Grin Lab / Meridian

Now in private beta

Engineering intelligence,
automated

Meridian watches your signals — Git, Slack, Jira, calendar — and tells you what's actually happening in your engineering org. No standups required.

Request early access See how it works ↓

80%

fewer standups

24h

to first insight

1-click

manager approval

Signal detected: payments-service BUILD confidence 0.94 Drift flagged: auth-service claimed DONE — no deploy detected Opportunity proposed: API gateway consolidation — $240k ROI Risk detected: DISCUSS loop without DECIDE — 4 days Engineer capacity update: squad-phoenix 73% allocated Q2 Incident resolved: P1 payments outage — 23min MTTR Commitment fulfilled: checkout API migration shipped on schedule Signal detected: payments-service BUILD confidence 0.94 Drift flagged: auth-service claimed DONE — no deploy detected Opportunity proposed: API gateway consolidation — $240k ROI Risk detected: DISCUSS loop without DECIDE — 4 days Engineer capacity update: squad-phoenix 73% allocated Q2 Incident resolved: P1 payments outage — 23min MTTR Commitment fulfilled: checkout API migration shipped on schedule

Interactive demo

Three stages.
One continuous loop.

Meridian moves through Observer → Authority → Proposer automatically. Click each stage to see it in action.

meridian / signal-feed — live LIVE

GIT

feat: add retry logic to payment processor

@sarah · payments-service · 2 min ago

BUILD

SLACK

blocked on auth dependency, waiting on team

@james · #payments · 5 min ago

BLOCK

GIT

fix: resolve null pointer in checkout flow

@priya · checkout-api · 8 min ago

FIX

JIRA

deploy auth-service v2.4.1 to staging

@marcus · auth-service · 12 min ago

DEPLOY

Watches what's actually happening

Meridian continuously reads signals from every tool your team uses — Git commits, Slack messages, Jira updates, calendar events — and classifies them into canonical work events in real time.

Real-time classification — 12 intent labels, 9 domain categories, confidence scored per signal

No manual input — engineers keep working as normal. Meridian reads the signals they already generate

Drift detection — when a claim doesn't match evidence, it gets flagged automatically

meridian / manager-approvals

Jira update — payments-service

PENDING

Meridian detected BUILD activity for 3 days with no Jira update. Proposed status change from "In Progress" → "Review Ready"

Confidence94%

Evidence7 commits, 2 PRs merged

Engineer@sarah

Drift detected — auth-service

REVIEW

@james claimed "auth migration complete" in standup but no deploy signal detected in the last 48h

Claim madeTuesday standup

Deploy detectedNone

Risk levelMedium

All caught up

Meridian will surface new approvals as evidence accumulates

Updates your tools, not your team

Meridian writes back to Jira and Confluence automatically based on what it observes. Exceptions surface to the manager as one-click approvals — not status update requests.

Automatic Jira updates — status, assignees, and progress updated from evidence, not self-reporting

One-click approvals — managers approve exceptions, not status updates. Override always available

Engineer profiles — domain expertise, capacity, and velocity tracked from signals — never from self-reported data

meridian / opportunity-proposals

API gateway consolidation

Detected from: Confluence doc by @alex · 6h ago

$240k

Backlog priorityRank #2

Suggested engineers

Sarah L. — payments-service expert

95% match

Marcus P. — infrastructure lead

88% match

James P. — currently blocked

leave conflict

Proposes what to build next

Meridian reads every signal source — sales docs, meeting notes, customer escalations, market signals — and proposes projects ranked against your current backlog, with ROI estimates and resourcing plans.

Any signal source — a salesperson adds a Confluence doc, Meridian detects the opportunity and proposes a project within 24h

ROI-ranked backlog — every proposal is scored against existing commitments and capacity before it reaches you

Smart resourcing — suggested engineers based on domain expertise, current capacity, and leave conflicts

How it works

From signals
to decisions

No months-long implementation. No custom scripting. Connect your tools and Meridian starts learning immediately.

Connect your tools

Plug in Git, Slack, Jira, Confluence, and Google Calendar. Most integrations configured in minutes. Meridian runs entirely in your VPC — your data never leaves your infrastructure.

Vocabulary bootstraps automatically

Meridian scans your existing tools, extracts your component names, team names, and product areas, and builds a vocabulary map of your org. No manual configuration required.

Intelligence surfaces to managers

Summaries, risk alerts, and opportunity proposals arrive via Slack and Confluence — the tools you already use. Your engineers keep working exactly as before.

