Turn the tools your organization already runs on into a live map of where AI is working — and where it isn't.
AI Adoption Score
0%
↑18% vs last 90 days
Operational Opportunity
$0.0M
Total annual opportunity
Efficiency Gain Potential
0.0%
Through AI adoption
Teams Analyzed
0
Across AI platform
AI Adoption Trend (90 Days)
Top Opportunity Areas
Meeting Overload · Engineering
$730K annual opportunity identified across 3 teams
Trusted by Innovative Organizations
Most organizations lack visibility into how AI is being adopted, where manual work still dominates, and which teams are leading or lagging in transformation.
$2.1M
average operational value trapped in manual work — per organization we analyze
Hidden Work
Critical manual work remains invisible across disconnected tools and workflows.
Adoption Blind Spots
No clear view of where AI is being adopted — or where it's not.
Value at Risk
Operational inefficiencies and repetitive work continue to drain millions in value.
No Progress Signal
Leaders can't track transformation momentum or prove ROI to stakeholders.
Fragmented Data
Scattered signals across tools make it impossible to understand the full picture.
Use Cases
Four scenarios where Meridian answers the question your board is already asking.
Portfolio AI visibility at scale
Operating Partners · PE Firms
You have portfolio companies where the board expects AI progress. You have no unified view across entities — only what individual MDs choose to report.
Know what you acquired — AI adoption baseline
Integration Leads · COOs
You've closed the deal. Before integration begins, you need to know exactly where AI is already embedded — and where manual work is costing time — without months of discovery workshops.
Walk into every board meeting prepared
COOs · CFOs · CEOs
The board asks about AI progress every quarter. You've been piecing together answers from different team leads. The numbers never quite add up and the story never quite lands.
Accountability before the board asks
Risk Officers · CFOs · Compliance
Your organisation has licensed Copilot, Slack AI, Jira Intelligence, and Gemini. Nobody knows which teams are actually using them — or which are still working manually while the license bill grows.
Customer Evidence
Executives who stopped guessing and started governing.
Meridian gave us the first clear view we've had of where AI is actually landing across the organisation. Within two weeks we had enough to walk into the board with a credible story.
Sarah Chen
Chief Operating Officer, Apex Capital Group
We had tools everywhere and no way to answer 'what's it actually doing for us?' Meridian answered that in 15 minutes. Three months later we've reallocated $400K toward areas that were actually moving.
Marcus Webb
CFO, Vantage Growth Partners
Post-acquisition we needed to understand the operational baseline of what we'd bought before we touched anything. Meridian had the picture ready before our integration kickoff. Nothing else could do that in that timeframe.
James Whitfield
Head of Operations, Meridian Capital Partners
15 min
Time to first insight
$2.1M
Avg value identified per org
64+
Organisations on Meridian
6 hrs
Data refresh cadence
How Meridian Works
Meridian reads what already exists inside your enterprise tools and surfaces the intelligence executives need to drive transformation.
Enterprise Tools
Connects via secure OAuth — no installation, no agents, no IT complexity. Most organizations are live in under 10 minutes.
Operational Signals
We analyze workflow patterns — volume, timing, collaboration structure — without ever reading messages, emails, or documents.
Workflow Intelligence
Patterns emerge: where manual work clusters, where AI adoption is stalling, where collaboration breaks down, and where time is trapped.
Opportunity Intelligence
Ranked, quantified opportunities surface — with dollar values, affected teams, and implementation paths — prioritized for your organization.
Executive Actionability
Executives see a live dashboard, board-ready reports, and a clear picture of transformation momentum — updated automatically every 6 hours.
54+
Workflow types tracked across all connected tools
15 min
Time to first operational insight after connecting
6hr
Sync cadence — always current, never stale
Operational Intelligence
Operational Intelligence Map
Microsoft 365
Teams · Outlook · SharePoint
Slack
Channels · Messages · Groups
Jira
Issues · Projects · Boards
Google Workspace
Gmail · Drive · Admin SDK
Email Reply Workflows
4,210
Meeting Summaries
1,832
Report Generation
2,041
Approval Flows
1,105
Document Creation
3,284
Task Management
5,620
Data Analysis
1,490
Connector Health
Last synced
6 min ago
AI Transformation Tracking
See how AI adoption evolves across every team. Identify where transformation is accelerating and where it needs support.
