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AI automation studio for SMEs

The systems we shipped, and the hours they handed back.

Done-for-you, human-in-the-loop automation that runs in production. Fixed scope, fixed fee. Built to SOC 2 controls, GDPR compliant.

Every build below is a real system we designed and shipped. Client work is under NDA, so it is anonymized by industry with the honest metric attached, and a person stays on the decisions.

  • Built to SOC 2 controls
  • GDPR compliant
  • Private AI: data never leaves your servers

Selected work · by industry

Each card is a real engagement: the situation we walked into, what we built, the number it moved, and the human we kept in the loop.

Accounting

Invoice reconciliation

Situation:
A practice re-keyed every supplier invoice into Xero by hand and chased payments across inboxes and bank tabs.
What we built:
Receive the invoice email, check the bank API for payment, chase if unpaid, match the payment proof, and update the books.
~30 min/daysaved (about 2.5 hrs a week)

Human in the loop: A person approves before the books are touched.

Consulting

Grant & compliance applications

Situation:
An advisory firm spent the best part of a day assembling each grant and compliance application by hand.
What we built:
Analyze the company, generate the full document set, route a ticket to the right reviewer, AI-review the whole application, and file it to the correct section.
~15 hrssaved per application · 2 people freed

Human in the loop: A reviewer signs off before any application is filed.

Legal

Niche-trained legal models

Situation:
Lawyers lost hours reading new legislation and hunting for the precedents and provisions that strengthen a case.
What we built:
A daily sweep of all new legislation trains internal models on a lawyer’s exact area of law, surfacing the precedents and provisions that strengthen a case.
2+ hrssaved per case

Human in the loop: Every surfaced precedent is the lawyer’s call, never the model’s.

Hospitality

Hotel-systems sync

Situation:
Every booking meant manually updating multiple hotel systems before the property was ready for the guest.
What we built:
On a booking or email request, every hotel system updates and the management-system APIs are called automatically.
~10 minsaved per booking

Human in the loop: Edge cases flag for a person before the sync commits.

Marketing agencies

Daily blog engine

Situation:
Producing one SEO blog took about an hour of research, writing, and manual publishing.
What we built:
Research news and trends, run keyword and SERP analysis, write to match intent, auto-deploy the page, and request Google and Bing indexing instantly.
1 hr → 5 minper blog

Human in the loop: Each post can be held for a person’s approval before it goes live.

Sales / GTM agencies

Lead-finding software

Situation:
A GTM agency needed a RevOps hire just to find companies hiring for the roles it could serve.
What we built:
Software finds companies hiring for a specific role the agency serves, replacing the need for a dedicated GTM engineer.
2+ hrssaved per campaign

Human in the loop: A person qualifies the shortlist before any outreach goes out.

Figures are real outcomes from shipped systems, anonymized by industry to protect client confidentiality. Each reflects a build Code2b designed and ran, with a human in the loop on the decisions.

Named credibility

None of these are in our client verticals, so they are proof of a real organization that ships real work, not vertical proof. Alongside them, we built our own platform.

Your build, next

Want your own system in this list?

Start with a free automation audit. We scope the highest-impact build in your business, give you a fixed price up front, and ship in 2 to 4 weeks.

  • