Human Risk Governance for AI and Transformation
Early warning signals when human behaviour puts execution at risk.
Run a Human Risk Diagnostic
Most AI and transformation initiatives fail after approval, not before.
They fail when people stop escalating risk early enough to intervene.
PeopleNotTech makes that risk visible.
Why AI and Transformation Initiatives Fail
Lagging Indicators
Governance relies on delivery, technical performance, and financial burn. Risks are only seen after the fact.
The Invisible Problem
Crucial early warnings are missed when people hesitate to speak up, challenge assumptions, or escalate concerns.
Inevitable Failure
These unseen issues lead to inevitable, costly failures that remain hidden until it's too late.
The Human Risk Blind Spot
Traditional HR metrics lag outcomes. Engagement surveys lack depth. Audits reveal only what has already gone wrong.
Boards and executives remain accountable without visibility into the human system.
You cannot govern risks you cannot see.
PeopleNotTech closes this gap with real-time human risk telemetry.
Human Risk Governance
PeopleNotTech provides the missing human risk layer in AI and transformation governance.
The platform shows whether execution risk is accumulating, accelerating, or being reduced.
This is not culture management. This is execution risk control.
Human Debt
Human Debt is the accumulation of unspoken and unmeasured people-related risk.
It builds through fear of consequences, silence, masking, burnout, and erosion of trust.
Like technical or financial debt, it compounds and drives them both up.

