Your next hire
is Morgan.

Morgan connects to your company's tools, remembers everything about your business, and does real work for every department — with governance, citations, and a skills library that makes generic chatbots look like toys.

One instance per customer • cited answers only • human approval on governed output
# ops — Morgan thread

Channels

  • # ops
  • # sales
  • # leadership
  • # delivery
Slack surface • Morgan active
J
Jordan (COO) 9:12 AM

@Morgan where did we land on the Fieldstone rollout, and who's carrying it?

M
Morgan 9:12 AM

Fieldstone onboarding is at Phase 2 — connector auth complete, 90-day backfill running (est. 4 hrs). Owner: Priya Ramez. Next gate: first cited answer from their data, expected today by 2 PM. Sources: #delivery 2026-09-02, Zoom client sync 09-03 (34:10), rollout tracker.

J
Jordan (COO) 9:14 AM

Remember that their CEO prefers weekly updates, not daily.

M
Morgan 9:14 AM

Got it — saved to organizational memory: Fieldstone CEO preference = weekly cadence. This will apply to any scheduled briefs for that account. Memory write logged • audit ref mem_4412

⚡ Morgan acks in under 3 seconds • full output delivers async with citations

What Morgan changes for mid-size operations

3× team capacity
80%+ admin time recaptured
Same-day proposals
Zero integration disruption
Observed outcomes from reference deployments — not projections. Grounded quality gates: 51/51 golden questions, 2,392 tests, every release.
The real question

Why Morgan, not ChatGPT or Claude?

Your team already uses AI chat tools. So why does a mid-size company need Morgan? Because a chat tool answers questions — Morgan runs operations.

Capability
Morgan
ChatGPT / Claude
Copilot
Connected to YOUR data
✓ Slack, Zoom, Drive, CRM, email — unified and indexed
Internet + uploaded files only
Microsoft 365 only
Knows your people & deals
✓ Identity graph resolves people across Slack, CRM, and email; live deal state — owner, staleness, next action
Doesn't know your org or pipeline
M365 contacts only
Persistent memory
✓ Personal + organizational memory, audit-trailed
Every chat starts from zero
Session-limited
Does real work (not just answers)
✓ 56+ skills: proposals, briefs, digests, scheduling, live CRM reads
Generic text generation only
Office doc edits
Works when you're not prompting
✓ Scheduled briefs: daily pre-8 AM pipeline, weekly digest, freshness checks
You must prompt every time
You must prompt every time
Governance & approval workflow
✓ DRAFT → REVIEW → APPROVED with named approvers
None
None
Data isolation
✓ Your own instance, DB, credentials — physically separate
Shared multi-tenant
Tenant-level, shared infra
Access tiers (who sees what)
✓ 3-tier enforced at database row level
Everyone sees everything
Document-level only
Citations to source material
✓ Every claim cited to the email, thread, meeting, or doc
Sometimes (web sources)
No citations
Spend controls
✓ Daily spend caps with hard stop + honest alert
Seat license only
Seat license only
Lives where your team works
✓ Slack, Teams, web app — same brain, every surface
Web + mobile app
Microsoft apps only

ChatGPT is a search engine with opinions.

It answers from the internet. Your company's knowledge — Slack threads, meeting decisions, proposal history, pipeline state — doesn't exist in its context. Every question starts from scratch.

Claude Desktop is a blank notebook.

Powerful reasoning, zero integration. It can't read your Slack, remember last week's meeting, or draft a proposal from your past work. Your team uploads files one at a time and loses context between sessions.

Morgan is a teammate that never forgets.

Connected to every tool, resolving every person, reading live pipeline state. Remembering every decision. Executing 56+ skills autonomously. Governed by your policies. Deployed as your own private instance. Not a chat tool — an operations engine.

Core capabilities

Morgan feels like a real teammate.

From answering in Slack to running jobs on schedule, Morgan works across the tools your team relies on — and proves every claim with a citation.

01

Lives in Slack. Works for everyone.

Request work and get it delivered where your team already is — slash commands, @mentions, and DMs. Morgan answers in seconds and delivers finished work as threaded replies, with sources cited. Each person sees only what their access tier allows.

