Drafts in your inbox. Summaries in your channels. Decisions surfaced where work actually happens. AI that lives inside email, chat, calendar, and docs — wherever the work runs, never as a side product.
Modern teams carry a real cost in operational overhead: hunting threads, summarizing tickets, drafting status, routing requests. Off-the-shelf AI tools add another tab. We embed intelligence directly into the channels and inboxes your team is already in.
Each engagement is scoped around the workflows that actually slow your team down. We build the integrations, the prompts, the approval flow, and the runbook — then operate it month over month.
Channel-aware assistants in Slack or Teams that summarize threads, surface decisions, draft responses, and route incoming work to the right humans.
Inbox triage, drafted replies for approval, calendar pattern detection, and follow-up tracking that runs in the background.
Auto-summarization of long documents, intelligent search across your Google Workspace / Notion / Confluence, and templated drafting for repeat work.
Weekly operational rollups, retro briefs, and exec updates generated from real activity — not someone's Sunday-night summary writing.
We pick the model, integration layer, and orchestration stack that fits your operation — not the one we have a partnership badge for. The system is designed to swap models as the frontier moves.
Models
Anthropic, OpenAI, or local — chosen per workload, swappable.
Slack & Workspace APIs
Direct app integrations, no scraping or middleware.
Orchestration
n8n, custom workflows, or LangChain depending on complexity.
Approval flow
Human-in-the-loop by default, automation by exception.
Observability
Per-action logs, prompt versioning, eval harness.
Governance
Role-based access, audit trail, retention policy.
The hard part of workspace AI is not the model — it is the integration surface, the approval flow, and the way the system gets tuned as your operation changes. We design for those constraints from day one.
Bring us the workflows that eat hours every week — the inbox, the Slack archaeology, the weekly retro. We will come back with a scoped pilot and a phased rollout that respects your team's existing rhythm.
