Inwire Module User Guides

This section is the official user-facing manual for Inwire platform modules. Engineering analysis, historical plans, audits, and progress trackers are archived under analysis-docs/ and are not the user manual.

Module	What It Covers	Guide
Access Control	Manage organizations, teams, users, roles, API keys, RBAC policies, SSO, and audit logs for the Inwire platform.	Open guide
Synthex	Prepare, profile, transform, and generate synthetic datasets for model training, evaluation, and privacy-safe testing.	Open guide
Model Training	Run experiments, training jobs, hyperparameter tuning, dataset selection, approvals, recipes, and training observability.	Open guide
ModelOps	Register, version, build, deploy, monitor, govern, and optimize models across Kubernetes, Docker, hosted inference, and GitOps targets.	Open guide
InferenceIQ	Optimize inference cost, latency, throughput, hardware fit, serving engine settings, and production feedback loops.	Open guide
RAG	Build retrieval-augmented generation systems with data sources, pipelines, indexes, retrieval tuning, security, analytics, and workflows.	Open guide
Evaluation	Create datasets, benchmarks, safety checks, model comparisons, leaderboards, and evaluation jobs for models and prompts.	Open guide
Agent Studio	Design, test, publish, deploy, and monitor AI agents and multi-step workflows with tools, knowledge, schemas, runs, and endpoints.	Open guide
CCE	Context and Cognitive Engineering for prompts, context packs, memory, profiles, test suites, token analysis, regressions, and A/B tests.	Open guide
Data Studio	Create projects, manage datasets, design pipelines, label and curate data, and connect data workflows to Synthex, training, and evaluation.	Open guide
Launchpad	Discover, test, evaluate, and launch curated open-source and enterprise model templates with guided deployment paths.	Open guide
Model Fine-Tuning	Prepare datasets, choose base models, create fine-tuning jobs, manage adapters, evaluate outputs, and promote tuned models.	Open guide
Inwire Observe	Monitor model, agent, and platform behavior through traces, metrics, alerts, costs, drift, errors, events, topology, and runbooks.	Open guide
Infrastructure and Agents	Connect Kubernetes clusters, Docker VM targets, multi-cloud resources, and outbound-only Inwire agents to the control plane.	Open guide
Serving and Inference Gateway	Manage inference endpoints, keys, requests, observability, incidents, policies, rollouts, snapshots, routing, and failover.	Open guide