Manifesto: Declarative Future
Today → Future
Today: Brittle coordination
Business logic is hard‑coded. Changes require analysts → engineers → DevOps → ops. Coordination across Humans ↔ Code ↔ Systems adds latency, bugs, and vendor sprawl.
Declarative Future
Teams define the “what”; the “how” is automated—generic, composable, auditable, versioned, and replayable. Decentralized authority with guardrails and simulation.
Why now
No/low‑code, LLMs, and agents democratize intent and knowledge. We implement a generic “how” once—so every team can move faster with confidence.
How It Works
Declare intent & rules
Business users and copilots author “what” in near‑natural structures. LogicFabric compiles them; DecisionKernel evaluates.
Understand & remember
Enterprise Brain builds ontology, entities, and temporal memory for consistent interpretation.
Plan & execute
Cost‑Based Orchestrator generates adaptive task DAGs over capabilities and agents, optimizing for cost/latency/precision.
Integrate & observe
MagicTunnel connects systems. Observability, audit, governance, and cost accounting provide end‑to‑end control.
Example: Flash Sale Automation
CXO intent → rules → optimal plan → execution
Intent: “Auto‑launch flash sales for soon‑to‑expire inventory.”
Rule: inventory_flash_sale if shelf_life_days < 7 AND available_units > 200 AND sales_velocity.last_7_days > 20 → offer.discount = dynamic(10,30)
Plan: StateCompiler precomputes flags/aggregates → LogicFabric applies pricing rules → ExecutionCore updates banners and prices → Consolidator readies human review or automation.
FAQ
What is MagicBeansAI?
MagicBeansAI is a Declarative Business OS. It lets teams define business intent (“what”) while the platform plans and executes the “how” via rules, knowledge, orchestration, and integrations.
Who is it for?
Biz owners, Biz teams, Product Managers, Program Managers and anyone who wants to grow business.
How do I get access?
We’re in private beta. Request access via the “Request a demo” button or email gouravd@themagicbeans.ai.
Want to be a design partner?
We’re working closely with a few teams to harden performance and workflows.
Talk to us