Strategy shouldn't live in a slide deck. Dotwork turns it into a living, AI-readable operating model - connecting goals, work, money, and outcomes.
Every scaling company runs into the same quiet failure. A strategy is set in the first quarter, printed into a beautiful deck, presented to the board - and then, by the third quarter, no one can quite say how the day-to-day work still connects to it. The plan lives in one tool. The work lives in another. The budget lives in a spreadsheet. The result is drift.
Dotwork, a roughly 32-person company based in Georgetown, Texas, is built around that gap. It describes itself as an AI-native strategy, portfolio, and product operations platform - software that connects goals, work, finance, and outcomes into a single operating model so leaders can align teams and steer decisions with confidence.
Its founder and CEO, Steve Elliott, has seen this problem before. He built AgileCraft, a platform for scaling agile across large enterprises, and sold it to Atlassian in 2019, where it was rebranded as Jira Align. He stayed on as Head of Product. Then, in a move that is harder than it sounds for someone who already had an exit, he started over.
The thesis behind Dotwork is that most enterprise tools optimize for complexity when what leaders actually need is clarity. Strategy, in Elliott's framing, should be inclusive, flexible, and adaptable - not locked inside a document only a handful of executives ever open.
What makes the approach distinctive is the order of operations. Instead of bolting AI onto a legacy tool, Dotwork built the context layer first: a knowledge graph and a no-code organizational ontology that captures how a company actually works. Humans read it. AI agents read it too, around the clock.
Legacy systems bury insight under complexity instead of surfacing clarity for decision-makers.
Rigid frameworks lock teams in. Dotwork's no-code ontology adapts to how each org actually works.
Manual status updates create busywork. AI agents automate the routine and flag what matters.
Silos hide how work ties to strategy. The Context Graph reconnects goals, budgets, and delivery.
Enterprise planning, dependencies, roadmapping, OKRs, and metrics - all connected in a single model.
Capacity, intake, prioritization, capitalization, and investment planning that adjust to real-time performance.
A strategy knowledge graph and no-code org ontology capturing team topology and how work maps to strategy.
Always-on agents - Strategy, Risk, Investment, and Insights - that surface risks, dependencies, and recommendations.
A headless context layer / MCP server that lets external AI agents read your strategy context 24/7.
Boards & executives, product & portfolio leaders, and delivery & operations teams at product-led enterprises.
Dotwork was created with the idea that strategy shouldn't be hidden in documents or spread across tools. We aim to make strategy inclusive, flexible, and adaptable - helping customers make confident decisions even in uncertain times.
Dotwork competes with work-management giants and legacy portfolio suites - but its pitch isn't another task tracker. It's the connective tissue between strategy and execution, built graph-first for an era where AI agents also need to read the plan. The bars below are an illustrative read on category familiarity, not market share.
Alternatives per public comparisons: monday.com, Smartsheet, ClickUp, Betterworks, Jira Align - plus spreadsheets and homegrown tools.
Most vendors added an AI copilot to an existing product. Dotwork inverted that - building the organizational ontology and knowledge graph so agents actually understand the business before offering features on top.
The no-code ontology means a company defines how it works, rather than bending to a fixed framework. And the MCP server exposes that context to outside agents, treating strategy as infrastructure other systems can read.
Steve Elliott founded AgileCraft in 2013, grew it into an award-winning workplace, and sold it to Atlassian in 2019. Earlier roles include product leadership at SAP, Vovici, and Approva.
The founding team carries 20+ years of enterprise software experience and includes co-founder Kyle Byrd and product voice John Cutler, author of the widely read "Beautiful Mess" newsletter.
A platform to help Fortune 500 companies scale agile transformation.
The company is acquired and rebranded as Jira Align; Elliott becomes Head of Product.
Elliott starts fresh to build a modern, AI-native strategy and portfolio platform.
Led by Jim Crane's Crane Capital Group; early access to the platform opens.
Dotwork ships its AI agents and MCP context layer and launches an official partner program.
Announced November 2023, led by Jim Crane's Crane Capital Group. Backed by 20+ advisors and investors.
Subscription platform sold to product-led enterprises, extended by a 2025 partner/consulting channel.
"Work your way," "structure that scales," "built for change." SOC 2 compliant security posture.
Jim Crane, who led the Series A, also owns the Houston Astros.
AgileCraft was reportedly acquired for around $166M and became Jira Align.
Elliott wrote "The Decisive Company," an Amazon #1 bestseller.
Dotwork can model a whole company as a no-code ontology AI agents read 24/7.