AI Business Context
Complete operational visibility. Strategy, spend, work, and decisions sit against the goals you already set — not a briefing you paste in.
Meeting
ObjectiveGoal
The AI-native enterprise steering layer
One operating model. Every decision connected.
Dotwork connects strategy, goals, capital, work, and outcomes in a live enterprise operating model—giving humans and AI the context to make better decisions, adapt faster, and continuously improve performance.
01
Steer
What should we do — and why?
Strategy continuously calibrated to reality.
Turn market insight, leadership assumptions and strategic choices into a living plan. Compare scenarios, make trade-offs, fund the right bets and learn from the results — with your industry’s context built in.
Explore Steer02
Fund & Optimize
Where is our money going — and is it going to the right places?
Maximize the value of every dollar spent.
Cost AllocationPlanning, Budget & ForecastCloud Spend OptimizationAI Token EconomicsWorkforce & LaborProcurement & Commitments
One shared view of spend, people, contracts, cloud and AI. Start in technology or one function, then extend the same discipline across the business.
Explore Fund & Optimize03
Govern & Deliver
Is the work getting done — the right way, and for the right reasons?
From plan to proof, in one continuous learning loop.
Strategic Portfolio ManagementEnterprise ArchitectureEnterprise Standards & ControlsAI Governance & Assurance
Turn company priorities into funded projects, coordinated work, a clear technology roadmap and controls you can prove — and see everything a change affects before you approve it.
Explore Govern & DeliverThe model underneath
A governed graph, with decision memory
Strategy, teams, technology, work, cost, and decisions — humans and AI agents reason from it together. Not tool exhaust stitched into a graph. Institutional memory of what you decided, and why, built in.
Enterprise Operating GraphDurable OntologyMCP Server1000+ IntegrationsAgents do work
Lead with clarity, not noise
Dotwork combines your strategy, capabilities, finance, governance, and work into one model. It shows what's happening, what's slipping, and what's delivering value.
Dotwork AI
AI capabilities for an operating model that never sleeps
Dotwork gives AI durable organizational context, then turns that context into always-on analysis, recommendations, and executive-ready views.
Headless
Dotwork MCP
Expose Dotwork as the structured operating context layer for AI. Agents can query strategy, work, ownership, dependencies, decisions, and health without relying on brittle screenshots or stale exports.
MCP serverOperating graphGoverned context
Power every stage of your operation
A decision-making brain that gets sharper every day.As your teams feed the engine—with every interaction and new context—the fabric of your intelligence gets better.
AI Assisted Planning
Turn the last cycle’s record into the next plan. Agents assemble options from what you already decided. You still choose.
Deck
Sheet
Jira
✦
AI Reports & Meetings
Replace slides with a live engine. Walk in with summaries from the model and interrogate them on the spot.
Custom analysis
What moved since last quarter — and why?
Analyze
AI Risk & Dependency Tracking
Leadership’s early warning. Drift and broken dependencies surface before anyone flags them in a pack.
Alert
Dependency on payments platform is now on the critical path
Surfaced from the model — not a status update.
AI Executive Briefings
Curated insights, pushed before the meeting. Headlines, risks, and signals from the living model — not last quarter’s deck.
Search mail
Board pack
Spend vs outcomes, 3 risks
Q3 landing
Forecast off $2.4M — driver attached
AI Strategy Intelligence
Scenarios from your own record. Where to compete, what to fund, what to stop — without a consulting overlay.
Report summary
Where to compete
What to fund
What to stop
The Dotwork Difference
See how enterprise leaders are replacing the stack — and steering with one model
“Most enterprises don't need another planning tool — they need a connective tissue for how strategy becomes execution. Dotwork is the first platform I've seen built for that reality.”
Cullen Childress
CPO
“Priorities shift, teams evolve, and strategies adapt yet Dotwork keeps everything connected.”
Lee Ditiangkin
Sr. Director
“The level of clarity Dotwork provides is something companies have been chasing for years. It finally connects strategy, risk, and execution in one place.”
