Services
Seven engagements. Four layers. Specific, auditable outputs.
Seven engagements structured around four layers: Audit (where are your enforcement gaps?), Architecture (where do your governance controls actually live in the stack?), Scale (what is stopping your pilots from reaching production?), and Override (does your system have a deterministic kill switch, and who holds it?). Each produces specific, auditable outputs. Engagements run from two to eight weeks.
74% of enterprises plan to deploy autonomous AI agents within two years. 21% have a mature governance model for them. The gap between those numbers is where incident risk lives.
Enterprise engagements
AI Risk & Compliance Audit
Diagnoses your enforcement gaps before a regulator, your board, or an investor forces the question. Structured assessment across IMDA Framework, MAS proposed AIRG Guidelines, PDPA, ISO 42001, and EU AI Act, with explicit distinction between controls that exist on paper and controls that are technically enforced.
AI Governance Framework Design
Designs the enforcement architecture your AI programme needs. The output is not a slide deck of principles: a set of technical controls, execution boundaries, accountability structures, and governance calendars that your team can actually operate.
Agentic AI Governance Readiness
Autonomous AI agents take real actions in real systems. IMDA published a governance framework for this in 2026. This assessment maps your deployments against IMDA's four-dimension framework and identifies where human override is nominal rather than deterministic.
Sovereign AI Compliance Programme
Singapore and SEA regulators are increasingly signalling that AI systems handling sensitive data should be built, hosted, and governed locally. This programme maps your AI stack against PDPA, MAS Technology Risk Management guidelines, and ASEAN cross-border data obligations, and produces the compliance posture to operate credibly across jurisdictions.
Pilot-to-Production Governance Sprint
Most AI pilots stall before they scale. Not because the technology failed, but because governance, integration, and oversight were never built in. This fixed-scope sprint diagnoses exactly why your pilots are not moving to production and designs the governance scaffolding to get them there.
Override Architecture Advisory
Designs who holds the kill switch and what happens when they pull it. Covers the Suspended Handoff State (the mechanism that halts an autonomous system at a critical risk threshold and requires explicit human ratification before execution clears). Designs the board reporting structure that makes this oversight real.
SME entry point
For smaller organisations deploying GenAI tools who need a documented governance baseline before the tools go into regular use.
Singapore 2026 AI Initiatives
Your AI investment may already be subsidised
Singapore is investing billions to get businesses using AI. These programmes reduce the cost of getting your governance right.
Singapore's ECI funds AI tooling, cloud infrastructure, and consultancy to help organisations build AI solutions. ECI programmes focus on capability and delivery. Aivance covers the governance layer that ensures those systems are deployed responsibly, securely, and in line with emerging regulatory requirements.
Firms in the Champions of AI programme need governance structures to deploy AI responsibly at scale. Aivance designs the enforcement architecture that makes those deployments technically defensible, not just policy-compliant.
AI transformation initiatives may qualify for existing Singapore tax deductions related to innovation and capability development. Governance advisory and risk management are typically incurred in the production of income and may be deductible under IRAS rules, depending on the nature of the expense and your tax position. This can improve the overall economics of an AI investment.
How most engagements sequence: The AI Risk & Compliance Audit first, to establish where your enforcement gaps are. The AI Governance Framework Design next, to design the technical controls that close them. The Override Architecture Advisory last, to make human oversight deterministic and board-reportable. The Agentic AI Governance Readiness, Sovereign AI Compliance Programme, and Pilot-to-Production Governance Sprint each address a distinct problem and can run as standalone engagements or alongside the core sequence. For SMEs deploying GenAI tools, the SME Governance Starter is the right starting point.
Governance without enforcement is unmanaged liability.
Start with the free 30-Minute Enforcement Gap Diagnosis. In 30 minutes, we identify the one missing AI governance control most likely to cost your organisation in the next 12 months. Within 48 hours, you receive a one-page diagnosis on Aivance letterhead.
Book Your Enforcement Gap Diagnosis