Slash commands in Slack
/proposal — draft from past workcited
/pipeline — live deal state, owner, next actionlive
/onboarding — governed answerscited
/memory — your recall, editableyours
Answers ack within Slack's 3-second window; work delivers asynchronously.
02

Remembers you. Remembers the company.

Morgan keeps persistent memory at two levels: personal memory for each user, and organizational memory for the business. Say "remember that…" and it's there next session. Everything it remembers is yours to view, edit, and delete — with a full audit trail.

Memory manager
Personalvisible only to you
Organizationalshared, governed
Every write loggedaudited
Personal memory never leaks across users — enforced at the database row level, proven under 25 concurrent users.
03

Picks the right skill on its own.

Describe the job in plain language; Morgan matches it to the right skill from a catalog of 56+ — proposals, competitive digests, pipeline briefs, meeting prep, email triage — without being told which command to run. Below a confidence threshold, it falls back to a cited answer instead of guessing.

Skills registry (sample)
Proposal drafting
Pipeline brief
Meeting prep
Competitive digest
Inbox triage
Each skill carries an owner, autonomy level, model policy, and its own evaluation set. Every write passes a 10-gate runtime — role, audit, verification — and is logged with an audit ref. See full catalog →
04

Shows up on schedule.

Whatever you do on repeat, hand it to Morgan: a Monday competitive digest, a daily source-freshness alert, a Friday pipeline brief, a weekly delivery roll-up. Adding a job is a configuration, not a code change.

Scheduled jobs
Daily pipeline brief — before 8 AM ET
Weekly signal digest
Daily freshness & quality check
Weekly delivery roll-up
Every unattended job runs under a daily spend cap — a breach halts the job and alerts a human, never bills silently.
05

Sat in every meeting.

Zoom and Fathom meetings flow in with summaries and transcripts on a daily early-morning ingestion window — verified over a 3-month, 600+ meeting run — and calendar events become activity. Ask "what did we decide about X" and get the answer cited to the call it happened in — a typed decision record with an action class, owner, and confidence. One person takes the meeting; the whole team gets the context.

Meeting assistant
"What did the client approve?" → Tuesday client sync, 34:10, decision + owner cited
"Open commitments from this week" → 6 items, each linked to its meeting
Decisions are typed records — action class, owner, confidence — cited to the timestamp. Classes policy denies never trigger an action. Meetings are ingest-hardened: late-publishing summaries repair automatically; Morgan hard-stops rather than answer from a missing transcript.
06

Reads the pipeline. Live.

Morgan connects to the team CRM through a live read adapter — verified against the production API — and keeps real pipeline state: deal status, days since last activity, owner, next action. Ask "what's stuck?" in Slack and get the answer with the CRM record cited. No one compiles it; the pipeline is just true.

Live CRM reads
Deal statuslive
Staleness — days since last activityauto
Owner + next actioncited
Read-only adapter: Morgan reads pipeline state and never writes to the CRM without an approved, governed action.
07

Knows who's who. Everywhere.

Jordan in Slack, jordan@ in the CRM, and "the ops lead" in a meeting transcript — Morgan's identity graph resolves them to one person automatically, at 98%+ precision on auto-cases, and attaches every conversation, deal, and decision to the right human. When it can't resolve cleanly, it asks instead of guessing.

Identity graph
Slack ⇄ CRM ⇄ emailmerged
Auto-resolved with confidence98%+
Unresolved — asks, never guesseshuman
Every merge is auditable and editable — the graph is your record, not Morgan's secret map.
Skills catalog

56 skills. 6 departments. Zero guesswork.

Morgan's skills library covers the work mid-size companies actually delegate — from inbox triage to proposal drafting to pipeline monitoring. Each skill is governed: it has an owner, an autonomy level, and an approval workflow.

Inbox

Morning inbox summary

A prioritized brief of overnight emails — VIP senders flagged, action items extracted, noise filtered. Delivered to Slack before your first coffee.

Scheduled
Inbox

Draft replies in your tone

Morgan drafts responses that match your communication style, grounded in the email thread and your company's approved language. You review, approve, send.

Governed
Meetings

Structured summaries with decisions & actions

Every meeting produces a structured brief: key decisions, action items with owners, open questions — cited to the exact timestamp in the transcript.

Automatic
Meetings

Meeting prep brief

Before any meeting, Morgan assembles a one-pager: attendees, prior interactions, open commitments from past meetings, relevant documents. No more walking in cold.

