Fixing the Data Foundations Behind Safer, Smarter Social Housing Fractional Data & AI Strategy for housing leaders navigating compliance, performance, and ethical AI deployment.
About Me
I’m Maryam Idris, a performance analyst, data strategist, and board member in UK social housing. I help boards and executives bridge the digital decoupling gap — turning fragmented, siloed, or incomplete data into actionable insights that drive safer homes, operational efficiency, and regulatory compliance.
Credentials:
- Microsoft Partner & Certified Data & AI Professional
- IIBA Business Analytics Certified
- Diploma in AI & Data Science
- BSc in Accounting; BSc in AI & Data Science (pending June 2026)
My philosophy: great data isn’t just technology — it’s people, trust, and purpose. I provide fractional, high-impact guidance for housing leaders who need executive-level insight without the cost of full-time hires.
Why I Exist
Most housing organisations don’t have a technology problem — they have a data foundation problem.
Challenges boards face today:
- Fragmented legacy systems slowing operational decisions
- Poor data quality causing costly inefficiencies (£400M+ lost annually)
- Complex compliance pressures like Awaab’s Lawand the Building Safety Act
- AI adoption stalled by knowledge gaps and ethical risk
My mission: help housing leaders bridge the gap between regulation, data, and AI, so they can operate with confidence, insight, and purpose.
What I Do / Your Outcomes
I help boards and executives:
- Translate regulatory requirements into actionable data strategies
- Diagnose broken data foundations and design a “single source of truth”
- Build AI-ready governance frameworks while reducing operational risk
- Embed performance insights across housing operations for better decision-making
Outcomes, not tools:
- Safer homes through predictive maintenance
- Operational efficiency & cost reduction
- Ethical, compliant AI adoption
- Confident, data-literate teams
Fractional Approach
I provide fractional, high-impact guidance to organisations that need board-level insight without full-time hire costs:
- Strategic Diagnostics:Assess your data & AI readiness
- Fractional Leadership:Advisory support at executive level
- Targeted Interventions:Solve specific compliance or performance gaps
I partner with housing leaders to turn fragmented data into a strategic asset.
Why Trust Me
- Microsoft Partner & Certified Data & AI Professional
- IIBA Business Analytics Certified
- Diploma in AI & Data Science
- Performance Analyst with hands-on experience in UK social housing
- Board Member at [Your Housing Association]
- Deep understanding of Awaab’s Law, Decent Homes Standard & UKHDS
- Fractional strategy lead on multiple high-impact housing projects
- Extensive expertise in housing datasets
Podcast / Thought Leadership
Upcoming Podcast: “The Data Engine Room in Social Housing”
I interview sector leaders and experts to explore practical data, AI, and performance insights — helping housing teams close the digital decoupling gap.
For delivery, projects, and diagnostics, visit Data Habitat – my team of experts can implement the solutions we design together