Softlinks AI builds the agents, retrieval systems, and intelligence layers that turn your operations into something that thinks alongside you — quietly, observably, in production.
We design and ship AI systems that earn their seat at the table — agents that close tickets, retrieval that finds the right answer the first time, and operations that stay observable when the model changes underneath you.
We treat AI like infrastructure, not a feature. That means evaluation in the loop, latency budgets, audit trails, and the humbling habit of measuring whether the thing actually works.
Each piece is composable. Most engagements use two or three together — agents on top of retrieval, voice on top of agents, observability under all of it.
Autonomous and human-in-the-loop agents that handle research, ops, support, and back-office work end-to-end — with tools, memory, and a clear trace of every decision.
Retrieval-augmented systems trained on your private corpus — internal AI that actually knows your products, contracts, runbooks, and tribal knowledge.
Prompt engineering, eval harnesses, observability, drift detection, and the fine-tuning pipelines that keep production model behavior boring.
AI-augmented internal tools that collapse multi-step processes into one approval. The team keeps judgment; the software handles the typing.
Voice agents, IVR replacements, and conversational copilots tuned for sub-second latency and the kind of barge-in handling that doesn't sound robotic.
Vector pipelines, semantic search, embedding evaluation, and the unglamorous data plumbing that makes everything above actually work.
Tell us about the agent you've been prototyping, the workflow you wish would run itself, or the model that needs an actual evaluation harness around it. We'll reply within one business day.