Real workflows, engineered into dependable systems
These anonymized project briefs show the operational problem, the system we built, and the controls that make it fit for real work. Identifying details are intentionally withheld.
Structured matter input · Document-specific AI agent · Approved template population
A secure document system for high-stakes legal work
A login-protected workspace that turns structured case input into consistent, review-ready documents while keeping sensitive terms locked in approved templates.
Intake submitted · Conflict screen · Engagement draft
From new inquiry to signature in under 24 hours
An intake pipeline that screens conflicts, prepares a tailored engagement draft, requests partner approval, and sends the signature packet without a manual handoff.
Supplier data · Rules-based scoring · Product enrichment
A two-click product lifecycle control center
A spreadsheet-led operating system that scores supplier inventory, creates complete product records, and manages delisting and relisting from one place.
Account context · Topic and research · Draft and media
One production platform for multi-brand publishing
A multi-tenant content engine that isolates each account’s voice, credentials, schedule, quality controls, and publishing destination inside one operating platform.
Approved files · Extraction and chunking · Vector knowledge base
A knowledge-grounded assistant with real memory
A retrieval-based assistant that continuously learns from approved documents, handles live attachments, remembers the conversation, and routes different intents through specialized modes.
Connected systems · Daily activity window · Risk and priority rules
A 90-second brief that starts the day with clarity
An automated morning brief that turns activity across core business systems into a concise view of what moved, what is at risk, and what to do next.
What these case studies show
Direct answers about the work, the privacy boundary, and how reliability is designed in.
Scale Hardened builds custom AI agents, retrieval-grounded assistants, business process automation, document systems, ecommerce operations, API integrations, and internal software around a defined workflow.
Client, company, website, account, and product identities are intentionally withheld. Each brief shares only the operational context needed to explain the problem, architecture, controls, and outcome.
Reliability is designed into the workflow through approved data sources, narrow permissions, validation, human approval points, exception routing, monitoring, and a clear fallback when the system is uncertain.
Have a workflow that should run this well?
Show us where work slows down. We will map the system, identify the smallest useful build, and explain what production-ready requires.