Causal decision intelligence infrastructure for modern businesses

All things data & AI.Built for decisions.

Turn business data into better growth decisions.

Coglytix connects your financial, customer, product and operational data to show what is driving performance and where value is being created or lost. Its evidence-led AI tests business assumptions and cause-and-effect hypotheses against your data, helping your team identify which actions are most likely to improve cash flow, retention, revenue and profitability. Every decision, action and outcome is captured in Decision Memory, so your organisation can learn what worked, understand why it worked and make better decisions over time.

FOR GROWTH-STAGE AND SCALING BUSINESSES
Revenue-generating. Lean operating teams. Growing complexity. High-value decisions.

Founders and ownerssee where growth is created or lost
Finance leadersconnect cash, margin and operating choices
Revenue teamsunderstand retention, pipeline and customer value
Operations leadersalign teams around evidence and action

The reality

Growing businesses do not struggle because they lack data.

They struggle because their data is scattered, their reporting is reactive and their forecasts rely on correlations rather than causal evidence. As a result, their most important decisions are often made without enough context, clarity or follow-through.

Coglytix connects data, business context and causally grounded, AI-assisted decision intelligence so teams can see the full picture, understand what is driving outcomes, decide what action to take next, and learn from what happens afterwards.

Data and analytics, turned into decisions

One connected operating picture across revenue, customers, product, finance and operations, instead of fragmented systems producing different versions of the truth.

AI that augments judgement

Explainable, governed recommendations with a human in the loop. AI helps teams understand evidence, evaluate actions and make better decisions, never replacing human judgement or accountability.

See how Coglytix works
DECISION RECORD

COGLYTIX

Reduce churn in mid-tier accounts

signalRepeat-purchase rate declining across a mid-tier customer segment
whyEvidence points to onboarding gaps as the most likely actionable driver, rather than price
options3 interventions ranked by expected incremental economic value
decidedIntroduce guided onboarding for eligible new mid-tier accounts
outcomeRepeat purchase improved after the intervention
incremental impactEstimated uplift versus comparable untreated accounts: +7.4 percentage points
economic valueEstimated incremental contribution protected: £81,400
evidenceQuasi-experimental estimate · E4 · 91% confidence
learningGuided onboarding increased repeat purchase for this segment. The intervention, context, outcome and evidence are stored in the Causal Action Ledger for future decisions.

The problem

Why decisions stall

As businesses grow, complexity grows with them. Dashboards can show what happened, but leaders still struggle to understand what is driving performance, what matters now, and what action to take next.

A business leader evaluating uncertainty and risk

SILOED SYSTEMS

Scattered data

Sales lives in the CRM. Finance sits across accounting, banking and spreadsheets. Marketing reports from different tools. Product usage, payments, customer interactions and operational activity live elsewhere.

The result is fragmented context, conflicting signals and no single view of what is really happening.

different systems → different truths

REAR-VIEW MIRROR

Reactive analysis

Most reporting looks backwards. It explains what has already happened, often after the opportunity to intervene has passed.

Leaders see the outcome, but not always the signals, drivers or actions that could have changed it.

looking backwards → acting too late

CAUSAL GAP

Unclear cause and effect

Business data can show that two things moved together, but not whether one caused the other.

A customer may churn after usage drops. Revenue may rise after a campaign. Cash may improve after a collections push. That does not tell the business which intervention actually changed the outcome.

Without causal evidence, teams risk acting on correlation rather than impact.

correlation → assumption → uncertain action

NO MEMORY

Low-context decisions

Decisions are made, but the context behind them is rarely captured. What was decided, why it was chosen, what alternatives existed, what action followed and what happened next are often lost.

Without decision memory, teams repeat the same analysis, lose accountability and fail to learn which actions actually work.

decision → action → outcome → learning

Coglytix

The decision layer for your business

Start with the decisions that matter now. Build a trusted operating memory that becomes more useful as your business grows.

NOW

Coglytix

An evidence-led decision intelligence engine powered by causal AI, built for revenue-generating, growth-stage and scaling businesses. Identify what drives cash flow, customer retention, revenue and profitable growth, then track whether each action delivers the intended result.

Click here to help shape what we are building
Business leaders evaluating data and making a growth decision

FOCUS AREAS

Decisions that create economic value

Coglytix brings financial, customer, product and operational signals together so leaders can see where value is at risk, understand what is driving it, and prioritise the next action with evidence and context.

Cash Flow Cash Recovery Customer Retention Revenue Protection Profit Intelligence Growth Efficiency
Discuss your decision priorities

COGLYTIX CORE

The reasoning substrate beneath every product: reasoning agents, causal models, a knowledge graph and an explainability layer.

Coglytix Orchestra

The agentic data lifecycle for modern data teams

From enterprise data complexity to trusted, production-ready data in days.

Coglytix Orchestra is a domain-agnostic agentic data lifecycle platform that discovers, builds, validates, operates and continuously improves data workflows. It feeds trusted, governed data into Coglytix Core as a built-in component, or can be deployed independently.

