How it works

A system that understands your business and runs it toward outcomes

Four steps from connected apps to autonomous decisions. No data team, no guesswork.

Step 1

A digital twin that understands your business

HelloTwin connects to your apps to build a semantic digital twin. A live, governed model of all your business objects, metrics, and relationships. No manual setup required.

Semantic Digital Twin

The semantic digital twin is a four-layer architecture that turns raw business data into governed, actionable understanding:

Data Layer: Connects to your existing apps (CRM, Billing, Ticketing, HR, and more) and structures the data for reliable, flexible usage.

Semantic Layer: Adds business meaning independent of data structure. The semantics are still app centric.

Ontology Layer: Maps app-centric semantics into company-wide entities. Solves identity resolution problems. Creates metrics.

State Layer: Captures the dynamic state of your business. All activities, changes, and events as they happen in real time.

Together, these layers give your Twins a complete, real-time understanding of the business, enabling them to act autonomously on governed meaning, not raw data.

Step 2

Twins turn understanding into decisions

Each Twin is a digital authority that owns a business function, such as marketing, sales, or product. Twins deliberate, evaluate, and decide, grounded in governed meaning, not guesswork.

Semantic Operating System

You set the goals. Twins figure out how to get there.

Goals: You define what matters: “increase pipeline conversion by 30% in Q3.” Goals are framed over governed metrics. No ambiguity, no drift.

Deliberation: The goal-assigned Twin nominates other functional Twins as specialized workers (Researcher, Critic, Analyst) to investigate the problem from their functional view. Contradictions are preserved, not hidden.

Evaluation: Evidence is synthesized into option comparisons and risk assessments. The goal-assigned Twin reviews the full picture, grounded in the semantic digital twin’s real-time situation context.

Decision: Only the goal-assigned Twin holds authority. It makes the binding decision to accept, modify, or reject, with a full decision trace recording the evidence, reasoning, and outcome.

Agent Harness: Decisions are delegated to AI agents (both built-in and from third-parties) through a governed execution layer. Agents operate in sandboxes with scoped access. They execute work, but never bypass governance.

Every step is auditable and deterministic. No consensus-based guesswork. One Twin, one authority, one accountable decision.

Step 3

Agents execute the work

Twins delegate tasks to AI agents, both built-in and third-party. Agents act on governed decisions, updating your apps and triggering workflows.

Step 4

A continuous execution & learning loop

Every action feeds back into the digital twin. Twins learn from outcomes, refine their understanding, and improve decisions over time. A closed loop from data to action to insight.

Steps 1 & 2 ship with our launch release. Steps 3 & 4 are on the roadmap.

Your business deserves AI that doesn’t guess.

Join the first SMBs to get a semantic operating system. Business-wide autonomy, zero hallucinations, no data team required.