AI Development built for EdTech companies
What is AI Development?
We design and ship production AI systems, not just proof-of-concept demos. For EdTech companies, this means navigating FERPA, COPPA while shipping fast.
Who needs AI Development for EdTech?
- Low course completion and engagement rates
- Integrating video, assessments and certifications seamlessly
- Scaling infrastructure during enrollment spikes
- AI pilots that never reach production
- Lack of in-house ML engineering talent
Best AI Development company
Learning platforms succeed or fail based on whether students actually finish what they start.
GarudLabs partners with EdTech teams to deliver AI Development that ships on schedule.
Get a AI Development proposal tailored to your EdTech goals
Book a free 30-minute discovery callWhy EdTech companies struggle with AI Development
- Low course completion and engagement rates
- Integrating video, assessments and certifications seamlessly
- Scaling infrastructure during enrollment spikes
- Meeting accessibility standards across devices
- Proving learning outcomes to institutional buyers
What makes our AI Development different for EdTech businesses
Custom LLM application development
RAG pipeline implementation
Model fine-tuning and evaluation framework
AI infrastructure and MLOps setup
Production monitoring and cost-optimization dashboard
Core Technology Stack
PythonPyTorchLangChainOpenAI APIAnthropic APIPineconeFastAPIKubernetes
Timeline, investment & compliance
Typical timeline
6-14 weeks for first deployable AI feature
Typical investment
$25,000 - $180,000
AI Development engagements in this combination typically need to account for:
- FERPA
- COPPA
- GDPR (EU)
- WCAG accessibility standards
Our Approach
For EdTech platforms, our focus is low course completion and engagement rates without sacrificing delivery speed — architecture and code review practices are adjusted from day one for FERPA and COPPA.
Read how we built it for Ambition CollegeStart your AI Development project with a team that knows EdTech
Get a free project cost estimateFrequently Asked Questions
Most AI Development engagements take 6-14 weeks for first deployable AI feature, depending on scope and how clear the requirements are upfront. We'll give you a firm timeline estimate after a short discovery call, not a generic range.
AI Development projects with us typically range from $20,000 - $180,000, scaled to the complexity of your requirements. We provide a detailed, itemized estimate before any work begins so there are no surprises mid-project.
For ai development, we typically work with Python, PyTorch, LangChain, OpenAI API, chosen based on your specific scalability and integration requirements. We're not tied to a single stack and will recommend the right tools for your situation rather than our default.
A typical ai development engagement includes custom llm application development, along with the other deliverables outlined in our proposal, such as documentation and a post-launch support window. The exact scope is tailored to your project during discovery.
Most clients come to us for ai development because of ai pilots that never reach production, among other related challenges. We start every engagement by mapping your specific pain points before writing a single line of code.
We've delivered multiple edtech projects addressing challenges like low course completion and engagement rates. We helped an online learning platform lift course completion rates by 27% with redesigned progress tracking.
For edtech clients, we pay close attention to FERPA, COPPA, building these requirements into the architecture from day one rather than retrofitting them later. We'll confirm which specific regulations apply to your business during discovery.
The most common challenges we solve for edtech clients include low course completion and engagement rates and integrating video, assessments and certifications seamlessly. We tailor our discovery process to surface the specific version of these problems your business faces.
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