Roadmap

Reducing the technical barrier to KRI configuration, dashboard authoring, and workflow automation.

In progress
Planned
Exploring

Small
Medium
Big

Q3 2026

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In progress· Q3 2026Big
Platform APIs and integrations
The developer surface: getting data in, getting events out, and being able to build against Azraq without a support ticket.
In this block
- Full REST API for KRI ingestion
- Webhook triggers on score change
- Client data connectors via config file
- Developer documentation and sandbox
In progress· Q3 2026Big
Data centre dataset
The canonical data centre dataset every other feature reads from, and the pipeline that keeps it accurate.
In this block
- Validated and enriched DC dataset, with provenance on every field
- DC asset catalogue and operator profiles
- Energy pricing module
In progress· Q3 2026Medium
Market pricing and benchmarks
What compute and capacity actually cost right now, and how a given site or operator compares to the market.
In this block
- Market intelligence dashboard: GPU and compute pricing, supply and demand signals, AI Compute Stress Index
- GPU compute pricing and market benchmarks
- Historical benchmark and market analysis
In progress· Q3 2026Big
News monitoring and risk signals
Continuous monitoring of the data centre market, scored into risk signals rather than left as a reading list.
In this block
- DC news feed with alert triggers
- News ingestion and aggregation pipeline
- News sentiment scoring across the six risk pillars
- Automated DC research reports and live dashboard
In progress· Q3 2026Big
Risk scoring engine
The first working simulation layer underneath the scores, and the research method that feeds it.
In this block
- Financial risk simulation engine
- Site research methodology for KRIs

Q4 2026

Planned· Q4 2026Big
Configuration without engineering
Moving model configuration out of engineering hands and into yours, safely.
In this block
- Drag-and-drop KRI weight editor
- Pillar configuration without engineering
- Rule-based hard gate builder
- Preview mode before production push
Planned· Q4 2026Big
Data platform scale-up
More sources, human review in the loop, and contract-level benchmarking on top of the dataset.
In this block
- Platform APIs, tooling and operator workflows
- Multi-source DC data platform with human review
- DC technology stack database
- SLA contract ingestion and benchmarking
Planned· Q4 2026Big
Deal scoring and technology risk
Scoring a deal as it moves through diligence, and understanding the technology risk sitting inside it.
In this block
- Due-diligence scoring with stage-by-stage rescoring
- Technology obsolescence and lifecycle intelligence
Planned· Q4 2026Big
AI site research in the product
AI-generated site research surfaced in the web app rather than delivered as a document.
In this block
- Research output and delivery layer across the product lines
Planned· Q4 2026Medium
Macroeconomic risk factors
Modelling how macroeconomic conditions move risk, and how those factors move together.
In this block
- Correlated macro risk modelling

Q1 2027

Planned· Q1 2027Big
Dashboards and reporting
Composing and distributing views without commissioning them.
In this block
- No-code dashboard layout tool
- Client branding and widget library
- Role-based views (ops, compliance, mgmt)
- Scheduled report builder
Planned· Q1 2027Big
Deal sign-off and operator history
The rest of the deal workflow: an operator's track record going in, sign-off and audit trail coming out.
In this block
- Operator performance from historical telemetry
- Due-diligence checklist, sign-off and audit trail
Planned· Q1 2027Big
Physical infrastructure risk
Bringing power, cooling and the building itself into the simulation.
In this block
- Physical infrastructure risk modelling

Q2 2027

Planned· Q2 2027Big
Workflow automation and alerting
Azraq acting inside the systems you already run, instead of being another place to check.
In this block
- Trigger-based alerting rules
- Integration with client ITSM / GRC tools
- Automated compliance evidence packs
- AI-assisted KRI calibration suggestions
Planned· Q2 2027Big
Sector products: insurance and finance
Purpose-built workflows for the two buyer groups that need their own vocabulary.
In this block
- Investor-facing risk intelligence and DD workflows
- Underwriting intelligence for insurers, brokers and MGAs
Planned· Q2 2027Big
Cascading failure modelling
Modelling how a failure in one layer propagates into the others, rather than scoring each layer alone.
In this block
- Cross-layer risk propagation

Backlog

Exploring· BacklogBig
Asset degradation over time
Modelling how assets degrade with age, rather than scoring them at a single point in time.
In this block
- Dynamic degradation modelling
Exploring· BacklogBig
Portfolio risk and KRI models
Moving from single-asset risk to portfolio exposure, on a broader library of models.
In this block
- Portfolio-level risk aggregation
- Expanded KRI model library
Exploring· BacklogBig
Supplier and external risk
Risk that originates outside the estate: the suppliers you depend on, and the wider macro picture.
In this block
- Supplier and supply-chain risk scoring
- Macro factor simulation
Exploring· BacklogMedium
Country-level data
Extending the dataset to country-specific sources.
In this block
- Country-specific data coverage
Exploring· BacklogMedium
Ecosystem and infrastructure
Supporting work with no date attached.
In this block
- MC Radar platform infrastructure
- Partner ecosystem map

Roadmap items are subject to sprint prioritisation and client co-development input. Periods are estimates, not deadlines.