Build an Enterprise AI Gateway with Model Routing and FastAPI
Group: Business Requirement
Product Category: AI Engineering
Sub Category: AI Engineer
Solution Available
Source code, datasets, and other related files for the solution will be provided.
Prerequisites
About this Product
Plant teams call model vendors directly, so there is no shared cost control, no safety screening and no audit trail for AI assistance on the shop floor.
What you build
- Gateway API: one governed endpoint for four production task types, with each plant authenticated by a hashed API key.
- Policy and routing: tenant policy in YAML sets allowed tasks and tiers, and sends each call to the cheapest qualifying model tier.
- Safety pipeline: personal data is redacted, injection attempts are screened and unsafe output is replaced by a refusal.
- Resilience and budgets: timeouts, retries, circuit breakers, regional failover, a cost ledger and rate limits.
- Audit and evaluation: a hash chained audit log and a regression gate that blocks any routing change that fails the golden set.
Skills you practise
- Model routing: quality, latency, cost and region aware tier choice.
- Safety controls: redaction, injection screening and output guards.
- Evaluation: golden sets, scoring, regression gates and canary comparison.
- Cost and latency governance: budgets, latency SLOs and savings reports.
Outcome
- Governed release: a gateway proven by failure drills, an SLO report and a production design note you can defend in review.
Interview Q&A Included
1 practice set bundled with this lab
-
Enterprise AI Gateway for Plant Operations Assessment
Category: AI Engineering Subcategory: AI Agent Engineer 59 questionsThis assessment covers five areas: the gateway scenario and requirements, routing and cost governance, safety, policy and tenant isolation, resilience, audit and evaluation, and running, configuration and testing. Questions use …
Resources
A complete, tested gateway to compare with your own work when you finish or get stuck.
- All 20 acceptance criteria implemented and verified
- 124 passing tests: 101 unit, 18 integration and 5 end to end
- Routing, safety, failover, budgets, audit chain and evaluation gate in clear modules
- Failure drills for provider outage, slow vendor, region outage and rate limit
- Design note and runbook for taking the gateway to production
Topics
Skills
Languages
English
Level
Expert
Business Domain
Manufacturing and Production Operations
Project Mentors
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