01 / Agent Platforms
Multi-agent orchestration
CrewAI, LangGraph, Claude Managed Agents, OpenAI Agents SDK, Mastra, Bedrock Agents, Vertex AI. We pick the right runtime for your risk and regulatory profile.
CrewAI
LangGraph
CMA
Bedrock
02 / MCP Servers
Custom enterprise MCP
Expose your backend as MCP tools — Salesforce, ServiceNow, SAP, homegrown APIs, Snowflake, Postgres — with auth, schemas, and rate control your security team will sign off on.
Streamable HTTP
Stdio
OAuth2
03 / Voice AI
Real-time voice agents
Phone-, browser-, and contact-center-grade voice AI. PipeCat pipelines (DeepGram → LLM → Cartesia), Dialogflow, Gemini Voice. Integrates with Genesys, Twilio, AudioHook.
PipeCat
WebRTC
PSTN
04 / RAG & Context
Retrieval done right
Embedding strategy, hybrid retrieval (BM25 + vectors), re-ranking, chunking discipline, evaluation harness. Bedrock Knowledge Bases, pgvector, Vertex Matching Engine, Weaviate.
pgvector
Hybrid search
Evals
05 / Cloud-Native Deploys
Kubernetes & serverless
EKS, GKE, AKS, Fargate, Cloud Run. Helm charts, CDK stacks, Terraform modules. Observability (OpenTelemetry, Prometheus), SLOs, blue-green and canary rollouts — not lab demos.
EKS · GKE · AKS
Helm · CDK
OTel
06 / Enterprise Integration
Connect the systems of record
EPIC & Cerner via FHIR. Salesforce & Dynamics via APIs & Data Cloud. SAP & NetSuite. Snowflake & Databricks. Identity (SAML/OIDC), secrets (Vault/KMS), audit logging.
FHIR R4
Salesforce
Databricks