We design and ship GenAI apps—secure, brand-faithful, and cost-controlled—ready for enterprise scale.
OpenAI Anthropic Llama Mistral
LangChain LlamaIndex Haystack
Pinecone Weaviate
MLflow W&B
Kubernetes Argo
NeMo Guardrails
Tooling rail: prompt UX • human-in-the-loop • eval harness Edge: Brand style locks and safe fallback flows.
Tooling rail: hybrid search • graph augment • chunking Edge: Σ-Graphion™ curates corpora and improves retrieval fidelity.
Tooling rail: test suites • golden sets • toxicity/PII checks Edge: EthicΞense™ issues Responsible-GenAI dossier.
Tooling rail: routers • caching • streaming • batch Edge: Neuro-Quantis™ lowers cost 20–40% with budgets and caps.
Tooling rail: REST/GraphQL • webhooks • CI/CD • containers Edge: Canary/rollback patterns protect production.
Tooling rail: tracing • token logs • SLOs • incident playbooks Edge: Qμβrix™ sets latency, error, cost thresholds.
Jobs-to-be-done, risks, SLOs.
Sandboxed pilots; eval harness
SLOs + runbooks + telemetry.
Bring us your hardest deep-tech problem. We'll bring the IP, the method, and measurable outcomes.