Your data.
Your company.
Your agents.
Assemble runs on the data you already have and the way you already work. Build a fleet of agents that monitor, act, and augment your team — each one smarter the longer it sits inside your business.
- SlackDMs and channels
- TeamsMicrosoft Teams chat
- iMessageText it like a coworker
- WhatsAppOn the road, on your phone
- EmailReply-all and cc:
- WebAssemble workspace
Plug in everything
you run on.
Every source is ingested once, versioned, deduplicated at the row level, and re-queryable by any agent — without pipelines, without a data team, without leaving Assemble.
It's your data, your company, your intelligence.
Assemble isn't a generic model dropped on your stack. It's a private operating brain trained on your systems, your rules, and your team's way of working — and it compounds.
Four moves from scattered data to shared intelligence.
Connect
Databases, spreadsheets, PDFs, SaaS tools, MCP servers. One-click OAuth or a read-only key. No pipelines to build, no data team required.
Teach
Upload a glossary, paste a formula, or just correct an answer. Every correction becomes a workspace rule, tagged to its author and auditable forever.
lost_customers(period)
/ active_customers(period.start)
Ask
The whole team shares one chat. Every answer arrives with sources, citations, the code it ran, and a confidence score you can take to the board.
Compound
Heartbeat monitors watch your KPIs while you sleep. The knowledge graph grows. Accuracy compounds. Your team feels the difference inside a month.
Ask like a human. Get answered like an analyst.
Drop a question in Slack, email, or the workspace. Assemble reads the systems it's connected to, applies your rules, and replies with a cited answer — usually in under a second.
- Citations on every number, clickable back to the source row
- Follow-ups inherit context; no re-priming the model
- Share answers as live artifacts — they keep updating
Your board deck, but it writes itself.
Pin any answer as an artifact — a living document that re-runs its queries on schedule. Board decks, QBR prep, investor updates: draft once, stop redoing them.
- Charts, tables, and prose that stay in sync with the source
- Export to PDF, Notion, or Google Slides with one click
- Versioned; diff any two snapshots
Not just dashboards. Agents that pick up the pencil.
Monitoring is table stakes. Assemble agents draft memos, email customers, update records, and route approvals — inside the permission scope you give them, with a paper trail on every action.
- Scoped permissions — what each agent may read and write
- Human-in-the-loop or fully autonomous, per agent
- Every action reversible; every action audited
Nothing is ever just a chart.
Every answer is a first-class artifact — browsable, reviewable, auditable. Your team can validate it, dispute it, or cite it in the board deck. Forever.
A team of agents, not a single assistant.
Spin up as many agents as your team needs — each one scoped to a domain, trained on your rules, and wired into the systems it's allowed to touch. Some monitor. Some act. All of them augment your people.
The longer it runs, the smarter your company gets.
Every question answered becomes a reusable rule. Every rule becomes an agent. Every agent teaches the next one. Your institutional knowledge finally has a place to live that isn't Ana's head.
Built for the compliance review, not just the demo.
Your data never trains a shared model. Every agent runs in a permission scope you control. Everything an agent touches leaves a diff.
Your company has an operating brain. It just doesn't know it yet.
20-minute walkthrough. Bring one question you asked your last board meeting — we'll answer it live, with sources.