Applied AI · EthicalBrain Technologies
We build AI that does the work.
Software that reads the situation, decides, acts, and signs its name to what it did. Six systems, one architecture, one rule: autonomy with evidence.
Registered in the DIFC, Dubai · Operating globally
- ClososPipeline context readPipeline context readUnderstand
- EthicalBrainControls mappedControls mappedDecide
- OpsMotiveStep automatedStep automatedAct
- DigitalMarketarResult loggedResult loggedProve
Illustrative representation of the operating loop across portfolio systems.
15+
SaaS products built, co-built or backed
1M+
Customers served across the wider portfolio
6
Systems operated under our own name
10+
Industries our team has shipped into
01Start here
Pick your door.
Same architecture underneath. Different first question.
Door 01
Enterprise
You run the systems the business depends on.
- Autonomy allocated per action, not per product
- Runs on top of your CRM, ERP and comms stack
- Evidence produced by execution, not reconstructed
Door 02
Government & public sector
Every decision has to hold up in front of regulators, auditors and the public.
- Registered in the DIFC, Dubai. Operating globally
- Policy expressed as controls, controls emit evidence
- Every consequential action carries a reversal path
Door 03
Individuals & teams
You just want the software to carry more of the week.
- Live products you can use today, not a waiting list
- Human wellbeing systems built on the same stack
- Open notes on what we are building next
02Operating model
Five ways we show up.
Build, co-build, enable, govern, back. Most engagements start in one and grow into another.
Mode 01
We build our own systems end to end
Closos, EthicalBrain, Diething and the systems behind them are ours. We carry the architecture, the model choices, the failure modes and the roadmap.
OutputOwned products in market
03Portfolio
Six systems. One field.
Move across the map from intelligence to execution, individual to enterprise.
Hover a system to see why it exists. Click to open it.
6
Systems under our name
3
Live today
3
Piloting Q4 2026
4
Categories covered
04The method
Watch the loop run.
Understand, decide, act, prove, learn. Click a stage or let it play.
05Technology
Built for production.
Five layers, with trust cutting across all of them.
- 01
Experience Layer
Role-adaptive interfaces, workflows and approval surfaces. What a person actually sees and signs.
- Role-adaptive UI
- Workflows
- Approvals
- Review queues
- 02
Orchestration Layer
Agents, routing, planning and policy-aware execution. The part that decides what happens next and whether it is allowed.
- Agents
- Routing
- Planning
- Policy-aware execution
- 03
Intelligence Layer
Foundation models, domain reasoning, retrieval, classifiers and evaluators, selected per task, not per vendor relationship.
- Foundation models
- Domain reasoning
- Retrieval
- Classifiers
- Evaluators
- 04
Context Layer
The organisation's real substrate: systems of record, communication and knowledge. Context is what separates a demo from a deployment.
- CRM / ERP
- Data stores
- Email & calendar
- Documents
- Knowledge
- 05
Measurement Layer
Evaluations, performance, cost, adoption and outcome feedback: the evidence that a system is worth its autonomy.
- Evaluations
- Performance
- Cost
- Adoption
- Outcomes
Trust Layer
Identity, permissions, policy engine, evidence, audit, human approval and rollback, spanning every other layer rather than sitting beneath them.
- Identity
- Permissions
- Policy engine
- Evidence
- Audit
- Approval
- Rollback
Shared primitives across every system
Context fabric
One place a system reads the world from: records, documents, signals and history, resolved and current.
Executable policy
Rules written as controls the runtime enforces, not a PDF someone is meant to remember.
Action runtime
The layer that actually does things, inside boundaries, with a reversal path for anything consequential.
Trust Receipts
A signed record of what was done, on what basis, under which rule, and who could undo it.
Evaluation harness
Continuous scoring against the outcome that matters, so drift shows up before a customer finds it.
One stack, six systems. Conceptual view of shared components.
06The wider group
Bigger than the six.
Fifteen-plus other SaaS products, built or backed by the same people.
Home base
EthicalBrain Technologies is registered in the Dubai International Financial Centre. Hover a node to see what we do there. Arcs are reach, not offices.
Fields our team has shipped into
- Financial services & fintech
- Healthcare & life sciences
- Retail & e-commerce
- Manufacturing & industrial
- Logistics & supply chain
- Energy & utilities
- Professional & legal services
- Public sector & regulated bodies
- Property & construction
- Media, marketing & agencies
- Education & training
- Technology & SaaS
EthicalBrain Technologies
Registered in the DIFC, Dubai. Operating globally.
- Systems in market
- Closos, EthicalBrain, Diething
- Systems in pilot
- DigitalMarketar, AdsThinker, OpsMotive
- Portfolio backed
- 15+ software companies
- Operating base
- DIFC, Dubai
- Delivery reach
- Remote-first across EMEA, APAC and North America
Team operating history
Work done by our people before and outside this company. Kept separate so nothing here is mistaken for company performance.
- Consumer scale
- Products serving over a million customers
- Sectors
- Revenue, marketing, operations, health, energy, logistics, public sector
- Disciplines
- Systems engineering, applied ML, evaluation, design, governance
- Delivery model
- Small senior teams, shipping in weeks not quarters
Aggregate figures across products built, co-built or backed by our team over time. They describe accumulated operating experience, not the customer base of any single named system on this site.
The company07Enterprise & bespoke
We run this on ourselves first.
The methods behind our own products, pointed at yours.
01
AI Strategy & Enablement
A defensible portfolio of AI use cases, an honest readiness position and an operating model that can carry them. We work from value cases backwards rather than from technology forwards.
02
Applied AI Product Engineering
We build. Agentic applications, copilots, workflow automation and internal platforms taken from prototype to production using the same architecture patterns as our own products.
03
AI Governance & Assurance
System inventories, control design and evidence architecture. Governance built as an operating capability, informed by building EthicalBrain.
04
Autonomous Operations Design
Identify which processes are genuinely suitable for AI execution, then design the rails: policy boundaries, approval levels, human-in-the-loop points and rollback paths.
05
AI Transformation Advisory
The organisational half of the problem: how teams are structured, how capability is built, how adoption is measured and how a successful pilot becomes a standard way of working.
06
Venture Building & Product Partnerships
We incubate, co-build and selectively back products where our architecture, distribution insight or operating expertise creates real value, as operators, not spectators.
The thesis
The next generation of software will not wait to be asked. It will understand, decide, act, and prove what it did.
We’re building that generation from Dubai’s DIFC, for organisations that have to answer for what their systems do.