A goal outlives a chat.
People and agents can change tools without losing the direction behind the work.
sharing + you. people + agents.
your company's work, on boards nobody maintains.
Your tools. One company brain. A universal harness connecting contributions, decisions and goals through MCP.
your company thinks out loud.
THE SHARED GOALA better first hello.Launch a reliable pilot.
ALEX · DESIGN
A clearer invitation.
JO + CODING AGENTA fix.A finding.
saveProgress()
happy path: passRecovery still untested.
SAM + WRITING ASSISTANTReady foreveryone.our pilot.The promise meets the proof.
Maya · founder“Start small.
Make it feel right.”“Pilot first.
Then we learn.”
a person decides.
Make it feel right.”“Pilot first.
Then we learn.”
Source: rollout notePilot access supported.
Wider release unproven.
Wider release unproven.
FOR THE NEXT PERSON + AGENTHere's what we know.
Pilot wording. Its source.
Maya’s decision. The open
questions.
Agent R connects the dots.
01 / 04
A founder gives the work direction.
One goal, before the tasks begin.
The company’s universal harness
Many tools.
One shared brain.
Your native tools. One MCP connection. Shared goals, decisions and memory for the whole company.
Tool independent. Company connected.
A different tool. The same understanding.
ChatGPT today. Claude tomorrow. Your company’s context stays connected across people and compatible tools.
IN CHATGPT
“What can we promise in the pilot?”
One MCP connection
sharinguYour company’s shared brain
GoalLaunch a reliable pilotHuman decisionPilot-only wordingOpen evidenceWider availability
One organization worker · many people, roles and projects
A process that travels with the work
Every contribution. A loop worth closing.
One repeatable process for design, research, code and GTM. Give each contribution a goal, evidence and human review.
THE CONTRIBUTION PLAYBOOK
01 / THE BRIEFGive the work a reason.
Prepare the pilot announcement. Make the scope clear before writing a word.
- Shared goal
- Launch a reliable pilot
- Success means
- A claim the evidence supports
The goal travels with the contribution.
Flexible records. Accountable progress.
What went in? What moved forward?
Connect budgets and spend to the people, contributions and goals they support. Track the decisions and outcomes alongside them.
Tokens, time, review cycles, customer outcomes: the useful measure depends on the goal.
How to read the recordCONTRIBUTION / PIL-014LAUNCH PLAN
REPORTED TOKEN USAGE12,40010,000 input + 2,400 output tokens
Source: a tool’s usage report
Attached to the launch draft. Unreported usage stays unknown.
Supports the goalLaunch a reliable pilot01 / Our mission
Make the work add up
to understanding.
More people. More agents. More output. Yet the reason behind a decision can still disappear in a chat.
Our mission is to give that understanding a shared home: connect each contribution to its goal, keep the evidence close, and preserve the human judgment that moves it forward. A shared process that lives with your work, whichever tool you use.
agents produce · humans author
02 / The whole picture
Zoom out.
It all belongs together.
One place to see the goal, the work behind it, and where a person is needed. Pick a part to look closer.
sharinguCompany view · concept
The reason for the work
Start with the ambition.
Explore goal progress
Start with the ambition.
Keep its gaps in sight.
See which contributions support the pilot goal, who owns the decisions, and what still needs proof.
View the record
SHARED GOALLaunch a reliable pilot.
Wording scoped. Invitation research and recovery evidence still open.
03 / From the big picture to the details
One goal.
Many contributions.
A web app, a mobile experience, a launch. Follow the work and see why each piece matters.
sharinguPilot launch · shared project
THE THINGS PEOPLE ACTUALLY EXPERIENCE
Web + mobile. One intent.
A generic product concept: Alex designs the first experience, Jo builds it, and Sam explains it. sharingu keeps their reasons connected.
Generic interface studies
Web app · invitation flow
Your workspaceInvitation / 01
A BETTER FIRST HELLO
Good work
Good work
starts together.
You’re invited to the team.
Accept, then set up
your account.
Design contribution · clearer invitation wording
9:41•••
YOUR NEXT CHAPTER
You’re
You’re
invited.
Join the team.
Make something good.
same intent.every screen.
Web and mobile. One product direction.
THE SYSTEM AND THE REASONS BEHIND IT
A product stack.
A product stack.
A shared understanding.
Your team runs its own app. sharingu connects the contributions, sources and human decisions around building it.
YOUR PRODUCT · ILLUSTRATIVE STACK
Design notes, change references and test evidence
sharingu · THE CONTEXT AROUND THE WORK
Select a node to follow its role and related work. This is a
concept, not a deployment topology.
CREDIT, CONTEXT, AND SOMETHING TO POINT TO
Every contribution
Every contribution
has a place in the picture.
See the author, the artifact, and the reason it matters. Select a contribution to open its trail.
A clearer first hello.Interface study · web + mobile
PIL-011 / INTERFACE DIRECTION
A clearer starting point.
An interface direction connects the web app and mobile experience to the pilot goal.
Sources, decisions & open questions
- Contribution
- Alex’s interface study
- Human decision
- Maya selects a direction for the pilot.
- Still to learn
- Whether the interface helps pilot participants find their next step.
Authorship is preserved. Contribution tracking is not a
performance leaderboard.
PROGRESS YOU CAN EXPLAIN
What moved forward?
What moved forward?
And what proves it?
