Services
Custom AI engagements on the Groupemedia Foundation platform — substrate, platform, workflows, evals, embedded surfaces, and feedback loops, built on demand for your team. Model-agnostic, self-hostable, and owned by you. Want a packaged version instead? See Products → Each service stacks; start anywhere, grow into the rest as the work demands it.
Data Foundations
One trusted set of data your dashboards, your AI, and your agents can all read. Clear owners, freshness targets, and access controls from ingest to query.
Data Lake & Lakehouse
The storage and ingestion sub-service under Data Foundations. A lakehouse on open table formats with streaming and CDC ingestion, lineage, dead-letter handling, and retrieval indexes. One substrate for analytics, AI, and operational tools.
AI Platform
One operating layer for the AI models, tools, and data your teams use. Cost, quality, and governance you can see. Provider choices — hosted, local, or self-hosted — you can change without rewriting the system.
Agent Workflows
AI agents that act on business events with the tools, memory, approvals, and traces you can audit. Workflows that ship to production, not just demos.
Benchmarks
A test set built from your production traffic that catches AI regressions before they ship. Prompt or model changes have to pass quality, latency, cost, and safety thresholds before users see them. Requires production traces to draw from.
Conversation Intelligence
Every conversation your customers and teams have — across support, email, chat, messaging, and voice — turned into signal you can act on: what's breaking, what's selling, what to fix, what to ship next.
LLM-Ready Knowledge Base
A company knowledge base built from your actual data sources — documents, tickets, code, conversations, structured records — chunked, embedded, permissioned, evaluated, and kept fresh on AWS so AI systems can cite real answers instead of guessing.
Self-Optimizing Agents
An optimization loop that proposes variants of your AI workflows — different prompts, models, retrieval, tool budgets, even generated code — and only promotes the ones that improve under quality, latency, cost, and safety gates.
Embedded Agents
An AI agent that lives inside your website, app, or voice line — with the persona, knowledge, and tools you approve, and a real outcome for every conversation that doesn't end in a clean answer.