Swifstack Get in touch

Services · AI Agents & Multi-Agent Systems

AI Agents That Do the Work, Not Just Answer Questions.

Generative AI, copilots and coordinated agents that connect to the systems you already run.

Start this project → All services

Overview

What this service covers

We design and build agents that take real actions: reading documents, updating records, answering customers and handing off to a person when it matters. Every build starts from an operational problem, connects to your existing tools, and includes review, logging and guardrails from day one.

What’s included

Six areas, scoped to your problem

01

Generative AI

Applications that draft, summarize, classify and transform content, built around your data and your quality bar.

02

AI Agents

Tool-using agents that complete multi-step tasks, with clear limits on what they can do alone.

03

Multi-Agent Systems

Specialist agents that each own one step of a workflow, coordinated and logged end to end.

04

AI Copilots

Assistants embedded in the tools your team already uses, drafting and suggesting while people stay in control.

05

LLM Integrations

Connect leading models to your product and systems, with evaluation, fallbacks and cost controls.

06

RAG Systems

Retrieval over your documents and data, so answers are grounded and cite their sources.

How we work

From first call to running in production

01

Discover

We learn the workflow, the systems involved and what good looks like.

02

Design

We agree the approach, the guardrails and how success is measured.

03

Build

We ship in short cycles, with working software in your hands early.

04

Operate

We monitor results, tune the system and hand over what your team needs.

Where we apply it

Industries that use this most

Insurance →Financial services →Logistics →
See related work →

Related services

Not sure where to start?

Book a StackClarity session and leave with a prioritized roadmap.

Book a StackClarity Session