AI systems built to ship — with evaluation, guardrails, and observability from day one.
Trodas designs, builds, and deploys AI systems that survive production traffic. Retrieval-augmented assistants grounded in your private data, document intelligence pipelines, and LLM workflows engineered with the same discipline as any other mission-critical software. Every engagement includes evaluation harnesses, prompt-regression tests, and operational dashboards — because AI quality is engineering, not luck.
average reduction in manual reporting time
AI coverage replacing first-line manual workflows
from kickoff to first working production prototype
Deliverables, not deliverable-shaped promises.
- RAG assistants grounded in your internal documents and data
- LLM workflow automation — summarisation, extraction, classification
- AI agent systems with tool use and multi-step reasoning
- Document intelligence — parse, extract, and structure unstructured files
- Model evaluation suites and prompt-regression testing
- FastAPI backends with streaming, auth, and rate limiting
Stack we typically use
Not sure if this fits your problem? Bring it to a discovery call — we'll tell you honestly, including when the answer is “you don't need us for this.”
Book free callCommon questions about this service.
Will the AI work with our existing data and tools?
Yes. Trodas integrates with your documents, databases, CRMs, and internal APIs. Most engagements begin by indexing what already exists — PDFs, Notion, SharePoint, support tickets, or product docs.
Which models does Trodas recommend?
Model-agnostic by design: OpenAI, Anthropic Claude, or open-source models on private infrastructure when data residency demands it. The recommendation depends on your accuracy, latency, and budget constraints.
How are hallucinations handled?
Grounded retrieval, mandatory citation, confidence thresholds, and evaluation suites that test against known-answer sets before every release. AI quality is treated as an engineering discipline.
Other services
Mobile & Cross-Platform Apps
Native iOS, Android, and cross-platform apps built with React Native, Flutter, and Swift — production-ready and store-approved.
Web Application Development
Full-stack SaaS products, dashboards, and customer portals — modern stacks, full source ownership, weekly demos.
Digital Marketing & Growth
SEO, paid media, social, and content programs that compound — engineered with the same rigour as the products they promote.