AI Automation Services
Put AI to work on the tedious stuff so your team can focus on what matters
AI That Actually Ships
Most AI projects stall in the proof-of-concept phase. We've shipped AI automation to production since 2017: document processing systems that handle thousands of invoices daily, chatbots that resolve 70% of support tickets without human intervention, and prediction models that actually get used by the people who requested them.
The difference between an AI demo and an AI system is reliability, monitoring, and knowing when not to use AI. We build automation that fails gracefully, escalates appropriately, and pays for itself within months, not years.
Our AI Automation Services
Process Automation
Your team shouldn't spend hours copying data between systems. We identify the repetitive workflows eating up your staff's time and automate them, with proper error handling and human escalation when needed.
Custom AI Models
Off-the-shelf AI doesn't know your business. We train models on your data for classification, prediction, and anomaly detection that actually understand your domain and improve over time.
Conversational AI
Chatbots that don't make your customers want to throw their laptop. We build LLM-powered assistants that know when they're out of their depth and hand off to humans gracefully.
Document Intelligence
Invoices, contracts, and forms pile up faster than anyone can process them. We build extraction pipelines that turn stacks of PDFs into structured data your systems can actually use.
AI Integration
Adding AI to existing software without breaking everything requires care. We integrate OpenAI, Claude, and custom models with proper fallbacks, rate limiting, and cost monitoring.
AI Strategy & Training
The goal is for your team to run this without us. We build proof-of-concepts, document everything, and train your developers to maintain and extend the AI systems we create.
AI Technology Stack
AI Platforms
- OpenAI GPT-5
- Anthropic Claude
- Google Gemini
- Azure OpenAI
- AWS Bedrock
ML Frameworks
- TensorFlow
- PyTorch
- scikit-learn
- Hugging Face
- LangChain
- LlamaIndex
Automation Tools
- n8n
- Zapier
- Make
- Temporal
- Airflow
- Prefect
Vector Databases
- Pinecone
- Weaviate
- Qdrant
- Chroma
- Milvus
- pgvector
Document AI
- Tesseract OCR
- Azure Form Recognizer
- AWS Textract
- Google Document AI
Monitoring
- LangSmith
- Weights & Biases
- MLflow
- Arize
- WhyLabs
Common AI Use Cases
Customer Support Automation
A well-built support bot handles the common questions instantly and routes the hard ones to your team with full context. We've seen ticket volumes drop 60-80% for repetitive queries.
Intelligent Document Processing
Someone at your company is manually typing data from documents into spreadsheets right now. That's fixable. We've automated invoice processing for companies handling 50,000+ documents monthly.
Predictive Analytics
Your historical data knows things you don't. Churn prediction, demand forecasting, and anomaly detection, all trained on your actual data, not generic industry benchmarks.
Content Generation
AI-assisted writing for product descriptions, reports, and internal documentation. We tune the prompts and guardrails until the output matches your voice and standards.
Why Choose Convective?
We Start Small
No six-month discovery phases. We pick one high-value process, build a proof-of-concept in weeks, and measure actual results before scaling. If it doesn't work, we find out fast.
We Watch the Bill
AI API costs can spiral quickly. We use open-source models where they work, cache aggressively, and monitor spend in real-time. Your CFO will appreciate it.
We Plan for Failure
AI systems hallucinate, APIs go down, and edge cases appear. We build with fallbacks, monitoring, and clear escalation paths. When something breaks, you'll know why.
We Work Ourselves Out of a Job
The best outcome is your team running the AI systems independently. We document thoroughly, train your developers, and stick around for questions. But you won't need us forever.
Trusted by Industry Leaders
Got a Process That Needs Fixing?
Tell us about the manual work that's eating up your team's time. We'll give you an honest assessment of what AI can and can't do for it.
Let's Talk