Standalone platform01

Transform your data operations

Deploy Orchestra independently to automate and govern the complete data lifecycle across your existing cloud, warehouse and tooling.

DiscoverBuildValidateOperateOptimise
Coglytix ecosystem02

Power the decision layer

Use Orchestra as the intelligent data operations layer that feeds trusted, governed and decision-ready data into Coglytix Core.

Source systemsCoglytix OrchestraCoglytix Core
up to 100xfaster
75%cheaper
94%more accurate
From months/weeks to days/hours.One intelligent lifecycle for enterprise data operations and decision-ready data.

Coglytix Flex

The declarative and configuration driven decision specification for headless applications and agent-driven workflows.

Declare the decision. Coglytix handles the reasoning.

Define the objective, actions, evidence, constraints and success measures in a machine-readable Decision Specification. Coglytix uses it to generate causally grounded Decision Briefs, support accountable execution and build an organisational memory of what decisions worked, why they worked and what happened next. Your data remains within your organisation-controlled environment.

01Objective
02Actions
03Evidence
04Constraints
05Success measures

Expertise

The skills behind the products

We combine the engineering, intelligence and governance needed to turn business data into decisions that can be explained, acted on and measured.

01

Software Engineering

AI-native web and mobile platforms built for the moment of decision.

02

Data Engineering

Platforms that ingest, govern and transform any data stack, from SMB SaaS to enterprise warehouse.

03

Causal AI

Treatment-effect estimation built into every decision, so recommendations reflect what is likely to happen if you act.

04

Machine Intelligence

Deep learning, computer vision and generative AI for the perception, classification and language tasks that surround the causal core.

05

Decision Governance

Every decision recorded for audit. Every autonomous capability opt-in. Every action can be rolled back. Built in from Day 1.

Research

Better decisions begin with deeper research and understanding

Our research examines the gap between what a business can measure and what it can responsibly decide.

Featured white paper

How evidence, causal reasoning, decision records and accountable action could work together as a layer between analytics and business execution.

Download the paper
A diverse development team collaborating around a laptop
01 / EVIDENCE

What would change if we acted?

Move beyond patterns in past data by asking which comparisons and assumptions support a proposed intervention.

02 / MEMORY

Why was this decision made?

Keep the options, evidence and assumptions beside the choice, so the next team can learn from it.

03 / ACTION

Did it work?

Name an owner, agree what to measure and return to the outcome after the action has had time to take effect.

What Coglytix helps you do

From scattered data to confident execution

One decision loop

From raw signals to measurable outcomes

Coglytix turns analysis into a repeatable operating flow that connects evidence, action, accountability and learning.

Business data being analysed and translated into clear action

Connect

Bring scattered business data into a clearer operating picture.

Identify

Surface the signals that matter across growth, revenue, customers, operations and performance.

Decide

Turn reports and dashboards into practical decisions and next actions.

Remember

Capture decision context: what was decided, why, and what happened afterwards.

Augment

Use AI to support better judgement with causal evidence and enforce human in the loop at every consequential step.

Execute

Move from decision fatigue to confident execution, measured against outcomes.

The future will not belong to the businesses with the most data. It will belong to the businesses that make the clearest decisions, the fastest.
Why it matters
See clearly Decide confidently Grow intelligently

How it works

Think of Coglytix as the decision layer for your team.

Data, business context and causally grounded AI-assisted decision intelligence, together. Every recommendation is explainable, auditable and measured against outcomes.

Connect → Reason → Decide → Learn

The loop that turns judgement into compounding infrastructure.

Dashboards show what happened. Leaders still ask:

Causal, agent-driven analysis explains why performance moves, not just what moved, so you act on drivers instead of symptoms.

Signals are surfaced across growth, revenue, customers, operations and performance in one operating picture, before they become losses.

Governed recommendations rank the decisions that matter most, with a human in the loop at every consequential step.

Options come with evidence: explainable recommendations tied to expected, measurable impact, not another chart to interpret.

Every decision and its outcome is recorded and reviewed, so judgement compounds across the business instead of evaporating.

Your team decides which systems and data are in scope. Access permissions and data handling requirements are agreed before connecting them, with human oversight of consequential decisions.

Help shape what we are building

Design Coglytix around real business decisions

Help us understand how an important recurring decision is made today, where the process breaks down and what a useful decision system would need to deliver.

10
focused questions
About 5
minutes
Built around
real decisions

Response received

Thank you for helping shape Coglytix

Your response has been submitted successfully.

Your insights will help us understand how organisations make important decisions, where current processes fall short and where Coglytix can deliver the greatest value.

We will use the research findings to inform our product development, industry use cases and design-partner programme. If you expressed an interest in becoming a design partner or joining a pilot, we may contact you using the details you provided.

Your information will be used only for the purposes explained in this research.

Questions or further information?
Contact us at hello@coglytix.io.