Our client engagements are covered by non-disclosure agreements, so the case studies below are anonymized. On a call we walk through the architecture, the tradeoffs and the delivery timelines in detail — including systems comparable to whatever you're trying to get into production.
Book a Call with a BuilderProduct engineering and platform builds for commerce, payments, supply chain, and customer experience systems. Event-driven architectures, API platforms, and developer experience.
From foundation-model selection to production deployment: RAG architectures, agentic workflows, and AI-augmented operations grounded in enterprise data — with the governance to ship them safely.
Landing zone design, workload migration, FinOps, and multi-cloud governance. We modernize what's worth modernizing — and decommission what isn't — with a clear-eyed business case.
Zero-trust architecture, identity modernization, CSPM, and incident response. Built for organizations where breach blast-radius is measured in regulatory exposure, not just dollars.
Anonymized at our clients' request. Industry, problem, what we built, and the business outcome.
Higher Education — Top-tier research university (40,000+ students)
Fragmented internship tracking, manual advisor bottlenecks and high drop-off during certification and career program enrollment. Leadership needed an enterprise-wide agent adoption roadmap, proven first in a low-risk lighthouse deployment that validated technology, governance, FERPA compliance and adoption.
Timeline — 6-week lighthouse pilot, followed by a 14-week enterprise expansion.
Financial Services — Regional commercial and retail bank ($15B+ AUM)
Rising colocation costs and legacy on-premise infrastructure kept customer data trapped in siloed systems. Client services and advisory teams worked from 36-hour batch reports, limiting their ability to deliver timely, personalized financial services.
Timeline — 18-week phased migration and data warehouse build, with zero downtime for customer-facing applications.
Advertising & Marketing — Multi-brand campaign performance agency
Campaign teams lost time switching between CRM, email and external data tools. Account managers spent over 60% of their hours synthesizing data, drafting segment variants and reconciling audience records, capping capacity and slowing launches.
Timeline — 4-week pilot on high-volume campaigns, followed by a 10-week production rollout across all account teams.
Enterprise Software — Venture-backed HRTech SaaS platform
A stretched founding engineering team, and enterprise hiring customers overwhelmed by manual first-round screening — multi-week cycles, recruiter fatigue and candidate drop-off. They needed a reliable audio-and-text interview agent that met enterprise latency, scoring-consistency and bias-mitigation standards.
Timeline — 10 weeks from architecture validation to live production.
Strategy and pilot through to secure production, with evaluation and governance built in.
Agent architecture, MCP and enterprise integrations, tool calling, human-in-the-loop review.
The application, data, retrieval and cloud engineering that surrounds the model.
Tell us about the engagement. We typically respond within one business day with a named Builder who can talk substance — not a generic sales pitch.
Prefer email? info@inthe.cloud
What happens next
