AI Agents/Sunrise/AutoGen Multi-Agent Systems
AutoGen • Sunrise, FL

Trusted AutoGen Multi-Agent Systems partner in Sunrise, FL

We've helped companies in South Florida go from manual and slow to agent-powered and scalable.

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Autonomous multi-agent conversations that solve problems too complex for a single AI model.

Building an AI agent isn't hard. Building one that works reliably in your actual environment, integrates with your tools, and doesn't create new problems — that's what separates a real deployment from a failed pilot.

We work with businesses across South Florida and bring that context to every engagement. We understand the business landscape here — the industries that dominate, the tools teams rely on, and the pace that Sunrise companies move at.

What we build for Sunrise autogen multi-agent systems clients

  • Autonomous code review and generation pipelines
  • Multi-agent research synthesis systems
  • Self-verifying analysis and QA workflows
  • Complex reasoning chains with specialist agents
  • Automated software testing and debugging

Problems we solve

  • — Single agents making unchecked errors
  • — Complex tasks requiring multiple specialist "perspectives"
  • — Need agents that can verify and critique each other
  • — Building AI workflows that require reasoning depth

Built for Sunrise businesses like these

Research and analytics teamsSoftware development shopsComplex problem-solving use casesOrganizations that have pushed single-agent limits

Tech stack we use

Microsoft AutoGenOpenAI APIAnthropic Claude APIAzure OpenAICustom tooling

Deliverables for Sunrise clients

Multi-agent architecture
Agent role design
Production deployment
Observability and logging

Typical timeline: 3–10 weeks · On-site available in Sunrise

How a Sunrise engagement runs

01

Discovery call

We map your workflows, understand your tools, and identify the highest-ROI agent opportunity in your business.

02

Architecture design

We design the agent: inputs, outputs, integrations, error handling, and the logic that makes it reliable in production.

03

Build and integrate

We build the agent, connect it to your tools and data, and run it through real scenarios — not sanitized demos.

04

Test and harden

We stress-test edge cases, add monitoring, and make sure the agent degrades gracefully when something unexpected happens.

05

Deploy and hand off

We deploy to production, set up alerting, and train your team to manage and iterate on the agent going forward.

Questions from Sunrise clients

How long does it take to build and deploy an AI agent?

Most simple agents (single workflow, clear inputs/outputs) are live in 1–2 weeks. More complex agents with multiple integrations or multi-agent architectures take 3–8 weeks. We'll give you an accurate timeline after our first call.

What happens if the agent breaks after you deliver it?

We include a 30-day stabilization period in every engagement. If something breaks, we fix it. We also set up monitoring and alerting so we catch issues before you do. Post-stabilization support retainers are also available.

What does an AI agent actually cost to run?

Most agents for small-to-mid businesses cost $50–$300/month in API and infrastructure fees depending on volume. We design for cost efficiency from the start and show you expected running costs before we build.

Do you work with small businesses or just enterprises?

Both. We've shipped agents for solo operators, 5-person startups, mid-market companies, and enterprise teams. The scope and stack differ, but the outcome — reliable automation that saves time — is the same.

What to expect

AutoGen Multi-Agent Systems across South Florida

Other agents we build in Sunrise

Stop piloting. Start shipping agents that work.

Book a free 30-minute strategy call. We'll map the highest-ROI agent opportunity for your business.

On-site in Sunrise, FL · Remote delivery everywhere else.