Adoption Over Time
Team Maturity
Usage Breakdown
Executive Reporting
Meridian delivers automated executive reports that communicate impact, progress, and opportunity clearly.
Executive Summary
AI Adoption Score
72%
↑18% vs last 90 days
Opportunity Summary
Total Annual Opportunity
$4.2M
Transformation Trend
Improvement in 90 Days
+24%
Team Benchmark
Top Performer
Engineering
72% vs company avg 52%
Connector Ecosystem
Meridian connects with the tools your organization relies on to deliver a complete picture of operational work.
More connectors arriving throughout 2025. Join early access →
Security & Trust
Meridian sees how work flows — never what it contains. Here's exactly what happens to your data.
0
Messages read
Ever. Architectural constraint.
0
Documents stored
No content retained, ever.
100%
Signal abstraction
Only patterns cross the boundary.
The Privacy Boundary — What enters vs. what passes
What enters Meridian
What Meridian uses
Security capabilities
End-to-End Encryption
AES-256-GCM at rest
Tenant Isolation
Strict org-scoped data access
OAuth 2.0 Auth
No passwords ever stored
Role-Based Access
Member / Admin / Owner tiers
Zero Content Stored
Counts only — never content
Audit Trail
Every action logged server-side
Least Privilege
Minimal OAuth scopes requested
Signal Abstraction
Raw data never leaves source
GDPR Compliant
Deletion on request within 30d
Our commitment
We do not monitor employees, read private conversations, or evaluate individual productivity.
Meridian analyzes operational workflow signals — not what people say or write. This is an architectural constraint, not a configuration option.
Verified ROI
When your team implements an AI recommendation, Meridian snapshots the exact baseline. Every subsequent sync measures what actually changed — and shows you the verified delta, not the projection.
Meeting Summaries
Microsoft Teams · Copilot eligible
Manual tasks / week
24
86% still manual
Projected opportunity
7 hrs
recoverable / week
$2,258
per month
Recommendation
Recommended action
Copilot for Teams Meetings
Included in your M365 Copilot licence
Implementation lifecycle
Day 0 — Baseline snapshotted
14% AI · 24 manual/week
Day 6 — Feature enabled
Copilot activated in Teams
Day 14 — Re-sync & measurement
Meridian re-measures delta
Verified delta
Meeting Summaries
Day 14 · Post-implementation sync
Manual tasks / week
5
↓ 79% reduction
Verified vs projected
Projected
$2,258/mo
Verified ✓
$1,935/mo
Hours recovered
6 hrs/week
Adoption delta
+67 pts ↑
6 hrs
avg recovered / week
per implemented workflow
14 days
median time to first
verified improvement
83%
of implementations verified
within 10% of projection
6.2×
average verified ROI
vs. Meridian subscription cost
Why Meridian
There are three ways to get operational intelligence. Here's how they compare.
| Capability | DIY Dashboards Build your own | Hire a Consultant Point-in-time engagement | Meridian Operational intelligence |
|---|---|---|---|
| Time to first insight | Weeks to months | 6–8 weeks | 15 minutes after connect |
| Ongoing cost | Engineering time + tooling | $20K–$50K per engagement | From $299/mo |
| Data freshness | Manual updates only | Point-in-time snapshot | Auto-synced every 6 hrs |
| AI adoption measurement | Surveys or guesswork | Interviews + manual audit | Live signals — M365, Slack, Jira, Google |
| Workflow ROI quantification | Spreadsheet estimates | One-time financial model | Auto-calculated per workflow |
| Data privacy | Depends on your build | Advisors see your data | Zero content access, ever |
| Keeps working after day one | Requires ongoing maintenance | Engagement ends, insight stops | Always-on — re-syncs automatically |
← Scroll to compare all options →
ROI Calculator
Adjust the inputs below to estimate the annual operational value Meridian would surface for your organization.
Your Organization
Based on Meridian's measured efficiency benchmarks across 2 connected tools. Actual results vary by organization.
Annual Opportunity
$780K
$65K / month
Value breakdown
Hours recovered / week
200 hrs
Time to first insight
15 min
Pricing
Every plan includes a 14-day free trial. No credit card required.
