Agentic Consulting & Delivery
We design and ship agentic systems for teams that need durable operating leverage — not chatbots, not POCs, production workforces.
- Agent + workflow architecture
- Cloud + data foundations
- Governance & observability
The CGAI Group designs agentic systems that plan, decide, and ship — replacing brittle automation with workforces of specialist AI agents, governed end‑to‑end.
We design and ship agentic systems for teams that need durable operating leverage — not chatbots, not POCs, production workforces.
A working lab. We prototype, harden, and productionize at the edge of model orchestration, generative media, and synthetic data systems.
We help leadership make the decision — then operationalize the story through agentic content, media, and go‑to‑market workflows.
The generative operations engine. A thin input — a name, a brief, a target — becomes a complete research, strategy, and delivery package, produced by pipelines of up to 40 specialist agents.
Universal engine, bottled expertise. Workflow Packs encode entire disciplines. Output is fully white‑label, branded to your studio.
We run our own business on the Ignition CLI/API — inbound comms intake, pre‑sales automation, and engagement provisioning all flow through it.
The workflow, governance, and orchestration layer that runs CGAI itself. Orbit coordinates agents, approvals, routing, and reviewable execution across the company.
Multi‑tenant, RLS‑isolated, Kanban‑native. Mission Control gives leadership a real‑time read on every agent, every task, every decision.
Every engagement is shaped by the same operating loop. It's how one founder and a governed fleet of AI agents ship like a much larger studio.
We decompose your operation into the agents that should exist. Roles, decision rights, escalation paths — written down before a single prompt is shipped.
Specialist agents are instantiated from our Workflow Pack library, then tuned to your data, tone, and policy. Models routed by tier; no vendor lock‑in.
Orbit takes over: routing, approvals, audit, observability. Every output is reviewable, every decision traceable, every cost attributable.
Patterns that work become Packs. Packs compound. Your workforce gets cheaper, faster, and more expert with every engagement.
One founder, a COO agent, a CTO agent and chief-of-staff agents for Creative, Platform and Watch, each with a bench of specialist agents. Every agent works under a written charter, with decision rights and escalation paths.
Founder. Final say on direction and every publish.
COO agent and front door. Takes in work and routes it across the fleet.
CTO agent. Architecture, code and shipping.
Creative chief-of-staff agent: story, media and brand.
Code-built video: reels, explainers and launch videos
Social posts and distribution
Likeness, rights and disclosure checks before anything publishes. Advisory, not legal review.
Platform chief-of-staff agent: infrastructure, performance and quality.
Link, visual and redaction checks before changes ship.
Watch chief-of-staff agent: monitoring and alerts.
Watches the status pages of the cloud and AI services we depend on and flags disruptions.
Keeps both websites fresh and accurate
Multi-cloud architecture and cost second opinion.
Apart from founder Marc Wojcik, everyone on this page is an AI agent. None is a person, and none is modeled on or speaks for a real person.
Products, open source, and channels that take CGAI’s agentic work into the world.
id: foreset-ai type: consumer status: active agents: 10 stack: next.js · strands · gemini
AI college & career advisory with 10 specialized agents guiding students from discovery to acceptance.
id: cardscout type: consumer status: simulation stack: fastapi · claude · strands
An AI sports-card deal finder: fair-value analysis, deal scoring and simulated bidding.
id: agentify type: tooling status: active supports: [strands, crewai, langchain, n8n] mode: no-code · “I’m feeling lucky”
No-code AI agent builder supporting Strands, CrewAI, LangChain, and N8N — with an auto-config mode.
id: cgai-soundworks type: creative-studio status: active platforms: [music, video, label]
Generative music, video, and AI record-label operations across three agentic platforms.
id: leadlens type: vertical status: active domain: real-estate trades stack: next.js · maplibre · scoring
AI lead generation for real-estate trades — public data and aerial imagery scored into ranked, CRM-ready prospects.
id: cgai-howto type: channel medium: youtube handle: @CGAIHowTo topic: agentic-ai · tutorials
Practical agentic AI tutorials, concept demos, and automation patterns from the studio.
The Anthropic IPO S-1 exposes revenue, concentration and compute commitments. CGAI explains the vendor-risk, contract and architecture decisions that…
SXSW 2027 bets on human creativity over AI, adds a Podcast Festival and rebuilds Austin logistics. Here is what is confirmed and how to plan participation.
AgentCore runtime instances run agents on EC2 for up to 14 days. CGAI analyzes cost, governance and when to leave the microVM runtime.
Reach the founder directly.