Teams building with agents remember more with ULTRAMEMORY.
From multi-agent platforms to coding assistants and customer-facing bots — see how teams gave their agents one shared memory, and what changed.
- user
- agent
- tool / web
- ×4
- ×3
- ×2
Teams building with agents.
- Northwind AI
- Carbon Labs
- Helix Dev
- Forge Agents
- Vela Support
- Atlas Knowledge
- Loop Robotics
- Pier 9
One team, told well.
Lead with a multi-agent team — the wedge in a customer's voice.
Gave an orchestrator and its subagents one shared memory, so the same answer no longer gets re-derived by every agent.
Read the story →Proof across every use case.
Pick a use case to see who it's for — each story links to its own page.
- All stories
- Agent teams
- Coding assistants
- Chatbots
- Personal / Knowledge
- Coding assistants
Their coding assistant remembers project conventions across sessions instead of relearning them each time.
TBDcontext re-reads avoidedRead the story → - Chatbots
A support assistant remembers each customer, so replies feel personal and pick up where the last chat left off.
TBDrepeat-question rateRead the story → - Personal / Knowledge
One memory across a knowledge worker's tools, so the assistant recalls what was decided weeks ago.
TBDrecall on older factsRead the story → - Agent teams
Peer agents stay in sync on shared facts, with conflicts resolved to the current truth instead of contradicting each other.
TBDfewer contradictionsRead the story → - Coding assistants
The right memory surfaces fast enough to stay in the editing loop, every keystroke.
TBDp95 retrieval in the loopRead the story → - Chatbots
Private and shared memory kept separate, so a customer-facing bot only recalls what it's allowed to.
TBDprivate/shared boundaryRead the story →
Real teams, real metrics.
Each figure ties back to the story it came from. Production-speed numbers come straight from the benchmarks.
- -63%repeated work across agentsA multi-agent dev-tools team
- 1shared memory across the whole agent teamA multi-agent dev-tools team
- TBDfewer contradictions between agentsForge Agents
One quote that says it.
“Our agents stopped contradicting each other. One shared memory, and the whole team finally agreed on what was true.”
Engineering lead · multi-agent dev-tools team (anonymized until permission lands)
Give your team's agents a memory they share.
Free to start, pay for what you use. Drop it into any agent or tool in minutes.