We’re building the self-driving organization.
“What if the enterprise understood itself — and could steer itself toward what matters?”
People choose the destination. The enterprise understands itself, remembers what it learned, and directs teams, capital and AI continuously. That’s the future Dotwork is built for — and this is the story of how we got here.
The company we’re building
The operating layer between intent and execution, human and AI.
Dotwork powers the connected enterprise — the layer where a company decides, allocates and steers.
Mission
Make the enterprise steerable.
Every decision, team, dollar and agent pointed at what matters — and re-pointed when it changes.
Vision
The self-driving organization.
People choose the destination. The enterprise understands itself, remembers what it learned, and directs teams, capital and AI continuously.
The space we’re building
The connected enterprise.
A live model connecting strategy, capital, work, technology and AI, wired to the frontline systems the enterprise already uses.
Why now
When doing gets cheap, steering becomes the advantage.
Execution became abundant.
AI is collapsing the cost and time of code, analysis, research and coordination.
Alignment did not.
The machinery for setting priorities and carrying them through the company is still fragmented and calendar-bound.
Spend became variable.
Cloud, AI, applications and agents consume budget continuously, making annual planning and disconnected governance less effective.
The road to self-driving
From reporting on the enterprise to an enterprise that steers itself.
Cars didn’t become self-driving overnight, and neither will companies. Each level hands more of the steering to the system — and keeps people firmly in charge of the destination.
- 0
Reporting
Decks and spreadsheets explain what already happened — weeks after it could have been changed.
Where most are - 1
Connected
One live model of strategy, capital, work, technology and AI. Everyone — and every AI — sees the same truth.
Dotwork today - 2
Assisted
AI explains variances, drafts the readout and flags what moved, with the record behind every answer.
Dotwork today - 3
Guided
AI weighs trade-offs and proposes where people, money and agents should move. People approve, inside the guardrails.
Dotwork today - 4
Self-driving
The enterprise senses change and re-points teams, capital and agents continuously — asking people only for the decisions that are theirs.
Where we’re going
What it takes
A self-driving organization needs four things software never gave it.
Enterprise software got very good at tracking pieces of the business. It never learned how the whole business works. These are the capabilities we’re building to change that.
It understands itself
A flexible ontology: one live model of how the company actually runs, shaped to your business rather than a vendor’s template.
The platform
It remembers what it learned
Organizational memory: every decision, its reasons and what changed after it — so the company stops relearning the same lessons.
Meet Dot
It senses what’s happening
Integrations and ingestion wire the model to the systems the enterprise already runs on — the ledger, the cloud bill, the backlog, the AI spend.
Integration Hub
It acts, within the lines
Skills and agents do the work and weigh the trade-offs, and route every decision to the person who owns it.
Headless operationsWhat changes
What changes when the enterprise can steer itself.
An annual plan, reviewed once a quarter
Continuous steering, re-pointed the moment things change
Budgets set once a year
Capital that moves with the strategy
Decisions lost in meetings and inboxes
Every decision remembered, with its reasons and its outcome
AI bolted onto individual tools
AI that understands how the whole enterprise runs
People chasing status to find out what happened
An enterprise that reports on itself — and asks for the calls that matter
How we got here
Two decades on one problem.
We’ve spent our careers connecting strategy to execution. At AgileCraft we helped the world’s largest companies do it for product strategy — and as Jira Align, the platform was used by nearly half the Fortune 500.
We learned the real problem was everything in between: the funding decisions that shift priorities, the dependencies nobody sees, the trade-offs no system remembers.
AI changed what’s possible. Dotwork is what we built with it.
AgileCraft
We help the world’s largest companies connect product strategy to the work that delivers it.
2019
Atlassian acquires AgileCraft. As Jira Align, it’s used by nearly half the Fortune 500. Read more →
2024
Dotwork raises its Series A to build the connected enterprise — $18.5M across two tranches, completed in 2026. Read more →
2025
Dotwork Connect brings partners into the ecosystem. Read more →
2026
Dotwork acquires Arcario Group, adding forward-deployed teams that turn the model into outcomes. Read more →
What compounds
Every deployment makes the next one smarter.
Each deployment extends the same operating model, so the next team, the next budget and the next decision start with more context, more patterns and less reinvention.
Built with the people who run it
Our forward-deployed teams start on a bounded outcome, capture what repeats and write it back into the platform — so every engagement leaves the enterprise more capable of steering on its own.
How we work with youOur ambition
The platform every connected enterprise runs on — the system between intent and execution, human and AI.
People choose the destination. The enterprise gets itself there.
Be Decisive.Build Fast.Connect Everything.
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