CDC pipeline from PostgreSQL to BigQuery with late arrivals

Kafka → Delta Lake streaming with watermarking and compaction

Airflow Dagster pipeline deduping and enriching CRM leads

Data quality framework (Great Expectations) with auto-fail

FluentBit → S3 → Athena log pipeline with partition pruning

Ingest messy CSVs to Parquet lake with schema validation

Feature store (Feast Tecton) with point-in-time correctness

ELT reconciling Stripe and Shopify revenue nightly

Real-time IoT anomaly detection with Flink Spark

Data contract enforcement with JSON Schema + Pydantic

REST API gateway normalizing HubSpot, Salesforce, Notion

GraphQL facade over heterogeneous internal microservices

API versioning with backward-compatible deprecation

OAuth2 proxy unifying Google, Microsoft, GitHub SSO

Webhook relay with retry, DLQs, and idempotency keys

Rate-limiting and quota middleware for internal APIs

Bi-directional Airtable ↔ Postgres sync with conflicts

Connector for niche SaaS into data warehouse

Event-driven integration using NATS JetStream

Public API for internal tool with OpenAPI spec

MCP server for vector DB with typed tool schemas

MCP server exposing Jira Confluence to LLM tools

MCP server for Slack, Gmail, Calendar assistant agent

MCP server for Zendesk with auto-triage tools

MCP server wrapping internal pricing engine, audited

MCP server for BI tool enabling NL queries

MCP server for secrets manager with least-privilege

MCP server for document store with access control

MCP server for feature flags with rollout tools

MCP server for monitoring stack with incident tools

Multi-tenant RAG with isolation and access control

RAG with hybrid search and query rewriting

Agentic RAG with tool use and plan-and-execute

RAG with citations and grounded answers

RAG eval harness (recall, precision, faithfulness)

Retrieval with re-ranking for quality

LLM data doc generator from schemas and queries

Fine-tune small LLM for domain Q&A (e.g., SOX)

LLM agent drafting SQL with schema grounding

End-to-end RAG eval with golden datasets

Drift detection for embeddings and Recall@K

LLM response quality scorer (rules + model)

Cost attribution dashboard for LLM calls

Latency SLO dashboards for LLM endpoints

Canary eval suite for prompt changes (A B)

Offline online metric correlation for LLM changes

Red-team harness for jailbreaks and injection

Hallucination detector using claim verification

Feedback loop UI to flag bad answers, retrain

Sync identities Okta ↔ internal RBAC, audited

SOX-compliant change workflow for data pipelines

Integrate Snowflake with governance catalog, policies

Data access request portal (GDPR CCPA)

ServiceNow incidents ↔ Slack alerts, auto-runbooks

DLP policies across GDrive, S3, Postgres centralized

PII detection and masking for data exports

Secrets rotation in CI CD using Vault

Compliant audit trail for LLM prompts outputs

Model registry with deployment gates and sign-offs

CLI scaffolding microservice with lint tests CI

CLI for data contract validation on datasets

CLI running local LLM eval suites with diffs

CLI generating DB migrations from ORM safely

CLI managing feature flags across environments

CLI snapshot restore MCP configs per env

CLI profiling slow SQL with IndexAdvisor hints

CLI scraping API docs into searchable KB

CLI generating OpenAPI from live services

CLI rotating credentials via Vault APIs

Streaming ETL enriching clickstream 1s

Real-time fraud scoring microservice with inference

Real-time order funnel dashboard with WebSockets

Live chat analytics with topics and sentiment

Real-time log anomaly detector creating tickets

Streaming joins IoT telemetry with reference data

Real-time personalization updating per session

Live leaderboards with rank via Redis sorted sets

Real-time data quality monitors with Slack alerts

Real-time capacity forecasting for API endpoints

Attribute-based access control (ABAC) for APIs

Policy-as-code engine (OPA Rego) for data access

Data lineage tracker ingestion to ML features

Secrets scanning pre-commit hook with vault

Threat model generator from architecture diagrams

PII inventory scanning DBs and buckets

Compliant data retention and deletion scheduler

Encryption-at-rest with KMS key rotation

Fine-grained LLM output filtering for sensitive topics

Audit log viewer with immutable storage

Finance copilot reconciling invoices, flagging anomalies

Internal support bot triaging tickets with tools

Sales copilot enriching leads, drafting outreach

Ops runbook executor responding to alerts

HR onboarding bot provisioning accounts, tracking

Compliance copilot mapping controls to evidence

Data catalog explorer with NL search and lineage

Executive dashboard answering NL KPI questions

Customer health scoring with churn prediction

Incident assistant aggregating logs, metrics, traces