Lifestack vs ContextClue

Lifestack is a productivity planner that builds your daily schedule around sleep, recovery, and focus instead of empty calendar blocks. It reads wearable and health signals, maps energy peaks and calm periods across your day, and drafts a schedule that places demanding work when you can actually focus.

Most calendar apps treat you like a task executor with unlimited stamina. Lifestack treats energy, meals, and rest as first-class inputs, overlaying focus and calm zones on your calendar so you see when deep work fits and when lighter tasks make sense. That body-first layer is the trade-off: it is narrower than a general project manager, but it connects health data to scheduling decisions most planners ignore.

The product suits professionals juggling meetings and deep work, ADHD users who need external structure around energy swings, and anyone syncing tasks from tools like Trello while trying to protect sleep and meal timing. Apps run on iPhone, Mac, Android, and Chrome, with a desktop Mac download and browser extension for calendar access.

ContextClue turns scattered engineering files into searchable knowledge graphs for manufacturing and industrial teams. It ingests CAD files, ERP exports, PDFs, Excel sheets, and planning documents, then lets engineers query parts, systems, and specs through chat, graph views, or keyword search. The platform ships as an all-in-one product or as separate Ingest, Retrieve, and Generate modules.

Generic document chat tools stop at Q&A over uploaded PDFs. ContextClue maps part names, spatial relationships, and metadata across PLM, CAD, and ERP sources, which matters when you need spare parts planning or maintenance traces rather than a summary paragraph. The trade-off is an enterprise sales cycle with custom implementation instead of a self-serve signup.

Manufacturing planners, maintenance crews, and R&D teams use ContextClue for digital twin navigation, SOP generation, compliance reports, and tracing failures back to linked equipment docs. Addepto in Warsaw built the platform and offers a free planning phase with demo and LLM consultation before fixed-price implementation.