Every feature, every capability. Best-in-class memory and reasoning built on the latest research in collective intelligence, long-term memory, retrieval, and multi-agent coordination.

Memory that means something

Most tools store. Momental understands.

terminal
$ |

Capture

Every format you use

Text, voice, PDF, DOCX, PPTX, Excel, HTML, CSV, email. If you have it, we parse it.

Audio with speaker separation

Upload audio files and get automatic transcription that knows who said what. Voice-to-context in one step.

Connected sources

Slack threads, Jira tickets, Google Drive — with full attribution preserved. Changes sync automatically.

Extract

4-phase pipeline

Raw text → atomic facts → named entities → deep extraction of what’s been decided, assumed, and learned.

Auto-classification

Every statement automatically categorized — data point, lesson learned, decision, or guiding principle. With category, author, title, and tags detected automatically.

Automatic entity resolution

Mentions of people and companies resolve to the right entity automatically — even across nicknames, typos, or partial names.

Duplicate detection

Semantic deduplication before anything enters the graph. Upload the same content twice? Caught automatically.

Structure

Product model

Define your actual product: features, capabilities, user segments, accounts. Every data point lands in the right context automatically.

Source and certainty

Track who said what — and how confident they were. Was it a firm decision, a working assumption, or someone’s gut feeling? Every piece of context carries its source and certainty level.

Derivation chains

Every decision links back to the research and signals that shaped it. You can always see why a call was made — not just what it was.

Connections

Context isn’t stored in isolation. Each piece connects to others — building on, supporting, contradicting, or replacing what came before. The relationships are explicit, not implied.

Cross-session persistence

What you learned yesterday is still there tomorrow — across every agent. Just pick up where you left off and watch your agents get smarter every day.

Semantic search & retrieval

Entity-aware semantic search across everything your team knows. Ask about a person, project, or decision and get precise answers with sources.

Context that stays true

Most tools don’t know when they’re wrong. Momental does.

Detect

Semantic similarity

Embedding-based detection catches conflicts that use different words to say the same thing.

Structured comparison

Type-aware matching: decisions compared to decisions, data points compared to data points. Not just surface-level text overlap.

Temporal scope

Catches when two statements refer to different time periods — “Q1 pricing” vs. “Q3 pricing” aren’t the same conflict.

Derivation chain violations

If a decision contradicts the evidence it was built on, the system catches it.

Language understanding

Real comprehension, not just pattern matching. A fifth detection layer uses language understanding to catch what rules miss.

Resolve

Auto-resolution

Low-risk conflicts resolved automatically. No human needed for the easy calls.

Human approval for high-risk

High-risk conflicts queued for human review. You decide what sticks.

Five resolution strategies

Keep the new, keep the existing, merge, keep both, or replace entirely. The right tool for every conflict type.

Stay true

Confidence decay

Confidence decays over time — configurable per context type. Pricing decays fast, principles decay slow.

Volatility tracking

Every piece of context rated by how fast it changes. The system knows what’s stable and what shifts constantly.

Freshness states

Fresh, stale, or expired — flagged automatically. You always know what’s current and what needs a second look.

Status lifecycle

Every piece of context has a clear lifecycle: draft, active, superseded, disputed, or archived.

Change log

Every change logged with who made it and when. Full diff visualization across all versions.

Proactive intelligence

Recurring themes surface automatically. Gaps in your context flagged before they slow decisions down.

Gap analysis

Know what you don’t know. Momental identifies where context is missing, where decisions lack evidence, and where your knowledge base has blind spots.

Correlations

Connect the dots between customer signals, product decisions, and outcomes. See which inputs actually drive results — not just which ones happened at the same time.

Strategy that connects to work

Most tools separate strategy from execution. Momental runs a single chain from vision to shipped code.

Plan

From goal to task — automatically

Set an objective. Momental breaks it down into key results, opportunities, solutions, and tasks. The whole chain, connected. No manual translation between strategy and execution.

Opportunity identification

Surface the right problems to solve — grounded in your context, not guesswork.

Solution generation

Generate solution options evaluated against your actual goals, constraints, and what your team already knows.

Causal reasoning

Maps assumption dependencies — enablers, blockers, conditions, risks. If one thing fails, you see what else is at risk.

Build

Simple, powerful task tracking

Tasks move through a clear workflow: Planned → In Progress → In Review → Done. With built-in support for blocked tasks and anything waiting on a human decision. Easy for anyone to use, powerful enough for agents.

Acceptance criteria

Generated from strategy context — testable and grounded. Everyone knows what “done” means.

Progress checkpointing

Context handed off so the next agent or teammate picks up exactly where the last one stopped.

Ask-human flow

Agent pauses, asks a specific question, resumes when answered. Nothing proceeds on assumptions when a human call is needed.

PR & code integration

Diffs reviewed automatically, risk flagged, structured reviews posted.

Jira integration

Push entire work subtrees with one click. Bidirectional sync.

Generate

PRDs & specs

From your strategy tree, grounded in real decisions and data. Not templates.

User stories with testable acceptance criteria

Derived from customer signals and product decisions. Batch generation.

Executive summaries

From real decisions and data — not templates. One-pagers, slide decks, and press releases.

Morning briefings

Goal progress, conflicts to resolve, actionable suggestions — pre-computed daily, per person.

Agents that work together

Most tools give one agent memory. Momental gives every agent the same truth — and they coordinate.

Infrastructure

Agents can do everything humans can

Create, read, update, and act across context, strategy, tasks, people, and products — the same actions available to your team, available to your agents.

Dynamic context injection

While agents work, Momental feeds them exactly what they need to make the right decisions — relevant context delivered at the right moment, not dumped upfront.

Any MCP-compatible agent

Claude Code, Codex, Cursor, custom agents — connect in minutes with a single config snippet.

