02 · Coordination layer
MSR Platform / Swarm
See every agent, route every job. A local-first operating layer for coordinating agents, building internal tools, running research, and keeping the whole swarm visible.
Open the workspace
Every tab has a job.
Switch views to see how the tool moves from setup to action, then run the scripted example.
Request: "Show me which renewals are at risk this quarter."
Build a module from a sentence
Describe a tool, let Manny, the builder agent, assemble it in a sandbox, then inspect the working result.
- Manny, builderDrafts the module spec and the data it needs
- SandboxRuns the build in isolation, away from live systems
- ReviewerChecks the output before it reaches a person
- Parsed the request into a module spec
- Built the module in a sandbox
- Ran the checks against sample data
- Opened the live preview for review
Result Renewal Radar module ready to inspect. Nothing was published.
Module: Renewal Radar (example data)
Inspect the working result
Open the live module and see exactly what the agents produced before you rely on it.
- Example client ARenewal in 30 days · risk: medium
- Example client BRenewal in 75 days · risk: low
- Example client CRenewal in 12 days · risk: high
- Scored each renewal against recent activity
- Sorted the list by days to renewal
- Attached the evidence behind each score
Result 1 high-risk renewal surfaced with its evidence attached.
Operator controls (simulated toggles, nothing is saved)
Tune the operator controls
Choose the privacy boundary, response depth, model route, and collaboration surface that fit the job.
- Token optimizer
- PHI filtering
- Run on a local model
- Cowork sharing
The PHI filter is a configurable control; it does not by itself establish HIPAA compliance.
- Applied the token optimizer to everyday answers
- Enabled PHI filtering before text is stored or sent
- Kept the model route on the approved list
Result Boundary set. Every change is visible to the operator.
Example clients and figures are illustrative.
Feature deep dive
What it can do.
Organizations managing repeatable research, service, sales, or operations workflows.
Coordinate the swarm
See Aurora, the core gates, divisions, and agents in one living map so work can be routed with context.
Build and run modules
Describe a tool, let Manny, the builder agent, assemble it in a sandbox, then open the live module and inspect the working result.
Research and verify
Use Scout, the research agent, to look into companies, people, websites, and industries, then bring the evidence back into the workflow.
Shared assistant workspace
Keep knowledge, files, and active work in one place that people and agents both use.
Build and research together
Create internal modules and run focused research workflows without leaving the console.
Operator controls
Tune the way the work happens.
Choose the privacy boundary, response depth, model route, and collaboration surface that fit the job.
Token optimizer
Keep everyday answers focused, while leaving the full toolset available when depth matters.
Model picker
Compare available models by task, context, tool support, and cost before you route work.
PHI filtering
Choose pattern-based PHI filtering levels before sensitive text is stored, logged, displayed, or sent.
Runs locally
Use the local app path or a self-hosted endpoint when data should stay on the machine or inside your network.
Cowork
Share the working state across teammates and agents with a deliberate collaboration boundary.
Connection controls
Bring in meetings, email, calendars, and storage while keeping operator controls visible.
Settings and model access vary by deployment. The PHI filter is a configurable control; it does not by itself establish HIPAA compliance.
The workflow
From intent to output.
Typical outputs: Coordinated runs, agent handoffs, review points, exception paths, and reusable operating patterns.
- Define the job
- Route to specialists
- Collect outputs
- Review and rerun
The rest of the platform
Four workspaces. One operating rhythm.
- 01 · Discover + buildStudioLocal-first sales workspace for agents, skills, clients, assessments, workflows, and internal apps.
- 03 · Context + memoryClient 360Keep the client record current across source files, meetings, emails, research, and change summaries.
- 04 · Practice + improveSales CoachPractice full interviews, drill skills, review real calls, and measure progress against a rubric.
See it in your company
Make this one real.
We can map this workflow to your team, your data, and your operating rhythm.