Proven patterns across AI apps
Production-ready patterns across support, sales, RAG, and workflow automation — with measurable outcomes.
Customer Support Copilot
Problem
High-volume tickets need low latency and high accuracy.
Solution
Route intents to the best model, cache common answers, enforce safety.
Impact
- 30% cost reduction
- 99.6% success rate
- P95 < 900ms
Integrations: Zendesk · Intercom · Slack
Sales/CRM Agent
Problem
Outbound personalization is expensive and hard to govern.
Solution
Budget-aware routing with quality checks and prompt A/B.
Impact
- 2× reply rate lift
- 22% token savings
Integrations: HubSpot · Salesforce · Gmail
Knowledge Base QA
Problem
Model drift causes hallucinations in RAG pipelines.
Solution
Eval-backed routing plus fallback when retrieval confidence is low.
Impact
- < 5% hallucination rate
- NRR > 120%
Integrations: Pinecone · Weaviate · Postgres
Developer Assistant
Problem
Agents call tools unpredictably and fail silently.
Solution
Agent runtime with traces, retries, and sandboxed tools.
Impact
- < 10% agent failures
- Root-cause in minutes
Integrations: GitHub · Jira · Notion
Content Moderation & PII Guardrails
Problem
Enterprise apps must filter sensitive data and unsafe content.
Solution
Inline PII detection/redaction and policy-tagged routing.
Impact
- SOC2-ready audit logs
- Zero-trust tool access
Integrations: SSO/SAML · DLP systems
AI App Marketplace
Problem
Monetization and billing slow down launches.
Solution
Hosted deployment with hybrid subscription + usage billing.
Impact
- Launch in days
- Full invoicing + seats
Integrations: Stripe · Vercel · Cloudflare