| Starting Workflow |
Blank text prompt box. Requires prompt engineering and extensive instructions. |
Instant 30s Start. Pretrained for role with locked domain guardrails. |
| Deliverable Format |
Raw markdown chat text. You have to reformat, copy, and paste into spreadsheets or decks. |
Production Files. Formatted .xlsx models, signed-off PDFs, and clean code PRs. |
| Communication Channels |
Browser tab or standalone chat app only. Must switch contexts continuously. |
Lives in Chat. WhatsApp, Telegram, Slack, Email, and Cockpit. Delegate by voice memo. |
| Domain Accuracy |
High hallucination rate on complex numbers, statutory rules, or specific industry jargon. |
Audited Domain Rules. GAAP checks, HIPAA compliance, MLS rules, and statutory standards. |
| Company Memory |
Amnesiac context loss between sessions. Forgets past preferences and brand guidelines. |
Persistent Private Memory. Learns company guidelines, style guides, and past decisions forever. |
| Complex Multi-Tasking |
Single prompt thread. You act as the project manager orchestrating each step. |
Multi-Agent Squads. Principal Leads break objectives into research, copy, and code tracks automatically. |
| Confidentiality & Privacy |
Public models may train on prompts unless on expensive enterprise tiers. |
Zero AI Training Policy. Tenant isolation, private memory, and 100% client IP ownership. |