Workflows that run on GPU, not guesswork.
Production-tested inference pipelines and agent workflows across the enterprise. Deploy a NIM-optimized template in an afternoon, or compose your own in our visual builder.
SDR Researcher
Routes prospect enrichment through NIM-served research models, drafts outreach, and books meetings with governed CRM writes.
Quote Review
Runs discount policy checks on Triton-served models, flags escalations, and routes approvals before a quote ships.
Renewal Forecast
Blends usage telemetry, ticket sentiment, and exec engagement into GPU-scored renewal probability.
Month-end close
Uses batch inference across ledgers, flags variances, and drafts the close memo with traceable model outputs.
Vendor onboarding
Runs document understanding on GPU, validates compliance packets, and provisions access with audit trail.
Offer letter ops
Generates compliant offers per geography, routes approvals, and syncs the final packet to HRIS.
Ticket triage
Classifies, deduplicates, and routes tickets with NIM-served models, confidence scoring, and human handoff.
Incident summarizer
Grounds on logs, runbooks, and notes via Cuvex to generate customer-ready RCAs.
Feedback synthesis
Clusters weekly product feedback with GPU embeddings and writes a PM-ready brief.
Alert triage
Correlates SIEM signals, drafts incident timelines, and assigns severity with Praxon guardrails.
Evidence collection
Pulls SOC2/ISO evidence from 40+ sources on schedule and packages it for auditors with immutable logs.
Vuln triage
Ranks CVE noise against your bill of materials using Triton-served models and opens prioritized issues.
Runbook executor
Runs scoped runbooks with approval gates and logs every kubectl and GPU-scaling action.
Eval-driven CI
Runs latency and accuracy regressions on every PR; blocks merges that degrade production inference.
On-call companion
Reads dashboards, DCGM telemetry, and traces to propose a hypothesis and draft the postmortem.
Build workflows three ways.
Natural language
Describe a workflow in plain English. Mandarum proposes the serving graph, the tools, and the eval set.
Visual builder
Drag nodes for models, retrievers, verifiers, and approvers. Test runs are first-class.
Code (TS / Py)
Author in our SDK with full type safety. Version with Git. Compile serving graphs for Triton, NIM, and hosted APIs.
NIM-ready templates you can deploy this week.
Revenue Risk Radar
A NIM-optimized forecasting pipeline that reads telemetry, CRM, support tickets, and exec email to predict renewal risk with explainable scoring.
DeepStream Incident Triage
Combines logs, alerts, and video streams for security teams with Triton-served multimodal models.
NIM RAG Concierge
Grounded answers from Cuvex in minutes.
TensorRT-LLM Code Review
Benchmark-aware engineering assistant.
Jetson Vision QA
Edge inspection pipeline for plant floors.