0%
By 2027, half of business decisions will be augmented or automated by AI agents using decision intelligence. The category is going mainstream.
Decision Intelligence Infrastructure for the AI era.
Scaling laws made AI fluent. Logic laws make AI true. Coglytix is built on both.
Coglytix is a unified decision intelligence infrastructure platform powered by Causal AI, starting with revenue optimisation and expanding across every business operation. It enables businesses to make better, faster, and more confident decisions. Coglytix explains why something is happening and tells you what to do next.
Core
Causal-GenAI & Decision Memory powering the full platform.
2026
Wedge: Revenue Decision Engine, in market.
2027+
OS: Universal Decision Engine across the enterprise.
DR-1247-A4F2
Approved
Recommendation
Increase pricing on Tier 2 by 8%. Causal lift +£34k MRR.
DR-1248
Send onboarding to Acme Ltd. (low engagement)
91%
Approved
DR-1249
Reallocate £8k spend: Paid → Partner channel
88%
Pending
DR-1250
Retention offer for at-risk Pro cohort (n=143)
n/a
Abstained
What drives us
Mission and Vision.
Mission
Build the decision intelligence infrastructure for the AI era.
Vision
A world where every business decision is grounded in cause, context, and confidence; where AI earns its place in the enterprise through proof, not promises; and where trust in machine intelligence is no longer something organizations hope for, but something they can verify on every decision.
Platform evolution
One platform. Evolving decision capabilities.
Coglytix helps businesses drive growth, scale revenue, and reach profitability by leveraging their own data safely and responsibly.
Coglytix
The Decision Intelligence layer
for the modern enterprise.
Think of Coglytix as a GPS for your business. It sees your data, plots the route, signals each turn, and gets you to your destination with proof. Every decision provable, transparent, and auditable, at machine speed, with humans in control.
The metaphor
Your businessis the car
Youare the driver
Your datais what the GPS sees
Coglytixis the GPS
Your decisionsare the turns
Outcomesare the destinations
2026 · in market
Wedge: Revenue Decision Engine
Closes the gap between dashboards and decisions for revenue leaders. Pricing, channel allocation, lead prioritisation, retention, marketing spend, and pipeline.
2027+ · expanding
OS: Universal Decision Engine
The same Coglytix, broader scope. Powers every decision that shapes a company's future, from operations and finance to people, risk, and strategic planning.
Platform architecture
From enterprise data to explainable action.
Coglytix sits between enterprise data and business execution, turning scattered signals into governed decision intelligence. Five layers, one platform, end-to-end.
01 · Sources
Enterprise Data
APIs, databases, warehouses, data lakes, PDFs, SaaS, files and streams from across the business stack.
02 · Mapping
Unification
LLM-native ontology mapping, feature engineering and business context, tenant-scoped.
03 · Engine
Coglytix Core
Causal(Double ML)-GenAI Engine, Closed-Loop Decision Memory, governance fabric and agent orchestration. The shared kernel.
04 · Output
Decision Intelligence
Prioritised recommendations, executive briefs, signed receipts, and append-only ledger.
05 · Action
Actions & Outcomes
Revenue, risk, operations, finance and strategy. Outcomes observed and re-fed into the engine.
Signed
Every decision is signed by a human approver before any action fires. Mandatory by design.
Statistically significant
95% confidence intervals, sensitivity bounds, and explicit abstention when evidence is insufficient.
Audit-ready
Decision, evidence, signature, and outcome recorded in an append-only ledger, exportable for audit.
Why we exist
Most companies don't have a data problem. They have a decision latency problem.
Every business runs on decisions, but most decisions are scattered across Slack threads, spreadsheets, dashboards, meetings, and human memory.
There is no trusted system of record that explains why a decision was made, what evidence supported it, who approved it, or whether it worked.
Over time, context is lost, trust erodes, and execution slows.
Even with modern data stacks, dashboards, analytics teams, and AI tools, leaders still struggle to make fast, reliable, and trusted decisions because the stack often stops at analytics rather than decision-making.
Coglytix starts where analytics stops.
Coglytix helps modern businesses turn fragmented enterprise data into faster, better, governed, explainable, and causally grounded decisions through safe and responsible AI.
The state of decisions
AI investment is up. Trusted decisions are not.