Barry O'Reilly
Author of Unlearn
“What stands out about Dotwork is how naturally it fits into the rhythm of a large organization. It brings coherence to the way strategy, operations, and decisions intersect.”
Chris Butler
Director of Product Ops
A platform that's the foundation for your operating model
Start with our playbooks — practical frameworks you can use right away or adapt to your context.
Playbook
Discovery Playbook
A structured way to discover the core elements of your operating system — cycles, rituals, artifacts, language, structures, and decision patterns.
Discovery Playbook:
Discover Your Operating System
Discover Your Operating System
Executive Summary
By following the steps in this playbook, you will have a clear, concrete picture of how your organization actually works today.
You are creating an internal platform, not buying and installing a vendor product.
Read the playbook
Playbook
Operating Context System
A blueprint for modeling, maintaining, and activating the shared context humans and AI agents need to operate with coherence.
Operating Context System:
Build Context Infrastructure for the Age of AI
Build Context Infrastructure for the Age of AI
Executive Summary
An Operating Context System connects strategy to execution and makes organizational knowledge usable by humans and AI agents.
It models operating reality, maintains it over time, and activates it in the moments where decisions and work happen.
Read the playbook
AI Guide
Solving Forever Problems with AI
Ten persistent problems in strategy, operations, and product development — and how AI might finally change the game.
Solving Forever Problems with AI:
And how AI might change the game
And how AI might change the game
Executive Summary
I've been obsessed lately with the idea of “forever problems.” These are the problems you were just as likely to hear about ten years ago as you are today.
In strategy development, strategy deployment, goal setting, and resource planning, AI is creating a chance to revisit these problems and test a new angle.
Read the guide
Guides
Enterprise Capabilities
One model, five things your current stack can't do — no matter how many tools are in it.
Always steerable
Every team's work traces to a strategic priority in the live model — so when strategy shifts, you see exactly what moves with it, the same day.
1
Work aligned to this team stretches across three competing priorities
#2
Strategic Priority#6
Strategic Priority#14
Strategic PriorityQ: "Is our work aligned to the highest priorities for this quarter?"
Looks around corners
Agents watch the model continuously for drift, slippage, sentiment shifts, and emerging risk — and bring you the intervention point, not the post-mortem.
Sentiment for "Platform Migration" has trended negative. Two workstreams shifted to Off Track this week, and stakeholder updates range from neutral to very poor.
Would you like a detailed breakdown of the blockers?
That would be great!
→ Initiative status updated • Stakeholders notified
Decision Memory
The thing no other system holds: what you decided, and why. Every decision is captured with its intent, principles, assumptions, and outcome — linked to the strategy and work it shaped. Your organization stops relearning its own lessons, and every future decision starts smarter.
Final Decision
Build an Interactive Tradeoff Explorer as core Q2 feature.
Strategic Intent
Win mass-affluent planning with fastest path to confident decisions.
Strategic Principles
Prioritize clarity and AI-assisted insight over complexity.
Key Assumptions
Advisors need leverage through narrative-ready insights.
✓ Decision context preserved & linked to roadmap
Every dollar traceable to an outcome
Investment, capacity, and technology cost live in the same model as strategy — so reallocation is a decision you make in an afternoon, not a TBM project you fund for a year.
Strategic GoalIncrease ARR 40%
InitiativeEnterprise Tier
InitiativeLegacy Support
→ Reallocate capacity to high-ROI initiatives
Retires the human glue
No more chasing updates, reconciling spreadsheets, or rebuilding the same deck. The model stays current from your systems automatically — the manual reconciliation work is just gone.
Re: Q3 Projections needed
2d agoHi team, still waiting on the updated numbers for the board deck...
Update on Roadmap?
YesterdayCan you update the tracker? I need to know if we are shipping this week.
URGENT: Status check
Where are we on the migration? The spreadsheet hasn't been touched in 3 days.
→ Project status synced automatically from Jira/Linear
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