On demand
Meetings

Meeting notes → Google Doc

Meeting summaries auto-export to a formatted Google Doc in the right project folder — shareable, editable, already in the format your team delivers in.

Automatic
Calendar

Daily calendar briefing

Each morning: today's meetings with prep context, scheduling conflicts flagged, and prep time blocked. Morgan reads your calendar and your company's context together.

Scheduled
Deals

Live pipeline brief

Every deal's live state — stage, days since last activity, owner, next action — read directly from the CRM through a verified adapter. Delivered on schedule or on demand, cited to the CRM record.

Scheduled
Deals

Proposal drafting from past work

Describe the opportunity; Morgan finds similar past proposals, drafts the full scope with reusable sections cited to sources, flags pricing for human input. Exports as branded .docx.

Governed
Team Communication

Slack channel digest

Missed a day? Morgan summarizes key channels — decisions, questions that need your input, action items — so you catch up in 2 minutes instead of 20.

Scheduled
Team Communication

Deadline reminders

Morgan tracks commitments made in Slack, meetings, and documents — then reminds the right people before deadlines pass. No more "I thought someone else was on that."

Automatic
Team Communication

Who's who resolver

The same person across Slack, CRM, and email resolves to one identity with a confidence score — so owner lookups, decisions, and continuity packets attach to the right human. Ambiguous matches ask instead of guessing.

Automatic
Operations

Competitive signal digest

Weekly monitoring of competitor moves — pricing changes, product launches, hiring signals, press coverage — compiled into an actionable brief for leadership.

Scheduled
Operations

Vendor comparison brief

Evaluating vendors? Morgan researches, compares, and produces a structured decision brief with pricing, capabilities, and risks — cited to source material.

On demand
Delivery

Continuity packet

Preserve what one person knows: their active projects, open commitments, key relationships, and client context — cited, so an absence never blocks the work.

Governed
Delivery

Weekly status roll-up

Delivery state across all deals and active projects, posted on schedule without anyone compiling it. What shipped, what's blocked, what's next.

Scheduled
Onboarding

Governed onboarding Q&A

New hires ask Morgan "how do we…" and get answers from approved policy documents only — with source, last-updated date, and staleness warnings. No more bad answers from outdated wikis.

Governed

Showing 16 of 56+ committed skills across 6 themes: Inbox Management, Meetings, Calendar, Deal Management, Team Communication, and Automation. Full catalog available in the demo.

Use cases

What teams hand to Morgan.

Not just quick answers — real delegated work, grounded in your company's own record. These are the jobs mid-size operations leaders actually stop doing themselves.

Sales

Draft a proposal from past work

Describe the opportunity; Morgan finds the most similar past proposals, drafts the full scope with reusable sections cited to their sources, and flags pricing for human input. Exports as branded .docx or .pdf.

Sales

Brief the pipeline — live, every day

Deal state, days since last activity, owner, and next action — read straight from the CRM through a verified live adapter and cited. Before 8 AM ET every morning, no one has to compile it.

Sales

Prep every meeting before it starts

Attendees resolved across Slack, CRM, and email; prior interactions, open commitments, and relevant documents — assembled automatically so no one walks in cold.

Operations

Answer "where's the policy on X"

Governed answers from approved documents only, with source, last-updated date, and staleness warnings. New hires get right answers from day one.

Operations

Monitor the competitive landscape

Weekly signal digest: competitor pricing changes, product launches, hiring patterns, press coverage — compiled into an actionable brief for leadership.

Operations

Catch me up on what I missed

Returned from vacation or a long meeting? Morgan summarizes Slack channels, key decisions, and action items — in 2 minutes instead of 20 minutes of scrolling.

Delivery

Preserve what one person knows

Continuity packets: a person's active projects, open commitments, and key relationships — cited, so an absence never blocks the work.

Delivery

Weekly status roll-up

Delivery state across deals and generated documents, posted on schedule without anyone compiling it. What shipped, what's blocked, what's next.

Leadership

Find the decision

"What did we decide about X?" — typed decision records across meeting transcripts, Slack, and CRM show who decided what, when, why, and with what confidence.

Leadership

Delegate ad-hoc research

Mention or DM a task — "compare these three vendors," "summarize this thread," "draft a brief on this client" — Morgan routes it through the right skill and returns governed output.