Follow the goal through three stages. Progress follows supporting evidence; recording a decision doesn’t complete the goal.
SHARED GOAL / PILOT LAUNCH
Launch a
Launch a
reliable pilot.
1/ 3criteria supported
Readiness unresolved
Not a completion percentage or launch approval.
SNAPSHOT 02 / AFTER HUMAN REVIEW
The wording is scoped.
The wording is scoped.
Two questions stay open.
Pilot wording matches availabilityRollout note + Maya’s pilot-only ruling
Supported
Invitation clarity is observedNew wording chosen; follow-up research pending
Open
Connection recovery is testedHappy path passed; recovery case untested
Open
A decision gives the team direction. The research and recovery
gaps remain visible.
Conceptual goal view with invented criteria and evidence. Not a
live dashboard.
FROM PRODUCT TRUTH TO A PUBLIC PROMISE
A launch is a process.
A launch is a process.
Not just a publish button.
Choose the audience. Shape the promise. Prepare the pilot. Learn what to do next: with the reasons still attached.
AUDIENCE HYPOTHESIS / V01
Small teams.
Small teams.
Too many loose ends.
People who want project work to feel clear, connected and manageable.
A hypothesis to explore in the pilot.
01 / THE PEOPLE BEHIND THE PLAN
Start with a need,
Start with a need,
not a channel.
Sam drafts an audience hypothesis for small product teams. Alex brings the first-use research. Together, they define what the pilot should help them learn.
Sources, decisions & open questions
- Input
- Audience hypothesis + research notes
- Human judgment
- Maya chooses a narrow pilot audience.
- Open question
- Does this problem matter enough to change how they work?
Audience, message, launch plan.Follow one contribution in detail
04 / A closer look
Behind every output,
a reason to keep.
Choose a contribution. Follow the evidence, the decision and what stays.
Pilot launch
Shared workspace
DRAFT / NOT PUBLISHED
Ready for
everyone.
A new way to start.
An announcement ready for
review.
Sam + writing assistantPIL-014
A bold claim. Does the source support it?
A contribution enters the
shared picture.
PIL-014 · CONTRIBUTIONReady to inspect
Can we say “available to everyone”?
Read the source and reasoning
“Our new onboarding is ready for everyone. Let’s announce it.”
Attached reference
Pilot rollout note
Availability, scope and
current limits.
A contribution is a starting point. Its claim still needs support.
Contributions, decisions and goals. Connected.Inside the model
05 / People, partners and accountability
Your team is bigger
than your org chart.
Your team, partner organizations and their agents. Shared projects, clear roles. Every contribution connected to a person, budget and goal.
AI toolsSlackTelegramWeb + mobile
ONE PROJECT · MANY HATS01 / 06
MAYA / MANAGEMENT
Know where you’re needed.
See the goal, its budget, the people responsible and the decisions waiting on you.
SHARED GOALLaunch a reliable pilot1 decision needs Maya
Recovery test
Jo’s test identifies an open recovery case. Maya’s launch decision keeps that limit visible.
Pilot launch · launch wording · Maya’s decision
The bigger picture, down to the reason.
DECISION / MAYA
A smaller promise. A clearer launch.
Invite a small pilot group while recovery checks continue. Keep the limitation in the invitation.
Based on Jo’s test and Alex’s invitation design.
- Budget scope
- Pilot delivery · Sam
- Accountable person
- Maya · goal owner
- Contribution
- Launch scope + approval
Our vision
A company that
learns as it works.
We imagine organizations where human judgment and agent capability build on one another. Every contribution leaves the next person better informed.
many minds.a shared understanding.
A reason survives the handoff.
The next teammate can find who decided, what informed the decision, and what remains uncertain.
Learning belongs to the company.
Understanding accumulates across teams and projects. Human authorship stays visible as the organization grows.
That is the future we’re building toward.
A little clarity
Good questions.
Straight answers.
What is sharingu, exactly?
sharingu is a universal company harness: one shared brain for goals, contributions, evidence and human decisions. It connects through MCP to compatible tools you already use. Agent R keeps that context connected; your chosen AI tools do the work.
How does it fit an agentic engineering team?
Engineering work can contribute change references, tests, findings and decisions toward shared goals. Your tools perform the work; sharingu connects the contribution to its organizational context. Design, finance and go-to-market teams contribute to the same goal.
Can it track tokens, costs and ROI?
The contribution record can be shaped around the measures that matter: reported usage, spend, time, decisions and outcomes. ROI needs a measured outcome, a baseline and the relevant costs. We’ll confirm available fields and integrations during onboarding.
Is this another AI subscription?
sharingu provides the shared company context and contribution process. You bring your own compatible AI tools and their model access. The deployment model is one cloud-hosted worker per organization with shared storage. Hosting, provider plans and beta terms are confirmed separately.
Does this replace human decisions?
No. Agent R helps connect, grade and explain contributions. People retain decision authority. A recorded approval does not establish a fact that lacks supporting evidence.
What about ownership and access?
The product is organized around organizations and project context. During a walkthrough, we’ll discuss your access and operational requirements and confirm what the current beta supports. Read about the model
Can I use sharingu today?
You can request private-beta access or a walkthrough. We’ll help you connect your tools, define your roles and start with a shared goal.
Start with something real.
Bring the work you
keep explaining.
Let’s give it a shared place to make sense.