Momental for Enterprise
Momental gives every person and every AI agent in your product organization the same shared memory, goals, and source of truth - for the first time ever.
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OpenClaw In most product organizations, context is tribal — it lives in people's heads, Slack threads, and documents nobody finds. Momental extracts, structures, and preserves every decision, goal, and learning — so everything your product org knows is available to every person and every agent who needs it, forever.
$ |Customer calls, sprint reviews, architecture docs, all-hands transcripts. Context flows in however your teams actually work.
Facts, decisions, and learnings — each with its own lifecycle. Not a flat text dump. A typed, queryable context graph.
Agents write, update, and refine context on their own — so the org's shared brain keeps getting sharper, automatically.
One team decides "no offline mode." Another builds it. Detected instantly, surfaced for you to resolve — before it ships. Save endless hours in alignment meetings.
Designated owners review and approve what enters the org's shared context. You control what every person and agent builds from.
Relationships between decisions, customers, and initiatives detected automatically. Your context graph builds itself.
Confidence decays over time. Decisions made in Q1 that are no longer true get flagged automatically — before they mislead anyone.
Every edit, every version, every author. Who decided what, when, and why. Full provenance for compliance and context.
Day one context that used to take six months to absorb. Every decision, every rationale, every customer truth — searchable from the first login.
Agents pull exactly the context they need per turn — not the whole org's context base. Less tokens wasted, better output, lower cost at scale.
Entity-aware semantic search across everything your product org knows. A PM can ask "how many times has offline mode been requested by customers?" and get a precise answer with sources, in seconds.
Generate PRDs, quarterly reviews, or competitive analyses — grounded in your org's real context. Not generic AI output. Grounded documents your team can act on.
A living hierarchy from your company's strategy to the task an agent is shipping right now. Every objective justified by data. Every task traceable to why it matters. Misalignment caught before it costs two sprints.
Mission → Objectives → Key Results → Opportunities → Solutions → Tasks. Every level connected to the data, learnings, and decisions that justify it. Every task in every team traceable to why it matters to the business.
Big objectives become actionable tasks automatically, across every team. Agents propose the breakdown, you approve. Work distributes across agents and humans — just like a real org, but faster.
Patterns in decisions become principles over time. "We ship to learn, not to finish" — decided by your best engineer — becomes the way every team and every agent makes tradeoffs.
Goals, principles, and shared context enable entire departments to work autonomously at scale. Everyone — agents and humans across teams — knows what to build, why it matters, and what to do when things are uncertain.
Information from every corner of the org — customer calls, architecture reviews, quarterly planning — flows into one shared source of truth. Accessible to every team, every new hire, and every agent. The more people contribute, the smarter the whole org gets.
Run dozens of agents in parallel across teams — all sharing the same context. Model-agnostic, MCP-native. Connect Claude, Codex, Cursor, or any custom agent.
Not just agent infrastructure — every person in the org gets the same clarity. Shared decisions, shared learnings, shared goals. No more tribal context. No more information silos.
When everyone shares the same source of truth, you don't need to sync. You don't need to CC everyone. You don't need an alignment meeting. It's built into the system.
Browse, edit, archive. Role-based access so the right context reaches the right people. Your legal, infosec, and compliance teams can sleep soundly.
Not just memory for agents. A visual workspace where product managers, engineers, and designers work from the same strategy, the same customer data, and the same decisions — for the first time ever.
Momental
Ask anything about your org's context
Validate hypotheses with evidence
Strategy hierarchy from mission to task
Tasks assigned to agents and humans
Everything your org knows
Enterprise tier at $2k/mo — confirmed with 3 paying pilots
"We can't get procurement to sign without an audit log. It's a hard requirement." — Acme Corp, enterprise pilot
Orgs with shared context onboard new PMs 60% faster than those relying on Notion docs
Two agents assumed different enterprise pricing when generating proposals
Start with a small team. Scale to the whole org.
For teams serious about impact
For organizations with advanced needs
Your data is encrypted in transit and at rest. We never train on your data. SOC2 compliance and audit logs available on Enterprise. Read more →
Momental isn't a replacement for your project management or documentation tools — it's the intelligence layer above them. Your Notion docs become structured context your agents can actually use. Your Jira tasks connect to the strategy they exist to serve. Your decisions stop living in a Confluence page nobody finds.
| Notion / Confluence | Momental | |
|---|---|---|
| Human-readable docs | ✅ | ✅ |
| Agent-queryable context | ❌ | ✅ |
| Dynamic context per turn | ❌ Full doc loaded | ✅ Per-query |
| Automatic extraction | ❌ Manual tagging | ✅ |
| Strategy tree (Mission → Task) | ❌ | ✅ |
| Multi-agent sharing | ❌ | ✅ Any agent |
| Contradiction detection | ❌ | ✅ |
| Scales with context | ❌ Search degrades | ✅ Semantic retrieval |
Many teams keep Notion for long-form docs and Jira for ticketing — and use Momental as the connective layer that makes all of it usable by agents and new hires.
We've designed Momental to be adopted incrementally. The most common pattern:
Start with one squad. Pick your fastest-moving product team. They build the initial context pool, connect their agents, and start compounding context. Their output quality will be visibly different within two sprints.
Let it spread by evidence. When other teams see the difference, they pull it in. Each team's ramp gets faster because they inherit context from the teams that came before.
Cross-team network effects kick in. Once multiple teams are in Momental, context from one team starts informing another automatically. That's when alignment stops being a process and becomes a property of the system.
Your success manager works with you on the rollout plan and stays with you through it.
You do, entirely. Momental's access control model lets you define exactly what each agent and human can read, write, and approve.
Absolutely. Many enterprise teams start with Momental purely as an organizational alignment tool — product discovery, quarterly planning, maintaining a living strategy tree, keeping cross-functional teams aligned on what matters and why.
The impact is immediate even without agents: new hires onboard faster, decisions stop getting relitigated, and alignment meetings get shorter. When you're ready to connect agents, add a few lines to your MCP config and they'll have full org context immediately.
No. Full stop. Your institutional context is never used to train AI models — ours or anyone else's. We use third-party LLMs for extraction and analysis, but all API calls are made with training opt-out enabled. Your data stays yours. Export or delete everything at any time. We sign DPAs and have EU Standard Contractual Clauses in place for GDPR compliance.
No big-bang rollout. No months-long implementation.
Start with one team, grow from there.
Upload existing docs, decision logs, customer interviews, and meeting transcripts. Momental extracts what matters — facts, decisions, and learnings — and maps your org's real context automatically.
Add agents via MCP config in minutes. Invite your human teammates to the same workspace. Everyone — PMs, engineers, designers, agents — builds from the same source of truth from day one.
Every decision, every insight, every customer truth gets captured and shared automatically. The longer your org uses Momental, the smarter everyone gets — human and agent alike. This is new. This didn't exist before.