AI by Industry
AI for Education
Improve learner support and reduce admin workload with grounded assistants, reliable workflows, and safe personalization.
Industry Problems
Where teams get stuck
Common bottlenecks we see before AI workflows are implemented.
Learner support volume
FAQ and course questions create high support load—especially around exams and deadlines.
Content discoverability
Learners struggle to find answers across long modules, PDFs, and recorded material.
Admin overhead
Enrollment, reminders, and reporting workflows are often manual and inconsistent.
Quality and safety
Education assistants need guardrails and evaluation to avoid misinformation and harmful guidance.
AI Solutions
What we build
Implementation-ready modules designed for reliability, safety, and real operations.
RAG tutor grounded in curriculum
Ground answers in your course content with citations and safer fallback behaviors.
Student support triage
Automate intake, route to staff, and create structured tickets for complex cases.
Staff knowledge base assistant
Internal assistant for policies, SOPs, and operational guides to reduce ambiguity.
Automation workflows
Onboarding reminders, reports, and tool syncing with retries and monitoring.
Stack
Suggested implementation stack
A practical stack we can adapt to your constraints and existing systems.
Automations
Example automations
A few workflows that usually deliver ROI quickly.
Course Q&A assistant grounded in modules and PDFs
Support triage that routes tickets by intent and urgency
Auto-generate lesson summaries and action items (optional)
Automate reminders and reporting workflows
Quality checks with evaluation and regression tests
Start Small
Start small in 7 days
Three pilot-friendly options that reduce risk and ship value fast. Choose one, share access, and we deliver a production-ready baseline.
Standard
AI delivery standard
Quality and safety practices we ship with AI builds so the system stays measurable, maintainable, and production-ready.
Logging + tracing
Conversation and tool traces with request IDs, error visibility, and debug-friendly runbooks.
Guardrails + safety
Tool allowlists, PII-safe patterns, refusal behavior, and escalation routes for edge cases.
Evals + regression tests
Golden queries, scorecards, and regression checks so quality improves over time instead of drifting.
Cost + latency controls
Caching, prompt discipline, retrieval tuning, and routing so your app stays fast and predictable at scale.
Documentation + handoff
Architecture notes, environment setup, and next-step roadmap so your team can iterate safely after launch.
Security-first integration
Secrets isolation, role-based access, audit-friendly actions, and minimal data retention by design.
Relevant Gigs
Start with a fixed-scope gig
Pick a gig to launch a pilot quickly with clear deliverables and timeline.
Compare
Decision guides
Quick comparisons to help you choose the right approach before building.
Related Services
Explore deeper implementations
When you need more depth than a pilot, these services cover full delivery.
FAQ
Frequently asked questions
Can the assistant cite course content?
Yes. We use RAG with citations so learners can verify the source material and trust the response.
Can you add guardrails for safety and accuracy?
Yes. We recommend eval sets and safer fallback behaviors, plus moderation and policy handling where needed.
Can this integrate with our LMS?
Often yes, depending on LMS APIs and your content structure. Integration scope is confirmed during kickoff.
Can we start with one course as a pilot?
Yes. A single-course pilot is a common starting point before scaling across the full curriculum.
Want an AI pilot for your workflow?
Start with a fixed-scope gig or request a tailored implementation plan for your systems.