Scale AI autonomy. Safely.
BASTYN provides independent Economic Trust Assurance. Helping organisations determine where AI should take control, independently verify that it remains trusted and compliant, and continuously govern how much autonomy it should have.
Increase autonomy where evidence supports it. Constrain it when trust deteriorates. Know the impact and value of each.
Know where to automate · Prove it can be trusted · Scale with evidence.
Should AI control this work?
- Economic opportunity
- Realised value
- Value-at-Trust
- Value blocked / unlocked
Can it continue to be trusted?
- System assurance
- Security
- Compliance
- Behaviour & drift
- Control effectiveness
How much control should it have?
- Authority
- Human-AI Effectiveness
- Impact & reversibility
- Decision/action limits
- L0–L5 autonomy
Autonomy should increase where economic value is clear, trust evidence is strong and failure remains controlled.
Helping you define the safe level of autonomy to meet your business outcomes.
BASTYN continuously validates AI behaviour to the decisions, actions and economic outcomes it influences, so material divergence can be detected before it compounds.
Answering key questions:
- 1Is greater autonomy economically worthwhile?
- 2Does current evidence support it?
- 3How much decision and action authority should AI receive?
An AI system can work exactly as built and still produce the wrong outcome.
Security can show whether it was attacked. Observability can show what happened. Governance can define what was allowed. BASTYN independently determines whether autonomous behaviour remains aligned with the organisation's intended business, trust and compliance outcomes.
What happened?
Trace the models, agents, tools, data and external services involved in the decision.
What changed?
Identify behavioural drift, decision inconsistency, new dependencies and abnormal interaction patterns.
What does it mean?
Translate behavioural variance into revenue, margin, cost, risk or customer outcome impact.
Should it still act?
Continue, constrain, escalate or stop the autonomous action using a continuously updated trust state.
Independent assurance across the complete system
Agents, models, humans, tools, data, decisions and outcomes
AI-native threats, attack paths, vulnerabilities and control failure
Applicable obligations, conformity evidence and remediation
One evidence model supports all three.
Evidence continuously mapped to applicable regulations, standards and controls based on jurisdiction, use case and deployment context.
Define the boundaries. Then continuously prove the system remains inside them.
BASTYN does not rely on a black-box definition of 'good AI'. The organisation defines the intended purpose, authority and acceptable operating boundaries. BASTYN independently tests whether the deployed system continues to satisfy them.
- Organisation-defined, risk-based guardrails
- Applies to the complete AI system — not just individual components
- Continuously validated with real-world evidence
- Turns policy into operational control
What should the system achieve?
What may it decide or do?
How should it operate?
What safeguards must function?
Tools · Data
Humans · Services
What level of failure or harm is acceptable?
Where must human judgement remain effective?
What obligations and policies apply?
What results are considered acceptable?
The Decision Envelope governs individual decisions. The Trust Envelope governs the complete system.
Start with one consequential AI journey.
You don't need to transform the whole organisation to start. Pick one AI-enabled journey where decisions matter:
Payments · Claims & underwriting · Procurement · Customer support · Other consequential workflows
BASTYN maps the system, tests its behaviour, identifies applicable obligations, quantifies trust gaps and produces the evidence required to determine whether greater autonomy is supportable.
Explore the Economic Assurance Diagnostic →