AI Development Services Built for Production
From RAG assistants to autonomous agents — every system we build is grounded in your data, evaluated for accuracy, and engineered with a cost budget from day one.
RAG Knowledge Assistants
Retrieval-augmented generation chatbots that answer from your documents, wikis, support tickets and product catalogs — with citations instead of guesses. Your team and customers get instant, accurate answers grounded in your real content.
- Ingestion pipelines for PDFs, docs, databases & APIs
- Hybrid semantic + keyword retrieval with re-ranking
- Citation enforcement and hallucination controls
- Deployed to web, Slack, Telegram or your own app
AI-Powered Search & Recommendations
Replace keyword-only search with semantic understanding. Customers find products by describing what they need — and your store recommends items based on genuine similarity, not just "customers also bought."
- Vector search on Pinecone, Qdrant, pgvector or Elasticsearch
- Drop-in integration for Shopify, Magento & WooCommerce
- Merchandising rules and metadata filtering preserved
Document Intelligence & Data Extraction
LLM pipelines that turn invoices, contracts, forms and reports into structured, validated data flowing straight into your database, ERP or accounting system — with human review only where confidence is low.
- OCR + LLM extraction with field-level validation
- Confidence scoring routes edge cases to humans
- Direct integration with QuickBooks, ERPs & databases
AI Agent Development
Multi-step agentic workflows that take real action across your systems — qualifying leads, syncing CRMs, processing orders, handling back-office tasks — with the guardrails, human approvals and fallbacks that make autonomy safe.
- Built on LangGraph with explicit state machines
- Human-in-the-loop approval for sensitive actions
- Every step logged, observable and replayable
LLM Integration & Fine-Tuning
Frontier and open-weight models integrated into your product with prompt engineering, structured outputs and function calling — and fine-tuning only where it genuinely earns its cost. Vendor-neutral: OpenAI, Anthropic, Google, Meta, Mistral.
- Model selection benchmarked on your real tasks
- Structured outputs that never break your app
- Smart routing: cheap models where they suffice
LLMOps & AI Evaluation
If you can't measure your AI, you can't trust it. We build evaluation harnesses, regression tests for prompts and retrieval, observability dashboards and cost monitoring — so every change is proven before it ships and every dollar is accounted for.
- Automated accuracy & faithfulness scoring
- Alerts on quality drift and cost spikes
- Continuous evaluation in production
Not Sure Which AI Service Fits Your Case?
Book a free discovery call — we'll map your data and goals to the right architecture, with honest advice on what's worth building.
Book a Free Discovery Call