Case studies
Each one covers the constraint, the decision, the architecture and the consequence — including the parts that were harder than expected.
Sample contentSample engagement. Illustrative scenario used while the site is in build — not a named client project.
A ten-year-old payment monolith moved from quarterly release windows to weekly deployments, without a rewrite and without a settlement incident.
A booking platform serving multiple properties and channels, rebuilt around a single availability model and a back-office console operators actually wanted to use.
Document intake and support triage moved to a draft-first AI workflow with human approval, measured against an evaluation set built from two years of historical cases.
A nightly batch pipeline that had outgrown its window, re-architected into an incremental streaming system with correctness checks that alert before customers notice.
An AI agent that triages production alerts, reconstructs root cause and opens a reviewed pull request — removing the overnight on-call rota without removing the human approval step.
A real-time rewards engine that links card transactions to brand campaigns, with exactly-once attribution and a ledger that reconciles to the cent.
Semantic search and an advisory layer for shoppers who know the occasion but not the product — validated with a three-day prototype before any production spend.
A legacy ERP replaced module by module with a serverless, cloud-native platform — procurement, suppliers, orders and equipment in one system, with no downtime window.
A product weighed down by technical debt refactored into a modular platform, with subscriptions, a business dashboard and public APIs added on top.
Court date coordination reduced from a half-hour of manual email work to a single confirmation, with permissioned mailbox access and no public availability API to rely on.
A small, self-hosted language model tuned for age-appropriate tutoring — cheaper to run than a frontier API, and reviewable by educators before it reaches a child.
A grounded support assistant answering catalogue, delivery and returns questions at sale-day traffic — with sub-ten-second worst-case responses and no invented policy.
A three-week audit of a platform built by four vendors over eight years — architecture, code, performance, security and accessibility — ending in a costed, ordered remediation plan.
An on-premise analytics application rebuilt on serverless infrastructure to carry a million daily users, with portfolio, screening and market comparison features added during the migration.
Rental listings distributed to partner portals through official feeds and APIs, driven by a self-updating desktop agent and a cloud pipeline with per-portal delivery status.
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