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Team Memory · Collective Dreams

DreamHive —
The Team's Living Brain

Collective REM intelligence that dreams every night across your entire team. New hires inherit 18 months of institutional knowledge in 4 minutes.

N² switching cost BiOtA collective replay REM Score 92+
Deploy DreamHive → See how it works

No credit card · 4-minute setup · SOC2 ready

The Problem

Knowledge leaves when people leave.

Every time someone quits, context disappears. Onboarding is a black hole. Decisions made six months ago are lost forever. The Hive fixes this.

Traditional team knowledge
—
Siloed Each person's expertise lives only in their head or personal notes. No one can access it but them.
—
Flat Wikis and Notion pages. Static docs that go stale instantly and never surface proactively.
—
Static Knowledge isn't synthesized overnight. No one discovers what's changing or diverging until it's too late.
—
Lost when someone leaves Avg 6-month ramp time per hire. 73% of institutional knowledge is never documented.
DreamHive
✓
Living knowledge graph Every interaction, PR comment, and decision feeds the Hive automatically. No manual curation.
✓
Collective nightly dreaming BiOtA runs across the full team graph every night. Patterns surface. Divergence is detected.
✓
Institutional memory that compounds The Hive gets smarter every night. The longer you run it, the higher your N² switching cost.
✓
New hires inherit everything Connect to the Hive on day one. Full team brain available in 4 minutes, not 6 months.

How It Works

Four steps to a smarter team.

Every agent interaction, every commit, every decision — continuously fed into a Hive that dreams and synthesizes every night.

01
Every interaction feeds the Hive
Code patterns, PR comments, architectural decisions, bug fixes, code review feedback — all routed to the collective memory graph automatically via MCP or API.
02
Nightly collective ContextDream
At 2AM, the Dream Engine runs BiOtA and SHY pruning across the full team's memory graph. Redundancy is compressed. Signal is amplified. Cross-member patterns are linked.
03
Dream Engine synthesizes insights
"Your team's microservices are diverging in error patterns — standardize on X for +37% velocity." Actionable team-level intelligence lands in Slack every morning.
04
New hire connects → full brain
Day one: the new hire's agent connects to the Hive. 18 months of architectural decisions, debugging patterns, and team norms — available instantly. Ramp time: 4 minutes.

Vertical Templates

Pre-loaded intelligence for your team type.

Deploy a Hive tuned for your domain. Pre-seeded with the memory schemas, synthesis rules, and insight templates your team needs on day one.

⚙
Engineering Hive
Microservice patterns, PR norms, and error-handling schemas pre-loaded. Detects architectural drift nightly. Onboards devs with full codebase context.
🔬
Research Hive
Paper synthesis, citation graphs, and hypothesis tracking. Dream Engine surfaces cross-paper patterns your team hasn't seen yet. BiOtA-driven literature review.
📊
Sales Hive
Deal patterns, objection handling playbooks, and customer intelligence. New reps inherit every won deal, every lost deal, every buyer signal your team has seen.
🗺
Product Hive
Feature decisions, user feedback synthesis, and roadmap signals. Dream Engine tracks which user requests keep recurring and surfaces them before you miss them.
📣
Marketing Hive
Campaign performance, audience insights, and creative patterns. The Hive learns what resonates. New campaigns start with the full institutional memory of what worked.
🎧
Support Hive
Ticket resolution patterns, escalation signals, and product feedback routing. Dream-to-Action triggers fire automatically when pattern thresholds are crossed.

Admin Dashboard

Full visibility into your collective brain.

See every member's contribution, monitor collective REM score trends, configure dream schedules, and track Dream-to-Action trigger history — all in one place.

N² compounding effectEach new member multiplies the Hive's intelligence — not adds. 10 members = 100 connection pairs, 50 members = 2,500.
Dream-to-Action triggersWhen the Dream Engine detects an actionable pattern — a Slack message fires, a Jira ticket opens, a webhook hits your system.
BiOtA convergence scoreTracks how well your team's knowledge graph has converged. 0.94+ means high alignment. Watch it grow over time.
DreamHive Admin · Live
Acme-Eng-Hive 🔥
23 Members · Engineering Template REM Score 92
4 min
avg ramp-up time
58%
token savings
412
Dream-to-Action triggers
0.94
BiOtA convergence
Dream cycle running · 02:14 remaining

Pricing

Start free. Scale with your team.

Every tier includes collective dreaming. Enterprise unlocks SSO, VPC self-host, and SOC2 compliance. Open source for the builders.

Team
$49/seat
per month · billed annually
Start free trial
  • ✓ DreamHive collective memory
  • ✓ Nightly collective dreams
  • ✓ All 6 vertical templates
  • ✓ Admin dashboard
  • ✓ Dream-to-Action triggers
  • ✓ Slack / Teams integration
  • ✓ Basic SSO
Best for scale
Enterprise
Custom
contact for pricing
Book a call
  • ✓ Everything in Team
  • ✓ SSO / SCIM provisioning
  • ✓ Self-host VPC deploy
  • ✓ SOC2 Type II
  • ✓ Custom Hive templates
  • ✓ Dedicated BiOtA clusters
  • ✓ SLA + dedicated support
Open Source
$0
self-hosted · free forever
  • ✓ Full Dream Engine
  • ✓ BYO-LLM support
  • ✓ Self-host on any infra
  • ✓ Runs on 512 MB RAM
  • ✓ Full API + MCP server
  • ✓ Community support
  • ✓ MIT licensed
Full pricing comparison →

Get Started

Deploy DreamHive
in 4 minutes.

Connect your team's agents. The Hive starts dreaming tonight.

Get started free → Book a demo

Team plan starts at $49/seat/mo · Enterprise custom · Open Source free