Single-player AI can't deliver clarity(and results) at enterprise scale.

Dotwork can. Connect the dots between strategy, investment, teams, goals, outcomes, and work. 24/7. For leaders, managers, and teams.

Wildflowers and rolling hills

Strategy & Operations

Enterprise PlanningDependenciesRoadmappingOKRsMetrics and KPIs

Turn strategy into an operating rhythm. Dotwork keeps plans, outcomes, dependencies, and execution signals connected so teams can make better decisions without rebuilding the same context every cycle.

Portfolio Management

Capacity ManagementIntakePrioritizationCapitalizationInvestment Planning

Manage the portfolio with live context instead of static reporting. Dotwork helps teams evaluate demand, capacity, investment, and tradeoffs across products, programs, and strategic priorities.

Context Graph

Strategy Knowledge GraphOrg OntologyTeam TopologyMCP ServerAgent Context

Give humans and agents the same structured map of the business. Dotwork models strategy, teams, work, dependencies, and decisions as connected context that enterprise AI can actually use.

Lead with clarity, not noise

Dotwork combines your plans, budgets, risks, 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

AI for Every Decision Maker

AI that finally understands your business because it runs on your real operating context.

Lead with clarity, not noise.

Dotwork connects strategy, spend, outcomes, risks, and execution into one AI-ready model, giving leaders a live, trustworthy view of the enterprise.

Visibility

See where people, money, and time are going instantly.

Alignment

Understand what actually drives value across the business.

Action

Know how to shift investments when reality changes.

Strategy Agent aligns goals across portfolios

Risk Agent surfaces drift and misalignment

Investment Agent tracks spend vs outcomes

Insights Agent generates board-ready reports

The Dotwork Difference

See how product leaders are transforming their operations with our platform

“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

Cullen Childress

CPO

Solarwinds

“Priorities shift, teams evolve, and strategies adapt yet Dotwork keeps everything connected.

Lee Ditiangkin

Lee Ditiangkin

Sr. Director

NVIDIA

“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

Barry O'Reilly

Author of Unlearn

Nobody Studios

“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

Chris Butler

Director of Product Ops

Github

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

POM Starter Pack

A practical guide to operationalizing the Product Operating Model — define teams, scopes, rituals, artifacts, and funding models to bring the POM to life.

POM Starter Pack:
Launch Your Product Operating Model
Executive Summary

What problem are we trying to solve? Many companies today are attempting to shift toward what Marty Cagan has labeled the Product Operating Model.

A key challenge product leaders face is figuring out how to operationalize the product operating model in their unique context.

01Principles
02Teams
03Team Topologies
04Team Scopes
05Funding Models
+8 more chapters
Read the playbook
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
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.

01"The PDF"
02Ops-ortunities
03Core Cycles
04Rituals
05Artifact Safari
+7 more chapters
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
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.

01What an Operating Context System Is
02The Modeling Layer
03The Context Architecture
04Context Agents
05Context Quality and Decay
+9 more chapters
Read the playbook

Enterprise Capabilities

Dotwork helps organizations move faster, make better decisions, and eliminate the friction that slows teams down.

Clarity & alignment

Provide shared context and clear priorities so execution stays coordinated and aligned with evolving strategy.

1

Work aligned to this team stretches across three competing priorities

#2
Strategic Priority
#6
Strategic Priority
#14
Strategic Priority

Q: "Is our work aligned to the highest priorities for this quarter?"

Early risk detection

Reveal misalignment, slipping work, and emerging risks early in the cycle enabling timely intervention before issues escalate.

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

Better Decisions at Every Level

Ensure day-to-day decisions reflect strategic intent, driving consistent execution without bottlenecks.

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

Capital Efficiency

Ensure investments, capacity, and effort stay focused on the initiatives that create the most value eliminating wasted cycles and low-impact work.

Strategic GoalIncrease ARR 40%
InitiativeEnterprise Tier
InitiativeLegacy Support

Reallocate capacity to high-ROI initiatives

Eliminate friction

Remove manual stitching, duplicated updates, and spreadsheet overhead so work flows with cleaner, more reliable information

Re: Q3 Projections needed

2d ago

Hi team, still waiting on the updated numbers for the board deck...

Update on Roadmap?

Yesterday

Can you update the tracker? I need to know if we are shipping this week.

URGENT: Status check

10m ago

Where are we on the migration? The spreadsheet hasn't been touched in 3 days.

Project status synced automatically from Jira/Linear

The enterprise context layer for strategy and planning

Dotwork connects your strategy, operations, and structure into a single, cohesive graph. Unify your entire operating model with an intelligent system that aligns teams and surfaces insights automatically.

Start Connecting