Six numbers from across the industry that map the same gap: data is everywhere, decisions are not.
0%
Of GenAI projects risk being abandoned after proof of concept due to poor data quality, weak controls, rising costs and unclear business value.
0%
Of companies struggle to scale AI value beyond pilots. Only 26% capture tangible returns from AI investment.
0%
Of IT leaders say data silos are blocking digital transformation, with most systems not configured to leverage AI.
0%
Of business leaders admit key decisions are routinely made on inaccurate or inconsistent data.
0%
Of executive time can be spent interpreting reports rather than acting on them, creating decision latency at the top of the business.
This is the gap. Coglytix is the decision infrastructure that closes it.
Pictorial proof
Anatomy of a Coglytix decision.
Every recommendation is a signed, statistically significant, audit-ready record. Here's what one looks like.
1
Causally grounded
Every recommendation comes with a 95% confidence interval and a sensitivity bound. The model says how sure it is.
2
Human-approved
The approver signs the brief before any action fires. Nothing autonomous you didn't opt into.
3
Audit-ready
The decision, its evidence, and its outcome are recorded once in a ledger. Replayable, searchable, defensible.
DECISION · DR-1247-A4F2
Approved
Recommendation
Do not upsell Acme Ltd. Send onboarding tips instead.
Low engagement
↓ 3 logins / week
Causal effect: -£420
Treatment: onboarding
Confidence
94%
The company
We are Coglytix
Coglytix is a deep-tech B2B Data & AI company based in Warwick and London, building the Decision Intelligence Infrastructure for the AI era.
Our platform combines governed AI agents, causal AI, LLM-native ontology mapping, domain-aware reasoning, outcome tracking, and human-in-the-loop oversight into one decision intelligence layer. It helps businesses drive growth, scale revenue, and reach profitability by turning fragmented data into governed, causally grounded, provable, explainable, searchable, auditable, confident decisions at machine speed, with experts in control of every consequential call. We start with revenue optimisation and evolve into a universal decision engine for every business operation.
We believe the next decade of enterprise software is not about more dashboards or bigger models. It's about making the decision itself, the highest-value object in any business, inspectable, portable, and capable of compounding intelligence over time.
Most AI tells you what is happening. Coglytix tells you why and what to do, with humans in control.
Principles
Five principles. Non-negotiable.
01
Causality over correlation.
We estimate what will happen if you act, not just what tends to happen.
02
Governance by design.
Audit trails, confidence intervals, sensitivity bounds, and human approval are defaults, not features.
03
Explainable AI.
Every recommendation shows its reasoning. When Coglytix cannot recommend with confidence, it says so. No black boxes.
04
Sovereign AI.
Your data stays in your region, under your control. Cloud, VPC, or on-premise, your call, never ours.
05
Customer co-creation.
Paid pilots. Money back if it doesn't work. No roadmap item without a design partner asking for it.
Expertise
Five disciplines, one mission.
Software Engineering
AI-native web and mobile platforms built for the moment of decision.
Data Engineering
Platforms that ingest, govern, and transform any data stack, from SMB SaaS to enterprise warehouse.
Causal AI
Treatment-effect estimation built into every decision, so recommendations reflect what will happen if you act.
Machine Intelligence
Deep learning, computer vision, and generative AI for the perception, classification, and language tasks that surround the causal core.
Decision Governance
Every decision recorded for audit. Every autonomous capability opt-in. Every action rollback-able. Built in from Day 1.
Culture & cadence
How we work.
Six cultural values describe us. Four operating pillars describe how we ship.
Our values
- • Openness
- • Empathy
- • Responsibility
- • Innovation
- • Contribution
- • Collaboration and impact
Operating model
Research. Causal inference, LLM-driven ontology design, safe AI, publications.
Build. Coglytix ships as the Revenue AI Decision Engine today and the Universal AI Decision Engine from 2027. One Platform powered by Coglytix Core.
Co-create. Paid pilots with guarantees. Roadmap driven by design partners.
Education. Open research and knowledge sharing.
Pilot 2026 · Cohort open
Get in touch
Coglytix changes how businesses decide.
For pilots, partnerships, investments, or general enquiries, drop us a line.
hello@coglytix.ai