The operating system for innovation.

Your teams don't have an execution problem. They have a clarity problem. Sophyworks runs the Decision Stack — vision to strategy to the decisions teams make every day — as a living system, not a slide deck.

MULTI-MODEL MCP-NATIVE FULL DECISION TRACEABILITY
FIG. 1 — SOPHYWORKS aOS, MESA 1 · LIVE SESSIONPROBLEM GRAPH + HUMAN JUDGMENT
Sophyworks aOS — desktop launcher with the decision graph, human judgment window and application dock
§ 1 — THE MODELFOUR LAYERS, ONE FLOW

AI structures the problem. Humans validate the direction.

Sophyworks fills the gap with a structured, AI-guided flow — from problem to delivery. Four layers, stacked like an OS: context at the base, delivery at the top.

LAYER 01 · FOUNDATION — Human & Business Context
AI without context is just commodity

The same AI can produce noise or value — context is the difference.

"The more high-quality context we give a machine, the more useful it becomes."

LAYER 02 · GENERATE — AI-augmented
Bias lives in single hypotheses

Even the best teams can't match the breadth of solutions AI can generate.

"The first hypothesis is rarely the best one — it's just the fastest."

LAYER 03 · DECIDE — Decision & Curation
Better decisions, less noise

Curated information. Clear direction. Confident execution.

"Human-in-the-loop: AI accelerates execution while humans own direction, quality and accountability."

LAYER 04 · DELIVER — AI-Powered Delivery
Teams execute with clarity

Aligned work. No confusion. No wasted effort.

"Over 90% of planned initiatives delivered — transforming how teams move from strategy to execution."

§ 2 — ARCHITECTURETHE DECISION STACK

The Decision Stack, running as a system.

The Decision Stack connects the dots — vision to strategy, strategy to objectives, objectives to the decisions teams make every day. Sophyworks doesn't put it in a workshop or a poster. It runs it, like an OS runs processes.

It's not another layer of process. It's fewer, better, more connected ways of creating direction — so everyone at every level makes better decisions, faster, without waiting for permission.

LAYERFUNCTION
KERNEL

Vision & strategic domains

The why that everything else inherits. Versioned, visible, alive.

RUNTIME

Strategy & objectives

Bets and outcomes wired to the vision above and the work below.

PROCESSES

Problems, hypotheses & judgment

AI frames the problem and generates alternatives. Humans decide.

I/O

Decisions → delivery

Approved decisions flow to sprints, IDEs and agents via MCP — with traceability.

SYSCALLS

Signals back in

Outcomes, risks and learnings return to the stack. Context never drifts again.

§ 3 — INTEGRATIONWHERE AI BUILDS, CONTEXT STAYS

Where AI builds. Where context stays.

Connect your IDEs. Keep the mission alive.

From Cursor to Claude and Antigravity — every action feeds back into Sophyworks.

Your team can generate code, ideas and solutions anywhere. But without a system to capture, connect and evolve that work, everything drifts.

Sophyworks integrates directly with your IDEs to return outcomes, update decisions, refine documents and join discussions — keeping everything structured, traceable and aligned to the mission.

// No more scattered links. No lost context. No broken strategy.

Sophyworks
VS CodeVS Code
CursorCursor
ClaudeClaude
GitHub CopilotCopilot
AntigravityAntigravity
§ 4 — SPACESEVERY DISCIPLINE, ONE DESKTOP

Not tabs in a browser. Processes in an operating system.

Windows, desks and a dock — every space reading and writing the same strategic context. Run ps -ax on your innovation practice:

ADDRSPACEFUNCTIONSTATE
0x01ProblemsTriage, judgment, graph and dashboard — from raw signal to framed problemrunning
0x02IdeasCapture raw ideas and structure them into demands worth deciding onrunning
0x03HypothesesCompeting alternatives, not the first guess — evaluated before they're expensiverunning
0x04JTBDMap motivations, situations and outcomes behind every demandrunning
0x05RisksRisk matrix with mitigation and contingency — governance built in, not bolted onrunning
0x06Roadmap · SprintsISO-week planning where every item traces back to a decisionrunning
0x07DrawOpsFree-form discovery canvas plus PlantUML diagrams for architecturerunning
0x08Agents · AI ChatAgents that analyse, draft and plan — always inside your strategic contextrunning
§ 5 — ENGINEMODELS, MCP & CONTEXT SOVEREIGNTY

Any model. Any IDE. Your context stays sovereign.

Models are becoming commodity. Context is not. Sophyworks is the layer that makes both your people and your AI tools smarter — because it's where the strategic context lives.

Multi-model, by design

Switch frontier models per task or per desk. Bring your own key or use ours — usage is transparent down to the token.

ANTHROPICclaude-sonnet-4.6✦ recommended
claude-opus-4.7 · haiku-4.5
GOOGLEgemini-2.5-pro · flash
OPEN CLOUDkimi-k2.6 · qwen3.6 · minimax-m2.5
BILLINGyour key or our creditsper-token usage log

MCP-native, end to end

From Cursor to Claude Code to Antigravity — every action in your IDEs feeds back into the Decision Stack. No scattered links. No lost context. No broken strategy.

DECIDESophyworks — problem framed, hypothesis approved
└── mcp://context → out
BUILDCursor · VS Code · Claude · Copilot — agents build with full context
└── mcp://outcomes → in
LEARNBack to the stack — decisions updated, docs refined, audit trail intact
§ 6 — POSITIONWHY AN OPERATING SYSTEM

Tools run tasks. An OS runs the organisation.

Execution tools answer "what's the status?". The innovation OS answers the question that comes first: "why does this work exist — and is it still the right bet?"

SYSTEMOPERATES ATWHAT'S MISSING
Jira / LinearExecution layer — tracking tasksNo problem analysis, no strategy link
Notion / ConfluenceDocumentation layer — storing wordsNo structured decision workflow
ChatGPT in a tabOutput layer — generating textNo memory of your strategy, no governance
Sophyworks aOSDecision layer — vision → judgment → deliveryNothing. The full loop, traceable end to end
§ 7 — PRICINGONE PLAN, ALL IN

Simple pricing. Everything included.

No tiers. No add-ons. No feature gating. Every space, every capability — all in, always. Unlimited projects, initiatives and shared folders for your whole team.

Bring your own model key or use our credits. Per-seat, transparent, cancel anytime.

// pay annually and save ~27% per seat

ALL-IN
Sophyworks aOS
$49/ user
/ month
billed annually · or $67/user/month billed monthly
Everything in. All spaces — Problems, Ideas, JTBD, Hypotheses, Risks, Roadmap, DrawOps & Agents — unlimited projects, AI actions, intelligent input analysis and MCP integration. Full decision traceability, end to end.
Book a demo
§ 8 — INSTALLBOOT YOUR DECISION LAYER

Strategic clarity is the new speed. Install the OS that runs it.

Ask the agent, or search Spaces…

Set up your first project in minutes. Frame one real problem. Watch judgment, governance and delivery connect — for your people and your AI.