Build workflows your team can run — not just chats.
SnapOps turns your best prompts into reliable Ops: repeatable workflows built with your knowledge, guardrails, and tools. Start in Chat, save a Snap, combine Snaps into Swarms, then run an Op whenever you need consistent results.
- ChatExplore the task + lock the output format.
- SnapSave a reliable helper with guardrails.
- SwarmsConnect steps into an end-to-end flow.
- OpsRun the workflow whenever it repeats.
Tell us the repeat task + the output you want. We’ll recommend the best build path.
Request Builder →Plans
Start in Demo. If you want a real workflow, request Builder access and we’ll prioritize the Ops people need most.
- Start chatting in seconds
- Try structured outputs
- See Snap → Swarm → Op ladder
- No commitment
- Save & organize conversations
- Reusable prompts & quick actions
- Private workspace
- Better limits + priority features
- Snaps (single job helpers)
- Swarms (multi-step teams)
- Ops (repeatable workflows)
- Orchestrate work end-to-end
Chat
Chat is where you explore the job-to-be-done and lock the output format. When a task repeats, convert it into a Snap → Swarm → Op so your team gets consistent results.
Move from ‘good answer’ to ‘usable artifact’ (JSON, docs, steps, checklists).
Define what the assistant can/can’t do so results stay on-task.
When you do it twice, save it as a Snap and stop rewriting prompts.
Triage + draft replies + escalate with your knowledge base.
Example Op: tag → research → draft → approve → send
Request this Op →Research leads + write personalized follow-ups + log CRM updates.
Example Op: enrich → personalize → sequence → log
Request this Op →Pull sources + summarize + produce a weekly brief you can trust.
Example Op: collect → extract → summarize → publish
Request this Op →Snap
A Snap is a single job helper: one objective, clear inputs, predictable outputs. It can use knowledge, memory, tools, code, and web access (if enabled).
- One objective, one configuration
- Guardrails + structured outputs
- Uses your knowledge + tools
- Runs alone or inside an Op
Swarms
Swarms connect steps into a system: research → decide → produce → update tools. Use an orchestrator when you want routing (send the right input to the right Snap/Swarm).
- Step-by-step pipelines
- Pass outputs between steps
- Swap one step without rebuilding everything
- Designed for end-to-end tasks
Ops
Ops are the sellable unit: a workflow your team can run on demand with consistent structure. Think “one click to get the weekly brief / triage the inbox / update the CRM.”
- Bundles one or more Swarms
- Runs with the same structure every time
- Built for ‘do this again’ work
- Easy to tweak, rerun, and improve
How it works
Try the experience and see the ladder.
Define inputs + output format + guardrails in Chat.
Build Snap → Swarm → Op so your team can run it any time.
Pricing
Pricing is launching soon. For now, Demo is free and early access requests help us prioritize which Ops to ship first.
Early access / questions
Tell us the repeat task you want automated. Keep it simple — we’ll follow up.