WORKSHOP IT vs Excession Labs

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

WORKSHOP IT compared with Excession Labs
Detail	WORKSHOP IT	Excession Labs
What it does	AI-powered requirements elicitation platform for project discovery	AI security agent and hosted model API for authorized testing
Stage	Startup	Not given
Founded	2026	Not given
Based in	AU	Not given
Pricing model	Not given	Not given
Pricing	Essentials: $500 per month (25 interviews, 1 Project Lead, 1 Delegate). Professional: $2,000 per month (200 interviews, 3 Project Leads, 9 Delegates). Enterprise: Tailored pricing available upon enquiry.	Starter $20/month with $30 credit; Pro $100/month with $175 credit; Max $200/month with $400 credit; Ultra $500/month with $1,250 credit. Pay as you go: add funds from $10 to $1,000, balance never expires. DeepSeek V4.1 Flash: $0.035 input, $0.005 cached input, $0.50 output per 1M tokens. DeepSeek V
Key features	Asynchronous stakeholder interviews Conflict highlighting and perspective mapping Real-time stakeholder clarification Current-state process flow generation Role-based access control	Terminal AI agent with parallel workers Per-tool allow, deny and ask rules Evidence-linked findings with severity and remediation steps OpenAI and Anthropic SDK-compatible API endpoints Session save, resume, fork and export Headless mode with JSONL output and exit codes for CI Support for MCP servers, skills, AGENTS.md, slash commands and hooks DeepSeek V4.1 Flash and abliterated variant models Cross-platform support for macOS, Linux and Windows Shared account balance between terminal agent and API
What makes it different	Reduces workshop scheduling delays by conducting interviews asynchronously before meetings Clarifies ambiguous stakeholder input in real-time unlike traditional surveys Designed by practicing business analysts for real project delivery challenges Does not use customer content to train AI models	Unified billing for both terminal agent and hosted API API compatible with OpenAI and Anthropic SDKs Evidence-based findings with source lines and reproduction steps Terminal agent with configurable tool rules and headless CI mode
Community votes	0	0
DR (Domain Rating by Ahrefs)	32 no change since last check	15 −1 (down) since last check
Trust Flow (Majestic)	10	0
Citation Flow (Majestic)	21	0
Referring domains (Majestic)	11	0

4 details filled in for both companies.

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