SysEngineering

SCSP AI Initiative

SCSP (scsp.ai) wants to be the first fully AI-native entity by 1 January 2027. Every person gets an AI chief of staff: their own Claude or ChatGPT, connected through one SCSP MCP connector to the tools their team already uses (Gmail above all, plus Airtable, Cvent and Drive), on SCSP’s Google Cloud. Leadership also gets work agents. Hillspire Systems Engineering (Adam Schembri) leads the engineering with SCSP’s two Associate AI Engineers, Vesa Xerxa and Engjella Halili.

Status: discovery (since 2026-10-07). No SCSP code yet. Adam’s personal prototype of the connector lives in cos_lab/: built and through three security reviews on 2026-10-15, and next run against real Google. This folder holds the engineering record; the shared, human-facing documents live in Confluence.

Read HANDOFF.md for current state and next steps, and CLAUDE.md for the design rules and the facts learned so far.

Where everything lives

What Where
Project hub (start here) Confluence IPO → 3.M SCSP Initiative → 3.M.0 Start Here
Roadmap, discovery, architecture, decisions, meeting notes The same folder; page IDs are in CLAUDE.md
Work tracking Jira: epic ITPROJ-1401 on the SCSP AI Initiative board in ITPROJ
Engineering state HANDOFF.md
SCSP Intelligence and the PTB platform SCSP’s own Google Cloud, maintained by SCSP
Personal prototype of the connector cos_lab/ and GCP project adam-cos-lab (ITPROJ-1421)

The architecture in one picture

SCSP’s own layer diagram (01–06), with the Google Cloud build proposed in Confluence 3.M.3:

Person ── their Claude or ChatGPT  (06 chief of staff)
              │  OAuth: Google sign-in (scsp.ai)
              ▼
   SCSP MCP connector  (05)  ── tool routing · refusals
              │
   Access control + record of use  (02)  ── policy as code · Google Groups · audit log
              │
   ┌──────────┼───────────────┬────────────────────┬──────────────────┐
 SCSP Intelligence     Shared tracker       Base connectors        Work agents (04)
 knowledge, search     status pipeline      Gmail · Drive ·        CEO, senior
 (01, live)            (01, new)            Airtable · Cvent (03)  directors

The six team bases (03): PTB / Communications, Technology Leadership, AI Adoption, Global Partnerships, Events, Operations / HR.

Layout

Only cos_lab/ exists so far. The rest is the intended shape, so SCSP’s own code lands in the right place.

scsp_ai_initiative/
  cos_lab/        EXISTS: Adam's single-person prototype of the connector (ITPROJ-1421);
                  its lab/connector/ is the starting point for connector/ below
  connector/      the SCSP MCP connector (layer 05): OAuth + Google sign-in, tool routing
  policy/         access-control policy files and the permission-matrix tests (layer 02)
  connectors/     one module or service per source system (layer 03)
  agents/         leadership work agents and workflows (layer 04)

Whether SCSP’s code stays in this Hillspire repository or moves to one SCSP owns is an open question (Confluence 3.M.4).