14-day free trial on Starter and Growth. Full access. No credit card. Cancel anytime.
"We identified $400K in reallocatable budget inside the first month."
Marcus W.
CFO, Vantage Growth Partners
"Walked into our board meeting with a credible AI story for the first time."
Sarah C.
COO, Apex Capital Group
Starter
$299/mo
For teams beginning their operational intelligence journey.
Growth
$699/mo
For organisations ready to track and report AI transformation.
Enterprise
Custom
For PE-backed firms and multi-entity organisations.
ROI context
Average first-year operational opportunity identified: $54,000+
Based on a 60-person organisation across 4 connected tools. Most organisations identify value well in excess of the annual cost of Meridian within the first 30 days.
| Feature | Starter | Growth | Enterprise |
|---|---|---|---|
| Connected tools | 2 | 4 | Custom |
| Workflow types tracked | 30+ | 54+ | Custom |
| Opportunity cards | Unlimited | Unlimited | Unlimited |
| Executive reports | Monthly | Monthly + Board | Custom cadence |
| Audit log | — | ✓ | ✓ |
| Multi-entity | — | — | ✓ |
| Dedicated account lead | — | — | ✓ |
| Support | Priority | SLA-backed |
Questions about pricing or fit? connect@keystoneaigroup.com
FAQ
21
questions answered
Meridian is an operational intelligence platform for enterprise AI transformation. It connects to the tools your organization already uses to surface AI adoption intelligence, identify where operational work remains manual, and track transformation momentum over time — giving executive teams the visibility they need to see where AI is working, where value is trapped, and where to act next.
Most organisations see their first operational intelligence within 15 minutes of connecting their first tool. Meridian analyses 30 days of usage data immediately on connection. There is no waiting period — the dashboard populates as soon as the OAuth connection is approved.
No. Meridian connects entirely via OAuth — the same standard used by Zoom and Salesforce. Nothing is installed on your systems. No agents, no software packages, no changes to your IT environment.
Microsoft 365 requires a Global Admin or Reports Reader role in your Microsoft tenant. Google Workspace requires a Super Admin in the Google Admin Console. Slack and Jira do not require IT-level approval — any Slack Workspace Admin or Jira Site Admin can connect directly. In practice: connect Slack and Jira today without IT, then schedule one 5-minute session with your M365 or Google admin to complete the remaining connections.
You need Workspace Admin level in Slack — not Owner, but not a standard member either. The connection gives Meridian read-only access to activity data — it cannot post messages, read message content, or take any action in your workspace. If you are unsure of your Slack role, go to slack.com/admin — if the page loads, you have sufficient access.
You need Site Admin or higher in your Jira instance. The connection is read-only: Meridian can read issue metadata and activity events but cannot create, edit, or delete any tickets. For Jira Data Center (self-hosted), contact connect@keystoneaigroup.com to discuss compatibility with your specific version.
Meridian works with Slack as a standalone connection. You will get the full set of Slack opportunity cards — 14+ workflow types covering message drafting, thread summarisation, channel posts, standups, and more — without needing to connect M365 or Google Workspace. Adding M365 or Google Workspace later simply expands the dashboard.
Jira connects independently and generates its own set of opportunity cards across ticket creation, sprint planning, bug reporting, and related workflows. You do not need M365, Google Workspace, or Slack connected for Jira to work.
Yes — and this is the recommended approach. Connecting all four tools gives you the complete opportunity surface: 54+ workflow types across M365, Google Workspace, Slack, and Jira on one ranked dashboard. Each tool connection is independent — connecting Slack does not affect the M365 connection.
Meridian reads aggregate activity signals — not individual user data. The data is organisation-level or department-level counts, not user-level records. For organisations that want to scope analysis to a specific business unit or department, this is available on the Growth and Enterprise plans.
No. Meridian reads historical activity data via read-only API calls — it does not run background agents, does not push data back into your tools, and does not sit in the path of any user workflow. API calls are batched and rate-limited in accordance with each platform's published guidelines.
Still have questions?
Our team responds to every inquiry within 1 business day.
See Meridian in action
15-min setup. First insight in minutes.