AI without process clarity is just expensive technical debt. Vaivista maps your real workflows, identifies genuine AI candidates, and delivers a governed Go/No-Go decision backed by NIST, PESTEL, and hard ROI numbers. No guesswork. No generic frameworks. No wasted capital.
The BPI Framework
A structured methodology that takes your enterprise from process ambiguity to board-ready AI architecture.
Value stream mapping identifies genuine AI and automation candidates prioritized by measurable business value, not vendor hype.
Every process node evaluated against NIST AI risk frameworks and PESTEL governance by ensuring compliance and board-readiness from day one.
Definitive Go/No-Go clearance with rigorous ROI projection, giving C-suite the confidence to scale or pause major capital allocations.
UML Blueprints and ISO 20022 semantic foundations translate approved initiatives into precise, buildable architectures.
Tools & Services
From process discovery to governance architecture, semantic foundations to executive training, every engagement is backed by 25+ years of enterprise experience and proprietary tooling. Every output is fully handed over as your deliverable.
End-to-end process intelligence engine. Ingest your process data, run AI suitability scoring, PESTEL and NIST governance checks, and receive a board-ready Go/No-Go clearance with ROI projection.
Bridging business strategy and technical execution using Object-Oriented Analysis & Design (OOAD), UML Blueprints, and ISO 20022 semantic foundations to ensure scalable, structured systems.
Executive leadership for AI transformation. Establish robust risk frameworks, compliance guardrails (NIST, EU AI Act), and operational models that turn AI experimentation into predictable enterprise value.
Customized masterclasses and strategic workshops for C-suite and leadership teams, translating complex AI capabilities and governance requirements into clear, actionable decision-making frameworks.
Six engagement models, from fixed-scope sprints to open advisory. Find the one that fits your situation.
Dynamic Governance
Generic governance tools ask every organisation the same questions. Our BPI tool applies sector intelligence automatically hiding irrelevant questions, pre-populating known risks, and flagging critical exposures.
Healthcare automatically flags EU AI Act Annex III. Financial Services flags Concentration Risk. Government flags Political exposure. You never answer irrelevant questions.
NIST guardrails fire automatically based on what your nodes contain: PII detection, Human-in-the-Loop requirements, data minimisation. No manual configuration.
Unlike traditional engagements where methodology stays with the firm: every governance report, roadmap, and blueprint is fully handed over. Your organisation owns it.
Founder & Principal Consultant · Vaivista
For 25 years I led enterprise architecture at the intersection of business strategy and engineering execution across financial services, insurance, fintech, and telecommunications, media. From Senior Vice President at major global banks to lead architect across premier insurance and financial technology institutions, I watched the same pattern repeat itself: organisations invest in technology before they understand their processes. The result is always the same wasted capital, technical debt, and AI initiatives that stall before delivering ROI.
Why Vaivista
The moment "architecture" enters an enterprise conversation drifts. Within 60 seconds it becomes a discussion about technology components. The business thinking disappears. UML gets treated as a technical diagram tool rather than the blueprint language of enterprise decision-making.
That drift from business architecture to technology components is where most enterprise AI initiatives lose their ROI before a single line of code is written.
Vaivista closes that gap.
Experience
25+ years of enterprise architecture across the sectors that matter most, bringing cross-industry pattern recognition to every engagement.
Engagements
Fixed-fee sprints, fractional retainer leadership, open advisory, and executive masterclasses. Pick the starting point that matches where your organisation is today.
A rapid, fixed-fee decision engagement that identifies where AI can create real value, and where it should not be used at all.
An independent review of AI governance readiness, regulatory exposure, and operating controls, translated into an action plan the board can use.
Ongoing executive guidance that turns AI ambition into governed decisions, repeatable operating practices, and board-level visibility.
On-demand access to senior counsel on AI and process decisions. No fixed scope, no retainer. Bring your questions as they arise.
Custom consulting shaped around your problem, not a preset package. We scope the work together, then deliver it.
Half-day and full-day masterclasses for executives and teams. AI strategy, governance, and ROI translated into decision-ready frameworks.
Get In Touch
Available for advisory and independent consulting engagements where process intelligence, AI governance, and enterprise architecture intersect.
