Calmworks
Founder-led tech company (anonymised)Partnership

How One Founder Operates Like a Small Team

A Codex-driven AIOS over the tools the founder already pays for, stood up in a single working session.

B2B technologyOngoing2026
One working session
AIOS stand-up
Gmail, Drive, Calendar, HubSpot, Resend
Tools wired
Tens of K€
Pipeline surfaced
Article 10 from day one
Audit posture
The challenge

A sole founder with a real product wedge and one human bandwidth. The work the business needed (outreach, follow-up, deal hygiene, content) kept losing to the work the product needed. The CRM carried deals nobody had time to act on. Drafts sat in inboxes. The company had momentum and no second pair of hands.

Our approach
  • Wired a Codex-driven agent into the tools the founder already pays for: Gmail, Drive, Calendar, HubSpot, Resend. No new platform, no new login.

  • Stood up the AIOS in one working session: OAuth flows, API keys, EU-region mail with full MX/DKIM/SPF/DMARC, credentials in the founder's own .env.

  • Set a governance posture from day one: the agent reads freely, writes only with per-action confirmation. Every automated decision logged for Article 10.

  • Treated the public website as the front door to the AIOS, not as a separate brochure asset.

The outcome

Inside the first working session, the agent surfaced a backlog of CRM deals worth tens of thousands of euros the founder had been carrying solo. Outbound is drafted by the agent and reviewed by the human, instead of drafted by the human and never sent. The audit posture is in place from day one rather than retrofitted later. The company runs at small-team cadence with one human in the seat.

AIOSagentic-orchestrationfounder-ledEU AI Act ready