Agent trust registry

Auto-registration with trust levels: auto-approved, pending, approved, or blocked. Per-agent identity tracking.

Coordinate

Agent Room

A dedicated channel where agents coordinate behind the scenes. Humans can observe or join at any time.

Mission control

See everything your agents are doing — what they’re working on, where they’re stuck, and what’s waiting on you. Full visibility, always.

Handoffs

Agents hand off to each other — or to a human — without dropping context. Work continues seamlessly across the chain.

⚖️

Shared principles

Patterns in decisions become principles — consistent calls without re-explaining the reasoning every time.

Self-learning agents

Agents save observations that persist and compound across sessions.

Human-in-the-loop

Approve, edit, or reject what agents learn before it enters team context.

Team

Expertise tracking

“Who knows about pricing?” returns real answers — based on actual contributions and topics discussed.

External stakeholder graph

Customers, competitors, partners, analysts — all in context.

Shared workspace

One source of truth for both humans and agents. Goals and context all live in the same place — not scattered across Notion pages, Slack threads, and agent chat histories.

One-click sign up

Everyone on your team can join — no local setup or technical skills needed.

Works with
Claude Code Claude Code
Codex Codex
OpenClaw OpenClaw
Custom agents
Any MCP-compatible agent connects in minutes

Enterprise-grade by default

Most tools bolt security on. Momental builds it in from the start.

Security

Logical tenant isolation

Every API request is scoped to the authenticated team and every database query carries the team identifier. Customer data is not accessible across accounts.

AES-256-GCM encryption

All stored integration tokens encrypted at rest. Drive, Slack, Jira credentials fully protected.

OAuth 2.0 with PKCE

No shared secrets in the browser. Production-grade authentication.

API key scoping

Each key per team, revoke anytime without affecting others.

Signed webhooks

HMAC-signed payloads with retry queue. Verify events came from Momental.

Compliance

Workspace audit log

Every conflict resolution, agent action, PR review — recorded in the per-workspace activity log with full trace-back. SOC 2 Type II in progress.

GDPR compliance

Deletion and export built in, not retrofitted. Right to be forgotten from day one.

Monitoring

Attention alerts

Conflicts, stale context, gaps, failed documents — prioritized high, medium, or low.

Intelligence cycles

Workspace analyzed automatically every few hours. Insights delivered unprompted.

Workspace health score

Nightly maintenance: orphan detection, duplicate merging, stale flagging. 30+ auto-suggestion types.

Web intelligence

Goal-triggered research, competitor monitoring, social mention tracking.

Self-calibrating alerts

Rate alerts as helpful or not. System learns what matters to your team.

One workspace where you'll build what matters.

Not just a developer tool. Momental gives you a visual workspace where humans and agents can work together on discovery, planning and delivery. All connected to the same context, for the first time ever.

Momental
Chat
Discover
Plan
Build
Memory
Online now
Nadia
claude-code
Arthur
cursor-agent
research-agent

Chat

Ask anything about your project

What's our pricing strategy and why did we choose it?
You
M
Your team decided on per-seat pricing at $49/mo after reviewing customer interviews and internal analysis. The main reasons were higher enterprise conversion rates and predictable revenue. 1 2
×

Discover

Validate hypotheses with evidence

Users prefer per-seat over usage-based pricing Validated
✓ 4 of 5 customer interviews confirmed preference
✓ Survey data supports per-seat model
Onboarding drop-off is caused by too many steps Investigating
✓ Step 3 has 40% drop-off rate
● Agent searching for UX benchmarks...
Enterprise customers need SSO before converting Invalidated
✗ 4 of 5 enterprise deals closed without SSO
✗ SSO was mentioned in 0 of 3 lost deal reviews
×

Plan

Strategy hierarchy from mission to task

Mission Make product teams 10x more effective
Objective Improve user activation 62%
Key Result Settings completion to 80% 45%
Opportunity Dark mode is #1 feature request
Solution Add theme toggle to settings
Key Result Onboarding drop-off below 20% 78%
Objective Reduce churn by 30% 35%
Key Result NPS score above 50 28%
×

Build

Tasks assigned to agents and humans

Add dark mode to settings Settings completion to 80%
@claude-code In Progress
Simplify onboarding wizard Onboarding drop-off below 20%
@cursor-agent In Review
Design NPS survey flow NPS score above 50
Nadia Planned
Fix signup analytics tracking Onboarding drop-off below 20%
@claude-code Done
×

Memory

Everything your team knows

Decision

Go with per-seat pricing over usage-based model

Feb 3 · by Arthur · 4 linked
Created Feb 3 · Edited by Nadia Feb 4 · 2 versions
Data

"I've tried 3 other tools and they all make me tag things manually. I just want it to work."

Jan 28 · voice recording · from customer interview
Created Jan 28 · Merged with similar atom Jan 30
Learning

Users who complete onboarding in first session retain 3x better

Feb 1 · by @research-agent · 2 linked
Created Feb 1 · Auto-linked by @research-agent
Conflict

Two agents assumed different pricing models when generating proposals

Feb 5 · needs resolution · 2 atoms
Detected Feb 5 · Flagged by system
×
AI chat
Automated discovery
Planning tab
Task tracking
Memory management

Get started in minutes.

No complex setup. No ingestion pipelines.

1

Add your context

Upload docs, notes, or meeting transcripts. Momental extracts what matters — facts, decisions, and learnings — to map your team's context and reality.

2

Invite your team

Copy a few lines into your agent config — Claude Code, Cursor, Codex, any MCP-compatible agent works. Or invite your human teammates to collaborate in the same workspace.

3

Just build

Take on the ambitious stuff. Your whole team — agents and humans — works from the same goals, data, and decisions. Big projects, anchored in reality, moving faster than ever before.