Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryops efficiencyops efficiency
Time-to-Value1–2 weeks (~7d)2–4 weeks (~21d)
Typical annual TCO$12,000/yr$9,600/yr
Starting price$96/yr$96/yr
Implementation feeNoneNone
Seat tiersFree plan for unlimited members; Starter and Business charge per paid member; Enterprise from 30 membersNo minimum number of users; Team plan covers up to 100 users; Business and Enterprise scale by contract.
Implementation friction2/52/5
Friction meter
Best forCross-functional product, design, and engineering teams running discovery, workshops, retros, and roadmapping on one shared canvas; Distributed organizations that need a single visual workspace for planning, diagramming, and async collaboration; Teams that want AI agents (Sidekicks) and repeatable multi-step AI workflows (Flows) inside their collaboration tool; Enterprises that need SSO, SCIM, audit logs, data residency, and ISO 42001 AI governance; Consultants and agencies that run client workshops and need visitor/guest access and unlimited workspacesL&D teams that need to scale expert-authored content without a large instructional-design department; Enterprises consolidating several legacy LMS/LXP tools into one platform under a single contract; Global, multilingual workforces needing AI translation, mobile delivery and consistent compliance training; HR organisations that want Workday, SAP SuccessFactors or BambooHR data to auto-enrol learners
Not forTeams looking for a system-of-record for task tracking, sprint execution, or issue management; Individuals who only need lightweight notes or documents; Buyers that require HIPAA or FedRAMP certification today; Organizations wanting a single all-in-one tool instead of pairing a canvas with Jira, Confluence, or FigmaBuyers who want transparent, published per-seat pricing above 100 users; Business and Enterprise are custom-quoted; Teams that mainly want a large third-party off-the-shelf course library rather than internally authored content; Organisations requiring certifications such as FedRAMP or HIPAA that the vendor does not publish
Stack fit matrix
SalesforceNot supportedIntegration
AWSIntegrationNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceIntegrationNot supported
Microsoft 365IntegrationIntegration
SAPNot supportedIntegration
SlackIntegrationIntegration
MCP (Model Context Protocol)NativeNot supported
Compliance
SOC 2 Listed Not listed
ISO 27001 Listed Not listed
GDPR Listed Not listed
HIPAA Not listed Not listed
FedRAMP Not listed Not listed
ISO 42001 Listed Not listed
IAPP AIGPnamed staff Not listed Not listed
Company & support
Who is behind each solution, and how you reach support. “Not listed” means the vendor’s public pages don’t mention a channel, not that it is unavailable.
Founded2011 (15 yrs)Not recorded
HeadquartersNot recordedNot recorded
PhoneNot listedNot listed
EmailPaid plansNot listed
Live chatNot listedNot listed
Support portal / ticketsNot listedNot listed
Community forumAll plansPlan not stated
Help centre / docsAll plansAll plans
Dedicated account managerEnterprise onlyEnterprise only
In person / on-siteNot listedNot listed
Support hours24/7Not recorded
Response timeGuaranteed SLAs with Enterprise Premium support add-onNot stated
AI & MCP readiness
Whether each solution can join your AI stack, and what it asks of you to do so.
MCP connectionreaches AI clientsOfficial serverNot supported
AI featuresAgentic workflows; Document processing; AI governance toolingCopilot / assistant; AI search; NLP automation
Built around AI?AI added to an existing productNot recorded
Trains on your dataNever trains on your dataNot recorded — ask the vendor
Runs onAnthropicNot recorded
AI pricingIncluded in the planNot recorded
Model keyNot recordedNot recorded
AI usage auditFull audit trailNot recorded
Quadrant view
Where the 2 selected solutions land on the same value plane. Toggle axes to compare on cost, speed, friction, or buyer score.
Quadrant view
Typical annual cost × Time-to-value
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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