Engineer Intelligence

Profiles built from
signals, not self-reports

Meridian builds a living intelligence profile for every engineer — from what they actually do. Click any engineer in the sidebar to explore their profile.

MERIDIAN / engineer signals

OBSERVER ACTIVE WRITE-BACK: ON 7 SIGNALS TODAY

TEAM · PLATFORM

Alice Chen

Senior Engineer

Bob Kumar

Engineer

Sara Reyes

Engineer

Dan Liu

Lead Engineer

Mia Park

Engineer

TEAM · GROWTH

James Ng

Engineer

Fatima Said

Senior Engineer

Alice Chen Senior Engineer · Platform Team profile since Mar 2026 · 47 days of signals

api-gateway auth payments 59% capacity

You are viewing your own profile · All data visible to you

VELOCITY · LAST 30 DAYSvs personal 90-day baseline

PRs Merged

↑ +4 vs baseline

Avg Review Cycle

1.2d

↓ faster than baseline 1.8d

Commit Frequency

4.1/d

→ on baseline

Rework Rate

↓ below baseline 6%

OPT-IN

WEEKLY COMMIT ACTIVITYlast 12 weeks

Jan Feb Mar now

DOMAIN EXPERTISErecency-weighted · decays if inactive

api-gateway 0.91

auth 0.84

payments 0.72

rate-limiting 0.68

data-pipeline 0.45

mobile-app 0.22

Active (last 14d) Fading (15–60d) Stale (60d+, decaying)

RECENT SIGNALSinferred from git · slack · calendar

Merged PR #1247 — api-gateway rate limiter refactor

git · 2h ago · 847 lines changed

REFACTOR DONE

conf 0.94

Declared intent in Slack — auth token rotation fix "by EOD"

slack · 5h ago · no code movement yet

FIX PENDING

conf 0.81

Code review on PR #1251 — payments retry logic

git · yesterday · 3 comments, 1 approved

REVIEW

conf 0.89

Attended architecture decision meeting — api-gateway versioning strategy

calendar · yesterday · decision: versioned endpoints approved

DECIDE

conf 0.76

AVAILABILITY · NEXT 6 WEEKS

Available

now – Apr 14

Annual Leave

Apr 15 – Apr 22

Available

Apr 23 →

⚠ Leave conflict detected

Acme Corp proposal start date overlaps. Resourcing engine flagged this.

PROJECT RISK FLAGS

→ Intent without execution

Auth token fix declared 5h ago. No commits detected. Watching.

✓ API refactor closed cleanly

PR merged, no rework signals, velocity stable.

COLLABORATION GRAPH

Bob Kumar

18 PRs

Dan Liu

12 PRs

Sara Reyes

7 PRs

PERFORMANCE SIGNALS

🔒

Organisation opt-in required

Rework rate, PR longevity, and code quality signals are collected but not displayed until your organisation enables this. You will be notified before anything is shared with your manager.

MY DATA

Download my profile Export ↓

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View manager audit log View ↗

Compare

What Jira can't do.
What Rovo won't do.

Capability	Jira + Confluence	Atlassian Rovo	Meridian
Source of truth	What humans typed	What Jira contains	What actually happened
Contradicts Jira when evidence says so	✗	✗	✓
Proposes new projects from any signal	✗	✗	✓
Produces resourcing plans with capacity data	✗	✗	✓
Surfaces ROI estimates ranked against backlog	✗	✗	✓
Requires humans to update tickets	Always	Relies on Jira hygiene	Never
Runs in your VPC	✗	✗	✓

Integrations

Connects to your
existing stack

Meridian reads from the tools your team already uses. No new workflow. No new habits.

GitHub

GitLab

Slack

Jira

Confluence

Google Calendar

Google Meet

Zoom

Linear

Notion

PagerDuty

Datadog

Bitbucket

Microsoft Teams

Outlook Calendar

More coming

"We were spending three hours a week in standups gathering status that Meridian now surfaces automatically. Our managers finally have time to do actual management."

Jamie Rodriguez

VP Engineering, Series B fintech

Stop asking what's happening.
Start knowing.

Meridian is in private beta. Join the waitlist and get early access for your engineering team.

Join the waitlist Talk to founders

Software that does the work.Not just assists.

Engineering intelligence,automated

Watches what's actually happening

Updates your tools, not your team

Proposes what to build next

Connect your tools

Vocabulary bootstraps automatically

Intelligence surfaces to managers

Stop asking what's happening.Start knowing.

Software that does the work.
Not just assists.

Engineering intelligence,
automated

Stop asking what's happening.
Start knowing.