Leadership

See the learning loop

Weekly improvement lists mined from feedback and misses; accepted items ship through versioned evaluations. The system gets measurably better.

Everyone

Review and approve agent output

Agent-drafted documents land in a review queue. Approve or reject with reasons — the reasons feed the next version. Governed output, human judgment.

Surfaces

Like any good teammate, Morgan is wherever you work.

Two surfaces on one brain: Slack for the day-to-day, a web application for control and administration.

Slack — work with your team.

Slash commands, @mentions, DMs, and scheduled posts. The primary surface for requesting and receiving work.

Web app — run the deployment.

Your control plane: connect tools, manage memory, review and approve agent output, watch usage and spend, administer your team.

Teams — enterprise surface.

Microsoft Teams rides the same gateway as Slack, as an adapter — same queue, routing, and tier enforcement. Shipped when the parity battery passes, never sold before.

Plus: Morgan exposes its search and generation as tools for your own AI stack — for enterprises building agents, Morgan plugs in rather than competes.

Trust

Governed, private, and in your control.

The governance layer isn't a feature page — it's the architecture. Grounded quality gates keep it honest: 51/51 golden questions and 2,392 tests pass before a release is called done.

Governed.

Agent output enters a DRAFT → IN_REVIEW → APPROVED workflow with named approvers per instance. Tier permissions (BUSINESS / PERSONNEL / EXECUTIVE) are enforced at the database row level — a team user asking for executive content gets a governed denial, in Slack or the web app alike. Three workflow modes — STRICT, IN-BETWEEN, and YOLO — adapt to your team's culture without ever relaxing data classification. Before any write, a 10-gate runtime checks role, audit, and verification — every outcome is logged with an audit reference, high-risk classes are human-only, and a malicious note injected into a document or thread can never trigger a real action.

Private.

One Morgan instance per customer: your own deployment, database, Slack app, and credential namespace. No shared multi-tenant runtime, no cross-customer data flow — ever. Personal memory is provably inaccessible to other users, even under concurrent load.

In your control.

Daily spend caps halt runaway jobs with an honest alert. Memory is viewable, editable, deletable, with a full audit trail. Connector tokens live in an encrypted custody layer, never in the application database or logs. Morgan prepares drafts only — it is not authorized to publish, email, contract, purchase, or alter live systems without approval.

Deployment

Live on your tools the day you sign up.

A guided first-hour wizard takes a new admin from signup to cited answers — no engineering involvement.

1 — Install and connect.

Install Morgan's app into your Slack workspace, pick the channels, then connect Google Workspace, Zoom, and your CRM through a self-serve auth hub. Four connectors, under 15 minutes, zero IT tickets.

2 — Backfill with a progress view.

Morgan ingests 90 days of channel history, connected Drive folders, and meeting summaries — rate-limited so it never slows your team down — while you watch the progress live.

3 — Morgan introduces itself.

The same day, Morgan posts in a channel you choose with three questions it can already answer from your data — each with citations. Time-to-first-cited-answer: under 4 hours from signup.

Deployment models

A teammate that punches above its price.

Every deployment is its own instance — sized to your team, capped on spend, priced from observed unit economics.

Pilot

Scoped
proof-of-value engagement
  • Your own instance
  • Slack surface
  • 2–3 connectors
  • Core skills: answers + briefs
  • Daily spend cap

Team

Custom
10–25 concurrent users
  • Everything in Pilot
  • Personal + org memory
  • 56+ skills, autonomous selection
  • Scheduled briefs + live CRM reads
  • Identity graph
  • Review + approval workflow
  • Meeting assistant

Organization

Custom
per deployment
  • Everything in Team
  • Web app control plane
  • Self-serve connector hub
  • Full tier governance + audit
  • Usage + spend dashboards

Enterprise

Custom
annual
  • Everything in Organization
  • Microsoft Teams surface
  • MCP tools for your AI stack
  • White-label branding
  • Security review + SOC 2 pack
FAQ

Questions operations leaders ask.

