, and escalate only when needed. Dramatically reduce support load while improving response times.
Manual data entry eating hours every day
Automate document processing, data extraction, and validation workflows. Parse invoices, contracts, forms-anything structured or unstructured. Eliminate repetitive manual processes that don't require human judgment.
Critical features blocked on engineering resources
Ship your MVP or new product feature without waiting months for dev cycles. Get production-ready code in weeks, then hand it off to your team to maintain and extend.
Internal tools that don't talk to each other
Connect your systems with intelligent workflows. Sync data between platforms, trigger actions based on events, build dashboards that actually update. End the spreadsheet nightmare.
Search that returns everything except what you need
Replace keyword matching with semantic understanding. Build RAG systems that find relevant information across docs, tickets, codebases, or databases-even when users don't know the right terms.
Scaling costs faster than revenue
Optimize your AI infrastructure before it destroys your margins. Right-size models, implement caching, reduce API costs. Same performance, significantly lower spend.
Industries We Work With
B2B SaaS & Developer Tools
Build AI features for developer-facing products. Code assistants, documentation systems, semantic search, automated workflows.
Enterprise AI Transformation
Help engineering teams integrate AI into existing systems without breaking production. RAG systems for internal knowledge bases, AI agents for automating workflows, LLM cost optimization for budget-conscious deployments.
FinTech
Build AI systems that meet stringent compliance and security requirements. Document processing, intelligent automation, and decision support systems designed for regulated financial services.
Gaming & Entertainment
AI-powered game systems including intelligent NPCs, player behavior prediction, content recommendation, and real-time analytics. Performance-optimized solutions designed for high-scale, low-latency gaming environments.
Media & Publishing
AI-powered content systems for multilingual publishing. Automated translation and localization, content recommendation, metadata generation, and cross-language search. PhD research in multilingual and multimodal AI applied to real-world content workflows.
EdTech & Learning Platforms
AI systems for education including automated content generation, intelligent assessment, semantic search across learning materials, and personalized learning pathways. Technical solutions that enhance learning outcomes at scale.
These are areas where we have direct experience, but we're not limited to them. If your technical challenge involves AI/ML or full-stack development, let's talk.
Why Work With Us
Whether we're advising your team on architecture decisions or building your production system from scratch, you get the same level of rigor: PhD-level expertise, clear communication, and actionable solutions.
No retainer treadmills. No maintenance lock-in. For consulting engagements, you get strategic guidance that empowers your team to execute confidently. For development projects, we build your system, transfer complete knowledge, and move on. You own everything-the code, the architecture, the understanding of how it all works.
Most agencies keep you dependent by design. Junior devs learning on your time. Overcomplicated systems you can't maintain. Endless monthly contracts for basic updates.
With Andria Labs, you get direct access to research-grade expertise. Clear documentation. Knowledge transfer built into every engagement. When we're done, your team can run, extend, and improve everything without us.
Enterprise-ready: GDPR compliant development practices. Willing to sign NDAs and work under your security requirements. Security-first architecture from day one.
How We Work
Based in EST (UTC-5). Work remotely with clients worldwide. Expect responses within 24 hours on weekdays, often faster.
Discovery & Scoping
We define the problem, technical requirements, and success metrics. No fluff-just clear objectives and realistic timelines.
Architecture & Design
We design the system architecture, select the right models and tools, and plan for scale from day one. You get a technical spec you can actually understand.
Build & Iterate
Rapid development cycles with working demos every week. You see progress, provide feedback, and we adjust. No waiting months for a big reveal.
Deploy & Transfer
Production deployment with monitoring, documentation, and knowledge transfer. Your team gets trained on everything-code, architecture, debugging, deployment.
What You Get
Production-Ready Code
Clean, documented, maintainable codebase. No hacky prototypes. Everything is built to run in production and scale with your business.
Technical Documentation
System architecture docs, API documentation, deployment guides, and runbooks. Everything your team needs to maintain and extend the system.
Testing & Monitoring
Unit tests, integration tests, and monitoring setup. Know when things break before your users do. Debug issues in minutes, not hours.
Knowledge Transfer
Hands-on training sessions with your team. Walk through the code, architecture decisions, and common debugging scenarios. No black boxes.
What We Use
AI & ML
Backend
Frontend
Databases
Infrastructure
Vector & Search
Voice & Audio AI
How We Can Work Together
We offer strategic consulting for teams with engineering capacity and complete system development for teams that need it built.
Tech Consulting
From $300/hour
Expert technical guidance for teams that can execute internally but need strategic oversight.
- Architecture reviews & system design guidance
- Code audits & optimization strategies
- Technology evaluation & recommendations
- AI evaluation framework design
- Technical decision support
Best for: Teams with engineering resources who need proven expertise to accelerate decisions and avoid pitfalls.
MVP & Feature Development
From $5,000
Ship your MVP or critical feature fast. Production-ready code designed to validate quickly and scale later.
- Rapid development & deployment
- Core features implementation
- Production infrastructure setup
- Documentation & handoff
- Post-launch support period
Best for: Startups needing to validate ideas quickly or teams blocked on critical features.
Complete System Development
From $10,000
Full production systems with AI/ML integration. From design through deployment, testing, and knowledge transfer to your team.
- End-to-end system architecture & development
- AI/ML integration & optimization
- Comprehensive testing & monitoring
- Complete technical documentation
- Team training & knowledge transfer
Best for: Organizations needing full-scale systems built right, with complete ownership transferred to internal teams.
Strategic Partnership
From $50,000
Multi-month engagement combining strategic AI roadmap design with hands-on implementation. For organizations facing critical AI initiatives where failure costs six figures.
- Executive AI roadmap & implementation strategy
- End-to-end system design & development
- Team training, hiring support & knowledge transfer
- Access to expert network for specialized needs
- Ongoing optimization & strategic guidance
Best for: Companies with mission-critical AI initiatives, product launches under time pressure, or projects where technical failure would cost $200k-$500k+.
All development projects include source code ownership and complete knowledge transfer. First strategic call is free. Pricing varies based on project scope, complexity, and timeline. Schedule a call to discuss your specific needs.
Ready to build? Book a call or contact.