Assemblr
Words to tools in seconds
Assemblr builds real internal tools, dashboards, and systems from natural language — on top of your existing stack.
Investigate recent build failures and notify the right owners.
Done. Here’s what I found and assembled for you:
Failed BuildsLive output
RepoCommitFailureTimestampOwner
assemblr-weba8f3c21Snapshot mismatchToday 10:42Mira K.
assemblr-core9b72f10Integration tests failingToday 10:31Dylan P.
assemblr-api3f1d0c9Build step timed outToday 10:12Rae J.
Slack Notifications DraftedReady to send
Mira K. · #deploys
CI failed in assemblr-web. Snapshot mismatch in auth flow.
Dylan P. · #eng-platform
Integration tests failing in assemblr-core. Can you take a look?
Rae J. · #on-call
assemblr-api build timed out. Need triage on build step.
Group by failure type
Open related PRs
Create incident tracker
Escalate to on-call
Use Case Discovery
Choose a real-world workflow. Assemblr will open Chat and run it instantly.
FeaturedEngineeringDesignMarketing
Interactive product simulation
A live Assemblr builder experience: intent to runtime in one sequence.
Intent Block
“Route critical incidents into a live ops tool”
Semantic parsing extracts goals, constraints, and signals.
Intent captured
Integrations activate
Logic composes
UI renders
Runtime goes live
Integrations
System orchestration fabric
Phase 1/5
GitHubstandby
Slackstandby
Monitoringstandby
Notionstandby
Calendarstandby
Live Tool View
Incident StatusLive
P1 auth outage
CDN rollback
Database queue
RuntimeActive
Enterprise-grade use cases
Each system is a real internal tool, designed for high-trust teams.
Ops Command Center
Incident Intelligence System
Failed BuildsLive
checkout-service · 2 failures
infra-runner · 4 incidents
api-gateway · degraded
Incident FeedLive
P1 auth outage · 6 threads
CDN rollback · 3 signals
Data delay · 12m
Commit StatusLive
main · blocked
release-1.6 · running
hotfix · verified
Alert StreamLive
Latency +18%
Error burst 502
Queue depth 4x
Resolution TimelineLive
09:12 Detect
09:16 Escalate
09:25 Mitigate
Signals flowing
Automation armed
Owners notified
Business Operations Hub
Internal Operations Console
Task OrchestrationLive
Renewals · 12
Onboarding · 4
Escalations · 3
Team Calendar SyncLive
Leadership sync · 2pm
Pipeline review · 4pm
On-call swap · pending
Inbox IntelligenceLive
Priority: 6
Waiting: 18
Drafts ready: 4
Priority RoutingLive
High risk · 3
Billing · 5
Legal · 2
Workflow PipelinesLive
Notion → CRM
Email → Tasks
Calendar → Brief
Signals flowing
Automation armed
Owners notified
Engineering Control Plane
Engineering Control Plane
Service Health GridLive
Auth API · 99.3%
Billing · 98.7%
Search · 99.8%
Deploy StatusLive
us-east · green
eu-west · staging
apac · blue
Build PipelinesLive
core-api · running
web-app · queued
worker · success
Error StreamsLive
Unhandled 500 · 12
Rate limit · 3
Timeout · 8
Runtime HealthLive
Queue latency · 240ms
Worker load · 68%
Run success · 99.1%
Signals flowing
Automation armed
Owners notified
Built like a system
Assemblr feels like an AI infrastructure layer, not a marketing site.
System-level orchestration, not point toolsVerified
Live permissions and runtime governanceVerified
Unified data and UI stateVerified
Composable automation with guardrailsVerified
Built for enterprise-grade reliabilityVerified
This is not an app. It is a system.
Build the platform your teams run on — with Assemblr orchestrating data, logic, and UI.