You will get AI Software Implementation Audit: What to Automate and Build Next
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Project details
Most AI projects fail before the first line of code because the workflow, data, integrations, security risks, and success criteria are unclear. I audit the process and turn it into a practical build plan.
You get a workflow map, automation opportunities, technical architecture, risk review, implementation priorities, and a fixed-price build estimate. The goal is not a report that sits in a folder. The goal is a clear path to software your team can actually use.
I have built production AI systems for enterprise clients including Advent International, Fort Hill Associates, and Mortgage Capital Trading. Expert-Vetted on Upwork, $700K+ delivered, 100% Job Success.
You get a workflow map, automation opportunities, technical architecture, risk review, implementation priorities, and a fixed-price build estimate. The goal is not a report that sits in a folder. The goal is a clear path to software your team can actually use.
I have built production AI systems for enterprise clients including Advent International, Fort Hill Associates, and Mortgage Capital Trading. Expert-Vetted on Upwork, $700K+ delivered, 100% Job Success.
AI Development Type
Knowledge Representation, Software MaintenanceAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$1,500
|
Standard
$3,500
|
Advanced
$7,500
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 21 days |
AI Model Integration | - | - | |
Detailed Code Comments | - | - | |
Knowledge Graph | - | - | - |
Model Documentation | - | ||
Ontology | - | - | - |
Source Code | - | - | |
Taxonomy | - | - | - |
Frequently asked questions
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FL
Fabrizio L.
Jul 7, 2026
Automation Expert to create agents in the commercial back office
Great work from Brian on our automation project. He delivered quickly without compromising on quality, and his communication was consistently fast and clear throughout the engagement. He stayed responsive at every stage, proactively flagging issues and iterating promptly to make sure the final output met our requirements. Reliable, technically solid, and easy to work with — highly recommended for automation/workflow projects.
PT
Pete T.
May 8, 2026
AI Agent Infrastructure Production Build
PT
Pete T.
Apr 14, 2026
AI Agent System Build
Brian went above and beyond with the research and proof of concept for this project. Going to hire Brian for full production of software.
PR
Philip R.
Mar 19, 2026
AI Consultant
PD
Perry D.
Mar 11, 2026
AI Agent Engineer
About Brian
Senior AI Software Engineer | AI Agents, MCPs, Workflows & SaaS Apps
100%
Job Success
Milan, Italy - 8:07 pm local time
My work is not just chatbot prototypes. I design and build the backend, frontend, data flows, prompts, evaluations, integrations, dashboards, audit trails, and human approval loops needed to make AI reliable in production.
A lot of companies have AI demos that look impressive but fail when real users, messy data, edge cases, permissions, and business workflows are involved. I help turn those ideas into systems your team can actually use.
Recent work includes:
- Multi-agent systems for enterprise audit and financial workflows
- AI agents that research, score, write, route, and take action across tools
- Custom MCP servers and tool integrations for AI agents
- RAG and document intelligence systems for large knowledge bases
- AI outbound and sales automation platforms
- Voice AI and support automation systems
- Technical audits of AI implementations, including architecture, reliability, security, prompts, evals, and production readiness
I am a good fit if you need someone who can take a messy business process and turn it into working software, not just advise on AI strategy.
Typical projects I can help with:
- AI agents that behave like reliable digital employees
- Autonomous business workflows
- Custom MCP servers and agent tools
- AI SaaS MVPs
- Internal AI tools
- RAG knowledge bases
- Voice AI systems
- CRM, email, Slack, HubSpot, Salesforce, and API integrations
- Automation dashboards and approval workflows
- AI implementation audits and remediation plans
If you want a production-grade AI system with clear architecture, clean implementation, and measurable business value, send me the workflow you want to automate and I will suggest the fastest practical build plan.
Steps for completing your project
After purchasing the project, send requirements so Brian can start the project.
Delivery time starts when Brian receives requirements from you.
Brian works on your project following the steps below.
Revisions may occur after the delivery date.
Kickoff call to understand your business, tools, and pain points
Map current workflows and request read-only access to your systems