Source integration and pipelines
Connect APIs and file-based sources with defined ingestion contracts, validation, transformations, and exception handling. Use change data capture (CDC) where suitable to support near-real-time updates.
SYSTEMS INTEGRATION & TECHNICAL DELIVERY
Data Integration & Governance
Replace manual queries, extracts, and repeated uploads with governed data pipelines and APIs. We connect source and target systems, curate reliable data, and carry ownership, classification, and provenance through the platform.
Discuss your project ↗THE CHALLENGE
Connect the architecture to the work.
A data lake needs dependable ingestion and clear rules for how information is used. We work through source-system interfaces, data quality, identifiers, access requirements, and the business workflows that depend on the data.
Data lakes · Medallion architecture · Data quality · CDC · OpenAPI · Python · SQL
WHAT WE DELIVER
Defined work packages.
Engage us directly or as a specialist delivery partner within your larger program.
Data lakes and medallion architecture
Build raw, cleaned, and consumption-ready layers using medallion architecture. Implement data-quality rules, reconciliation, and traceable transformations before exposing curated information downstream.
Systems of record and digital threads
Model relationships between parts, assets, and business records. Expose governed data through APIs described with OpenAPI, preserving provenance and ownership across source and target systems.
RELEVANT EXPERIENCE
Practical delivery in complex environments.
Leadership experience includes architecture work through a systems integrator on an AWS GovCloud certification platform designed to ingest 25 million parts. Experience includes modernization across 10+ source systems, replacing manual extraction and uploads with an API-led architecture, CDC, data-quality pipelines, and curated medallion layers. It spans UAT and digital-thread / system-of-record design. P2I’s direct experience includes a document-processing pipeline that classifies export-controlled information.
Explore selected delivery experience ↗WHERE TO START
Scope the next useful step.
Bring the source systems, a representative data sample that can be shared, and the business use case. We can define one ingestion pipeline, a governed data mart, or a system-of-record slice.
Partner with Power2Idea ↗OUR DELIVERY APPROACH
Enterprise experience. AI across the SDLC.
We bring innovation to the essential work enterprises depend on: modernizing legacy APIs, replacing manual data transfers, automating tests and releases, and making data reliable. AI-assisted engineering and specification-driven development help us reduce repetitive effort and shorten feedback loops, while experienced engineers own the architecture, domain decisions, and integration.
Discover & specify
Combine domain knowledge and stakeholder conversations with AI-assisted analysis. Turn business requirements into clear specifications, acceptance criteria, and implementation tasks.
Architect & prove
Map system boundaries, data flows, and constraints. Use coding agents to accelerate prototypes and representative mocks, with experienced architects validating the approach.
Build & integrate
Use specification-driven development and coding agents to implement scoped changes, connect enterprise interfaces, and iterate quickly with business users.
Test & review
Apply AI-assisted code review, syntax checks, test development, and defect analysis. Engineers validate behavior, performance, and security against the agreed requirements.
Release & transition
Automate builds, deployments, versioning, and release notes. Use AI to assist infrastructure code, operational runbooks, troubleshooting guides, and handoff documentation, with engineering review and accountable release decisions.
Operate & improve
Use AI to assist troubleshooting, knowledge transfer, and maintenance. Feed operational findings back into specifications and prioritize the next useful improvement.
THE P2I.AI DELIVERY MODEL
Next-generation SI. Practical enterprise value.
Deep experience in aerospace, logistics, enterprise ERP, and export control meets reusable specifications, coding agents, automated checks, and repeatable releases. We focus on the systems your business already relies on: less repetitive engineering effort, faster iterations, and maintainable software, with a named lead accountable for the result.
Senior engineers remain responsible for architecture, review, and delivery quality. We use tools within agreed customer data and access boundaries, and agree productivity measures around delivery lead time, rework, and accepted outcomes.
START A CONVERSATION
Bring us the complexity.
Let’s build a way forward.
Discuss an implementation, a modernization initiative, or a defined work package for your project.
Discuss your project ↗Contact us