A product by OpenMinds

Bye Dashboards,
Hello Decision Intelligence.

When most tools bolt AI onto existing data, Pre/cision is designed around decision outcomes from day one. Signals, analytics, and AI work together to detect what matters, explain why it matters, and recommend what to do next.

See how it works for: Retail Marketing E-commerce

No signup. A working mock with real decision flows. Know what changed. Know what to do next.

suite.useprecision.ai / stylehaus-malaysia

The Pre/cision Executive Suite: demonstration workspace for StyleHaus Malaysia, a fictional retailer.

The business context

Imagine knowing the moment something shifts.

A notification arrives when there is a shift, or an anomaly, in your sales and marketing. It tells you what changed, why it changed, and what to do next. Then you take action.

That moment is the whole product. Everything else exists to make it trustworthy.

Signals digest Monitoring

Why Pre/cision is different

We built it in reverse:
impact first, evidence last.

Charts are not the product. They are the proof. Pre/cision leads with what matters, and keeps the evidence one click away.

01

Signals Digest

Continuously monitors business data and surfaces meaningful changes before they become missed opportunities or bigger problems. Your team responds in minutes, not after the next all-hands.

See it in the demo
02

Recommendations & Agentic Actions

Pre/cision identifies likely causes, recommends next-best actions, and can queue agentic workflows: adjusting thresholds, preparing team briefs, or suggesting campaign, product, and operational responses.

Agentic actions ship in future versions.
See it in the demo
03

Conversational AI Interface

Ask what-if questions in plain language and receive scenario-based responses. Teams explore causes, trade-offs, and possible outcomes without waiting for analysts or creating another ticket.

See it in the demo
04

Analysis Reports

Charts and reports are still available, as supporting evidence. Drill into the underlying data to validate, inspect patterns, and share findings with stakeholders.

See it in the demo

How Pre/cision thinks

Signals first. Recommendations next.
Conversations when needed. Charts only as proof.

Underneath the digest is a full decision pipeline, from raw data to research-validated recommendations.

1

Data sources

Your commercial reality, unified.

CRMERPPOS eCommerceSocial mediaMarket data
2

Ingestion & ontology layer

One shared language for your business.

ETL pipelineAI ontology graph Entity resolutionSchema harmonisation
3

AI engine

Three systems, checking each other.

Expert system

Rule-based, auditable

Built on research best practice: every threshold defensible.

Agent system

Adaptive ML

Learns continuously, validated by human experts at every stage.

LLM + human validation

Expert review gate

Before every production deployment. No unreviewed inference.

4

Analytics evidence layer

Proven commercial models as proof.

Customer segmentationProduct affinity pairs + triples Dynamic pricing & AOV forecastCampaign uplift & BTYD Sensory: marketSensory: competition
5

What you receive

Three kinds of signals. Zero noise.

Commercial signal

Deviation from revenue baseline trajectory.

Customer behaviour signal

Churn probability or segment migration detected.

Marketing signal

Affinity shift or campaign performance anomaly.

Why & how this matters

Not AI added to reports.
Decision intelligence built for business impact.

A public LLM is a brilliant generalist. Your business needs a specialist that never sleeps.

01 / Monitor

Public LLMs are not built for continuous monitoring

  • LLMs answer when asked; Pre/cision alerts when it matters.
  • Less repeated prompting, less token-heavy analysis.
02 / Reason

Public LLMs cannot hold business logic reliably

  • LLM outputs vary by user; Pre/cision standardises reasoning and thresholds.
  • It explains what changed, why it changed, and what it means.
03 / Act

Public LLMs can infer beyond the evidence

  • Pre/cision grounds recommendations in verifiable data.
  • It turns signals into action queues and next steps.

Why Pre/cision

Three capabilities your other tools cannot replicate.

01

Signal-Triggered Intelligence

Pre/cision monitors continuously across unified data pipelines and delivers a summary alert the moment a threshold is crossed, research-validated and contextualised. Your team responds in minutes, not after the next all-hands.

Always on
02

Research-Backed Expert & Agent Systems

Our expert systems are grounded in peer-reviewed academic and industry research, not vendor heuristics. Agent systems learn continuously with human validation at every stage. Every recommendation carries a full audit trail.

Defensible
03

Conversational AI Interface to Agentic Actions

Ask Pre/cision a what-if question in plain language. Receive a scenario analysis, not a ticket. Agentic AI queues actions, adjusts thresholds, and briefs your teams, completing the decision intelligence loop while you focus on what matters.

Integration ready

The analytics evidence layer

Proven commercial models, working underneath.

Every signal and recommendation is backed by research-grounded models, the evidence you can always drill into.

3D render of a cluster of sky-blue spheres with one magenta outlier spherePredictive

Customer Segmentation

Behavioural clustering: high-value and at-risk cohorts, tracked over time.

3D render of two interlinked chain links, one sky blue and one magentaPrescriptive

Product Affinity Pairs + Triples

Association rule mining powering the cross-sell and bundle engine.

3D render of a tilted sky-blue price tag with a rising magenta arrowPredictive

Dynamic Pricing & AOV Forecast

Demand-sensitive pricing model to optimise average order value.

3D render of a sky-blue megaphone with magenta burst raysPrescriptive

Campaign Uplift & BTYD

Causal lift modelling with repeat-purchase timing via Buy-Till-You-Die.

3D render of a sky-blue globe with a magenta orbit ringExternal worldview

Sensory: Market

The outside forces moving your demand: economy, news, cultural moment.

3D render of sky-blue binoculars with magenta lensesExternal worldview

Sensory: Competition

Competitor launches, campaigns, pricing, and share of voice.

And more

Future solutions

On-going development of new solution modules that roll out on-the-fly, no re-platforming, no migration.

From Dashboards
to Decision Intelligence.

Know what changed. Know what to do next.

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