Tomorrow’s Projects Today
AI Enabled Digital & Technology Transformations At Velocity
AI Enabled Tomorrow Today
AM PanPacific Services (AMPPS) is an AI-first boutique consultancy helping enterprises move from legacy complexity to future-ready operating models.
Led by Avik Mukerjee, with 20+ years delivering mission-critical transformation across Financial Services, Telecommunications, Energy, and Infrastructure, AMPPS brings enterprise-grade execution to high-risk programs — from $300M regulatory transformations to zero-downtime Tier-1 cloud migrations for one of the largest Financial Groups in the world.
Through our partnership with Polynize, we embed AI directly into governance and delivery — structuring scope, aligning stakeholders, and surfacing risk before it becomes cost.
We don’t just manage transformation. We engineer clarity.
Enterprise credibility. Boutique precision. AI-enabled execution.
Featured Projects
Basel II Regulatory Reporting & Compliance
Directed and delivered $300M enterprise-wide Basel II regulatory compliance program across risk, finance, and technology functions. Re-engineered core processes and embedded capital adequacy frameworks into mission-critical systems under strict regulatory scrutiny. Delivered transformational enterprise risk transparency framework, and established a sustainable compliance technology architecture.
Capability Highlight: Regulatory transformation, enterprise integration, executive governance.
Core Banking Transformation
Led the migration of three Tier-1 banking platforms to cloud infrastructure where downtime was not an option. Directed governance, vendor coordination, resilience testing, and phased execution to ensure uninterrupted transaction processing. Achieved zero downtime while modernising infrastructure and reducing operational risk.
Capability Highlight: Mission-critical cloud transformation, risk-controlled execution, multi-vendor delivery.
SAP Supply Chain Modernisation
Directed global SAP integration across multi-continent business units to modernise supply chain and operational systems. Aligned cross-functional teams, standardised processes, and strengthened compliance visibility across the enterprise. Delivered scalable architecture supporting global growth and operational efficiency.
Capability Highlight: Global ERP transformation, cross-border program leadership, operational modernisation.
Cognitive Engineering: Managing Change
Change doesn’t break projects - Unstructured thinking does!!
When scope shifts, vendors reinterpret requirements, or new constraints emerge, cognitive load spikes — and clarity drops.
Polynize absorbs that complexity. It captures intent, realigns stakeholders, and transforms volatile change into structured, traceable action.
Here’s how.
Our Services
One problem. Clear outcome. Structured fast. Polynize Mini Lab applies Cognitive Engineering to a specific challenge — whether it’s scope ambiguity, regulatory interpretation, vendor misalignment, or architectural uncertainty. We rapidly ingest your inputs, structure the issue inside Cognitive Studio, and deliver decision-ready clarity with traceable logic and measurable next steps.
Polynize Premium Lab embeds your project inside Cognitive Studio — structuring intent, scope, risk, and constraints into a unified, AI-enabled execution model. We reduce cognitive overload, align stakeholders early, and transform fragmented inputs into blueprint-grade clarity. Every requirement is traceable. Every decision is structured. Every change is absorbed intelligently.
For enterprise organisations ready to embed AI into the core of transformation governance and delivery, AMPPS partners with your team to integrate our Cognitive Infrastructure directly into your operating model. We lead implementation, embed structured AI-enabled governance, train delivery teams, and ensure sustainable adoption across your ecosystem.