Industry Focus • Education
Education platforms need to handle simultaneous cohorts, protect course content, and give instructors clear visibility into student progress. MGT builds ai automation that fits the real workflows of education teams, not generic tools that need a year of customization to work the way you actually operate.
10
Apps shipped
1 to 4 weeks
Typical timeline
$500 - $5,000
Price range
// INDUSTRY CHALLENGES
Off-the-shelf software rarely fits education workflows. These are the specific problems I solve.
// SHIPPED PROJECTS
// WHY MGT
I have built software for education businesses before. I know the terminology, the workflows, and the integrations you depend on. Onboarding is fast.
Scope document covers every feature, edge case, and integration point. One price agreed before I write a line of code. No change order surprises.
Every project I deliver is production-ready. Proper error handling, monitoring, and documentation so your team can operate it without me.
// FAQ
Claude (Anthropic) for reasoning and long-context tasks. OpenAI GPT-4 for general generation. Local models via Ollama when privacy requires on-premise processing. The right model for the right job.
That is the most common request I get. Share what the process looks like today and I will tell you which parts can be automated, how long it takes to build, and the realistic cost savings.
Retry logic, fallback models, output validation, and human-in-the-loop escalation for edge cases. Production AI systems need guardrails. Every pipeline I build has monitoring and alerting.
Yes. Examples include LMS platforms, course builders, student management, community tools. The case studies above show real projects delivered for education clients. I will share additional references during the scoping call.
Tell me what you need. I will send back a full scope and fixed price within 24 hours. No sales calls, no pitch decks.