What is Morgan?
Morgan is an AI operations engine — not a chatbot. It connects to your company's tools (Slack, Zoom, Google Drive, Notion, your CRM, email), resolves who's who across them, and unifies everything into one searchable, governed knowledge base. It executes 56+ skills: answering questions with citations, reading live pipeline state, drafting proposals from your past work, running scheduled briefs, and preserving institutional knowledge — all with human approval on governed output.
How is Morgan different from ChatGPT or Claude?
ChatGPT and Claude answer from the internet and reset every conversation. Morgan works from your company's record, cites every claim to its source, remembers your business across sessions with persistent personal and organizational memory, executes specialized skills (not just generic text), runs on schedule without being prompted, reads live pipeline state, and puts governed output through a human approval workflow before it counts. Morgan is a private instance — your data, your database, your credentials — never shared with another customer.
How does Morgan know who's who?
An identity graph resolves the same person across Slack, CRM, and email automatically — 98%+ precision on auto-resolved cases — so every conversation, deal, and decision attaches to the right human. Ambiguous matches are asked rather than guessed, and every merge is auditable.
What can it actually do?
56+ skills across 6 departments: inbox triage and morning summaries, meeting prep and structured summaries, calendar briefings, pipeline monitoring and proposal drafting, Slack digests and deadline tracking, competitive monitoring, vendor comparisons, continuity packets for key employees, onboarding Q&A from approved documents, and more. Every skill is governed — it has an owner, an autonomy level, and an approval workflow.
What does Morgan connect to?
Slack, Microsoft Teams, Gmail, Zoom, Google Drive, Notion, and a CRM to start — with a governed MCP server catalog for extending connectivity. The CRM connection is a live read adapter, verified against the production API, so pipeline state is real-time rather than reconstructed from email. Your admin connects them through a self-serve auth hub — a non-engineer can connect four connectors in under 15 minutes.
How long does setup take?
A guided wizard takes a new admin from signup to live ingestion same-day. Morgan typically posts its first cited answers from your data within 4 hours of signup. Full deployment (connectors, memory, skills, scheduled jobs) is typically live in 6–12 weeks.
What can Morgan see in our Slack?
The public channels you select during onboarding. Private channels and DMs are excluded by default. Everything ingests at the base access tier until your admin deliberately promotes content to higher tiers.
How does Morgan handle our meetings?
Zoom and Fathom meetings and transcripts flow into the knowledge base on a daily early-morning ingestion window — calendar events become activity, verified over a 3-month, 600+ meeting run. Decisions become typed records — action class, owner, confidence — cited to the exact timestamp, and classes your policy denies never trigger an action. Late-publishing summaries self-repair; Morgan refuses to answer from a missing transcript rather than guess. Meeting notes auto-export to Google Docs in the right project folder.
Will it do things without asking?
Every write passes a 10-gate runtime — role, audit, and verification — and is logged with an audit reference. Work tagged agent-augmented always lands in a review queue; a named approver approves or rejects it. Scheduled jobs run unattended but under daily spend caps that halt and alert on breach. Silent failure is designed out, and a malicious note injected into a document or thread can never trigger a real action. Morgan prepares drafts — it never publishes, emails, contracts, purchases, or alters live systems without explicit approval.
Can my team see what I ask Morgan?
Queries are logged for audit and quality. Personal memory is provably visible only to you — enforced at the database row level and tested under concurrent load.
Is our data used to train AI models?
No. Your data retrieves into the context of your answers. Your instance, database, and credentials are physically separate from every other customer's. No shared multi-tenant runtime, ever.
What if Morgan fails at something?
It says so. Failed tasks post a plain failure message with a task ID — Morgan never fabricates output to cover a failure, on any surface. Grounded quality gates (51/51 golden questions, 2,392 tests) catch regressions before a release is called done.
What can't Morgan do?
Anything outside your indexed record gets an explicit coverage notice saying what was and wasn't searched. Phone calls, unrecorded meetings, and channels you excluded are marked as gaps, not filled in. Morgan prepares drafts — it is not authorized to send emails, sign contracts, or make purchases.
How is this different from Copilot?
Copilot is locked inside Microsoft 365 and operates at the document level. Morgan connects across all your tools (Slack, Zoom, any CRM, Google Workspace, Notion), operates at the operations level (not just document editing), and is deployed as your own physically isolated instance — not a feature inside someone else's platform.

Ready when you are.

The demo runs on a sealed instance seeded with a fictional company — ask it anything, test the governance, watch it work. No customer data, no shared credentials.