Autonomous agents, multi-agent systems, retrieval pipelines, and tool-using LLM stacks. We wire in evals, guardrails, and cost controls before launch. Built to run in production, not on a keynote stage.
Most agentic-AI work in the wild is a prompt, a chain, and a deployment prayer. We build it differently. Every agent we ship runs through eval harnesses against real task traces. Each run carries a cost budget, tool calls hit a guardrail, and a human-in-the-loop escape hatch catches the cases the model gets wrong.
We've built production agents for customer support triage, document processing, research synthesis, code review, and internal-ops copilots. The pattern repeats. Measure first. Scope the action space tightly. Instrument everything. Ship behind feature flags with a rollback path.
A sample of projects where this capability was load-bearing. We omit client names by default and share them under NDA when you want to dig into a specific engagement.
Most engagements are a mix of two or three of these. We scope the exact cut during discovery and write the evaluation plan into the statement of work.
An agent that reliably finishes one job, instead of impressively half-doing many. Single-purpose agents that complete a bounded workflow, triage a ticket, draft a reply, extract fields from a document, with scoped action spaces, narrow tools, and high reliability.
Coordinated agents that get complex work done without going off the rails. Planner/worker topologies, DAG-driven pipelines, and handoff protocols between specialised agents, built on AutoGen, CrewAI, LangGraph, or bespoke orchestrators when the frameworks don't fit.
Answers grounded in your data, with citations you can actually check. Hybrid retrieval, re-ranking, chunking strategies, and freshness controls, evaluated on grounding and citation quality rather than vibes.
An assistant that safely acts in your systems, not just chats about them. Agents that call your APIs, query your databases, and drive your internal tools, with permission boundaries, audit trails, and cost caps per session.
Know your AI still works after every prompt change, before your users find out. Production-grade evals with golden datasets, regression tracking, and prompt-change review gates, plus tracing, cost dashboards, and alerting on drift.
Better quality or lower cost when prompting hits its ceiling. LoRA, QLoRA, full fine-tunes, or distillation into cheaper models, measured before and after rather than asserted.
Scoping agentic ai development? Get an engineer's read on your build in 30 minutes — no sales pitch, no decks.
We pick models and frameworks to fit the task and budget, not the trend cycle. The tools our engineers ship with most often:
The same agentic ai development work ships under any of these three commercial shapes. The difference is in how you hold us accountable and how you scale up or down.
Can't find what you're looking for? Email discovery@enigmatixglobal.com and we'll reply within one working day.
Book a 30-min callAn agent is an LLM-powered system that chooses actions to complete a task autonomously. It calls tools, queries data, writes files, sends messages. A chatbot answers. The engineering challenge is two-fold: constrain the action space tightly enough that the agent stays reliable, and instrument it well enough that you can tell when it isn't.
Most clients renew for a second engagement. The ones who don't usually hire someone from our team to run the project in-house.
We are a mental health charity and not tech minded. We needed to improve our patient registration system but wanted a company that we can relate to. Hassan took the time to meet with me and patiently went through our process to find a personalised solution for us. Hassan's team did a great job streamlining our process and connected our registration system to our patient management software. Whenever we have a glitch, they resolve this quickly. Enigmatix Global provides a personal and efficient service and we have adopted them to be our IT provider.
I am writing to wholeheartedly recommend Enigmatix Global as a premier bespoke software development agency. Our journey with them has been nothing short of exemplary, far exceeding our initial expectations. While many agencies can develop based on strict specifications, Enigmatix Global demonstrated an incredible commitment to our project that was truly unparalleled.
Dragonfly has been working with the team at Enigmatix Global for several years now on building out our web-based platform and APIs. One of their strengths is quickly building out a multi-disciplinary team to work on the development and delivery of features with different technical requirements. Their support has allowed us to accelerate our development work without building an internal team. They have also worked seamlessly with other third parties both during the acquisition of Dragonfly and development of our mobile app. Enigmatix Global has been instrumental in bringing our ideas to life and providing guidance to help us make the best technical decisions. I would recommend getting in touch with them if you're looking for support.
Thirty minutes with an engineer who builds. No sales, no drip campaign. If we're the wrong fit we'll tell you and point you somewhere better.
