Predict.Analyse.Solve. Data.Solutions.Sales.Customers.
One system that predicts, selects, and acts. Evidence, rights, and accountability travel with every decision. People keep authority over every consequential step.
One governed view of every relationship
MindLoop assembles a private, consent-verified digital twin from your existing systems — nothing leaves your control.
Connect your data sources
CRM events, support tickets, transactions, partner feeds, IoT signals, compliance documents — all flowing into one system.
One entity, one view
Every customer, patient, supplier, or member becomes a digital twin — a unified, governed entity with live state.
Contradictions resolved automatically
When two sources disagree (departure time, address, status), the facet engine resolves to the correct value with provenance.
The twin updates with every event
Every purchase, support call, partner update, and sensor reading flows in. The twin state updates in real time.
15+ sources, one governed entity
Documents, events, live feeds, and partner data converge into a single twin with consent scope, freshness, and version tracking.
The twin predicts what happens next
Six prediction heads, one constraint solver. Evidence-grounded decisions that improve every week.
Evidence retrieved and scored
14 governed evidence items retrieved. Freshness, output-contract, and training-safety gates applied to every item.
Six predictions, one decision
Completion, conversion, complaint regret, repeat value, handoff need, latency cost risk. Calibrated with uncertainty estimation.
Act, ask, hand off, or abstain
The constraint solver routes every prediction to one of four outcomes based on policy gates and uncertainty thresholds.
Every decision is auditable
Provenance chain: ingress → evidence → prediction → consent → action. Append-only, tamper-evident, tied to consent scope.
Predictions improve every week
10-stage autonomous cycle: research, mutation, proof, shadow, canary. The prediction kernel gets better without human intervention.
Route through the constraint solver
Selected when evidence is strong. Question when more input is needed. Handoff when risk is too high. Abstain when uncertain.
Create agents from natural language
Describe what you need. MindLoop builds a governed agent with capabilities, risk classification, and marketplace pricing.
Publish to the marketplace
Agents are published with pricing, visibility controls, and quota enforcement. Purchases trigger governed fulfillment.
Agents act on predictions — people keep control
Created in plain language. Deployed on WhatsApp. Bounded autonomy with human handoff.
Enterprises describe the problem
The enterprise arrives with a real workflow. MindLoop decomposes it into workstreams with owners and baselines.
Small businesses set up in minutes
A plumber describes services, hours, pricing, and area. MindLoop builds a WhatsApp agent. No code.
Customers reach agents on WhatsApp
No app download. No login portal. Customers message the agent on the channel they already use.
Agents interact across businesses
An airline agent contacts the hotel agent. The lounge agent grants access. All governed, all logged.
Everyone gets paid
Agent creators earn per interaction. Businesses set pricing. MindLoop handles metering and payouts.