Transform organizational strategy into concrete, dependency-aware, assignable work — not months of planning ceremonies. First-principles LLM reasoning, not pattern matching.
Executives define strategy in slide decks. Engineers get decontextualized tickets weeks later. When strategy shifts, the entire chain breaks.
Teams spend weeks in planning ceremonies manually creating tickets. Grooming, estimation, and dependency management sessions consume hundreds of person-hours per quarter — with inconsistent results.
Backlogs go stale the moment strategy changes. Dependencies surprise teams. Staffing decisions are based on gut feel. The overhead of Scaled Agile ceremonies is staggering, and the results are unreliable.
AI agents are accelerating execution. That makes accurate planning MORE important, not less. When teams ship faster, errors in strategic planning compound faster. A misaligned initiative surfaces in weeks, not months.
Jira, Asana, Monday, Linear — they all manage work after decomposition. None of them do the decomposition, maintain it, or forecast staffing from it. Cascade fills that gap.
Cascade takes your strategy as input and produces a complete, dependency-aware backlog. Every work item includes acceptance criteria, complexity estimates, and confidence scores.
Your strategic data never touches Cascade-hosted models. Connect OpenAI, Anthropic, Azure, or Bedrock. Full data sovereignty — your infrastructure, your rules.
Cascade classifies tasks by executability but never executes. Route agent-ready work to Devin, Copilot Workspace, or your internal tools via standard APIs.
Every decomposition produces a confidence score. Below-threshold items require human review. High-confidence items flow automatically. Quality without blocking velocity.
Compare baseline (human-only) vs. hybrid (human + agent) execution. Know exactly how many days you gain and where agents have the most impact — before you commit.
Existing tools manage work after decomposition. None of them do the decomposition.
| Capability | Jira / Jira Align | Cascade |
|---|---|---|
| Strategy decomposition | Manual ticket creation | AI-generated from strategy input |
| Backlog generation | Humans write every ticket | 2,907 items generated in minutes |
| Backlog maintenance | Manual updates, constant drift | Re-decompose on strategy change |
| Staffing forecast | Spreadsheets and gut feel | Computed from work volume/complexity |
| Agent readiness | No concept of executability | Every task classified for routing |
| Scenario planning | Rebuild plans from scratch | Model changes in real time |
| Ceremony overhead | PI Planning, grooming, estimation | AI decomposes; humans review |