Thor vs. Viktor, Stilla, and the other
"AI teammate" tools

Thor is context infrastructure for AI-native software teams, a living, checked record of what's true, with a person approving every update. Viktor, Stilla, Modem, Glue, Samepage, EpicWise, and Supermemory all get compared to Thor because they use similar language: AI teammate, company brain, context for agents. The job each one actually does is different.

ViktorStillaModemSupermemoryGlueSamepageEpicWise

At a Glance

ToolBuilt forActs without approval?Requires switching tools?
ThorSoftware delivery specificallyNo. Proposes, a person approvesNo. Works in your existing stack
ViktorAny function (ops, marketing, eng)Executes autonomously, confirms high-stakes onlyNo. Slack/Teams native
StillaWhole company, general teammateExecutes on a tap, broad automationNo. Slack/Teams native
ModemProduct feedback & triageCreates tickets from chatNo
SupermemoryAgent memory + Slack "brain"Acts + replies unprompted in SlackNo. Slack native
GlueAI-native team chatAssistant replies in-thread when askedYes. A new chat home
SamepageAll-in-one collaboration suiteNo. Human-driven workspaceYes. Replaces several tools
EpicWiseProgram & roadmap reportingAuto-generates status rollupsNo. Sits on top of your PM tool

One by one, fairly

Viktor

"Not a tool. A hire."

Viktor is a strong pick if you want one generalist AI employee across marketing, ops, sales, and engineering, with the broadest tool count of anyone in this comparison. Thor doesn't do that. Thor is built for the specific job of keeping software-delivery context true across your stack, not replacing headcount company-wide.

Modem

"Product execution for the AI era"

Modem is genuinely strong at one specific job: turning scattered product feedback into a triaged backlog and coding-agent-ready tickets. If your pain is specifically feedback chaos, Modem may fit better. Thor's context layer covers the wider delivery system, decisions, commitments, and status, not only the feedback-to-ticket path.

Stilla

"The AI teammate that gets work done"

Stilla is the closest general shape to Thor here: a teammate across Slack, Linear, GitHub, and meetings that executes with a tap. If what you want is one broad automation teammate that also does meeting notes and coding, Stilla's bundle is real. Thor stays narrower on purpose: an opinionated context layer for software delivery, not a general-purpose automation suite.

Supermemory (Company Brain)

Highest naming overlap

Supermemory literally uses the phrase "context infrastructure for AI agents", the same words Thor uses. The job is different: Supermemory's strength is memory-engine quality and an autonomous Slack agent that acts and replies unprompted. Thor's bet is a governed, sourced, reversible record where a person approves what becomes official, not the best retrieval store that also chats.

Glue

"AI-first chat for teams"

Glue rebuilds team chat around AI from the ground up: the assistant lives in every thread, and conversations stay small and focused instead of sprawling channels. If you want a new chat home designed for AI, Glue is the genuine article. Thor doesn't replace your chat. It works inside the Slack or Teams you already use and keeps the delivery record true underneath the conversation.

Samepage

"One workspace for everything"

Samepage bundles docs, tasks, calendars, and chat into a single collaborative workspace, one login instead of five tools. If tool sprawl itself is your problem, consolidation like that is a real answer. Thor takes the opposite bet: your team keeps the tools it already likes, and Thor keeps the context between them accurate.

EpicWise

"Roadmaps that update themselves"

EpicWise is built for the reporting layer: it rolls sprint activity up into epic and roadmap status leadership can read without asking anyone. If your pain is upward visibility, that focus pays off. Thor works a level below, keeping decisions and commitments true at the source, so any rollup, EpicWise's included, has accurate inputs.

FAQs

Isn't this just the same thing with different branding?
The category language overlaps on purpose: these are the tools buyers actually compare Thor to. The job each one optimizes for is genuinely different; see the table above.
Which of these should I actually use instead of Thor?
It depends on the job. A generalist AI employee across functions is Viktor or Stilla. Product feedback into tickets is Modem. A new AI-native chat home is Glue. One workspace instead of several tools is Samepage. Roadmap rollups is EpicWise. Agent memory that also chats in Slack is Supermemory. Thor is for keeping software-delivery context true in the stack you already use, with a person approving what becomes official.