Unmanaged Human Debt doesn’t slow organisations down in the AI era - it devastates them. Brace for:
  • AI adoption resistance that stalls progress
  • Immesurable and dangerous new Tech Debt.
  • Transformation drift, derailing strategic initiatives.
  • Hidden errors that silently undermine operations.
  • Compliance breaches leading to severe penalties.
  • Attrition spikes that deplete talent and morale.
  • Reputational damage that can be impossible to repair.
The PeopleNotTech Platform
The operational interface for human risk governance
The PeopleNotTech dashboard surfaces early warning signals of execution failure by measuring leading human indicators.
Capabilities
Real-time psychological safety analysis
JIRA/Internal Systems API connections
Silence and masking detection
Trust and inclusion deltas and Google Aristotle Score
Hotspot and velocity mapping in remote teams
Behavioural risk patterns
Team Interventions and AI Pods
Leadership impact analytics
AI-generated insights for executives and boards
Not a culture tool.
Risk governance technology.
What Leaders Can Do
Detect. Quantify. Govern.
Detect early
  • Hidden failure patterns
  • Behavioural resistance
  • Transformation drift
  • Compliance vulnerabilities
Quantify precisely
  • Human Debt levels
  • Risk velocity and trendlines
  • Thresholds and inflection points
  • Impact of leadership actions
Govern confidently
  • CIO and COO reporting
  • Risk committee oversight
  • Board-level visibility
  • Organisational solvency monitoring
What Changes When Organisations Use PeopleNotTech
Organisations report earlier surfacing of execution risks, faster leadership intervention, reduced silent failure, clearer governance conversations, and greater confidence in scale decisions.
This is not about sentiment. It is about preventing avoidable failure.
How Leaders Evaluate the ROI
Executives compare the cost of visibility with the cost of late discovery.
Cost of Visibility
Investing in proactive measures for early detection and comprehensive governance leads to informed decision-making.
Cost of Late Discovery
  • Sunk transformation spend
  • Rework and project delays
  • Leadership credibility loss
  • Regulatory & reputational exposure
Preventing a single late-stage failure typically covers the investment.
Solutions
1
Human Risk Diagnostic for AI and Transformation
A focused, four-week executive investigation designed to proactively identify and map risk hotspots within your AI and transformation initiatives. This diagnostic reveals potential failure patterns before they escalate, providing clear insights into human behavioral and organizational vulnerabilities.
Delivered
  • Human Debt analysis & hotspot map
  • Behavioral risk assessment
  • Actionable leadership recommendations
  • Board-ready reporting for strategic oversight
Investment: €25k to €40k
2
Human Risk Governance Layer
An annual subscription service providing continuous oversight and real-time telemetry of human risk factors across your organization. This layer is for leaders committed to preventing systemic failure and fostering a culture of proactive risk management, rather than merely reacting to crises.
Includes
  • 24/7 continuous dashboard access and usage of Playbook
  • Quarterly governance reports & risk alerts
  • Change response modeling & AI-generated insights
  • Dedicated advisory support for strategic implementation
From €110k per year
3
Human-AI Execution Pods
Applied human risk governance directly integrated into live AI development and delivery. This unique system designs how humans and AI collaborate, ensuring accountability, trust, and effective decision-making are governed in real-time within mixed teams, preventing diffuse risk and eroded trust often seen in fast-paced AI adoption.
Key Elements
  • Structured pods (developers + product partner/counsellor + AI)
  • Governed collaboration for shared accountability
  • Real-time human risk instrumentation
  • Engagement with team excellence playbook
Investment: €180k to €250k
What Is PeopleNotTech?
PeopleNotTech is a human risk governance platform that predicts and surfaces execution failure in AI and transformation programs by measuring Human and emerging Tech Debt
You know what Tech Debt is. Human Debt is the accumulation of unspoken and unmeasured people-related risk.
It is designed for executive accountability, governance oversight, and early intervention before KPIs fail.
Proven in Practice: From Human Debt to Human Risk Infrastructure
Global research now confirms, what PeopleNotTech named and operationalised early:
AI success is constrained by human systems, not tools.
Human Debt is the organisational risk that accumulates when human systems — trust, psychological safety, accountability, and exposure — are neglected during AI and technological transformation.
The concept of Human Debt was originated by Duena Blomstrom, founder of PeopleNotTech, to describe the invisible, compounding risk that builds when people stop speaking up, concerns go unmeasured, and execution reality diverges from executive intent.
Long before AI failure rates, post-deployment underperformance, and stalled transformations became widely acknowledged, this work focused on:
  • Human risk as a first-class organisational liability
  • Why performance collapses after transformation launches
  • The widening gap between executive strategy and lived team reality
  • How fear, silence, and unmanaged exposure shape execution outcomes
From Concept to Infrastructure
For over a decade, PeopleNotTech has built human risk infrastructure to operationalise Human Debt, moving it beyond theory, surveys, sentiment tracking, or workshop-based interventions.
This infrastructure includes:
  • Behavioural measurement engines for environments where psychological safety is under constant pressure — informed by research such as Harvard Professor Amy Edmondson’s work and Google’s Project Aristotle, but engineered for operational reality beyond academic models
  • High-performing team dashboards translating lived experience into execution-relevant signals
  • Shared success metrics embedded directly into Agile and transformation programmes
  • Psychological safety improvement methods designed for delivery environments, not training rooms
  • Human-centred risk models linking behaviour, exposure, and decision-making to execution outcomes
  • AI-assisted signal detection surfacing silence, masking, and emerging failure patterns before outcomes degrade
  • Governance frameworks translating human dynamics into decision-grade insight for executives, boards, and regulators
This work turns culture, behaviour, and psychological safety into measurable, governable human risk intelligence.
Practitioner Validation in High-Pressure Environments
Human Debt instrumentation has been applied inside Google-scale technology environments, hyperscale platforms, global enterprises, and fast-moving organisations where:
  • AI-assisted development
  • Code visibility
  • Continuous review
  • Human exposure
are daily operational realities — not abstract research variables.
PeopleNotTech has been used by leaders across industries including Novartis, Sports Direct, Matatika, and FedEx to detect and prevent execution failure before it impacts outcomes.
Why This Authority Matters
PeopleNotTech does not rely on opinion, personality, or consultancy credibility.
It stands at the intersection of:
  • Original concept authorship (Human Debt)
  • Global research convergence
  • Proven operational application inside real organisations
That is why PeopleNotTech is not another AI transformation vendor.
It is human risk infrastructure for organisations that need AI to work — in reality, not theory.
Trusted by forward-thinking leaders across industries and geographies to detect and prevent execution failure before it impacts outcomes.
Here’s what leaders say about working with us:
"PeopleNotTech provided us with an unparalleled view into our project's human dynamics. We were able to identify and mitigate critical human debt risks months in advance, preventing potential execution failures that would have cost us millions. This level of insight is transformative for governance and has significantly improved our early risk detection capabilities."
~ CIO, Global Financial Services
"Our team's psychological safety and trust metrics shot up by over 300% after implementing PeopleNotTech. This wasn't just about morale; it directly translated into a significant increase in our velocity and shipping speed across multiple key initiatives. The platform cuts through the noise and gives us actionable data for faster intervention."
~ COO, Technology Sector
"Before PeopleNotTech, human risks were abstract, often surfacing too late. Now, we have concrete, data-driven insights that empower executive accountability and ensure we're making strategic decisions based on true operational realities. The impact on preventing major failures has been profound."
~ Chief Risk Officer, Fortune 500 Company
NEXT STEPS
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Human Risk Diagnostic – Executive Intake

This intake establishes whether a Human Risk Diagnostic is appropriate and where execution risk may be accumulating. This is not a performance review. All outputs are aggregated and governance-grade.

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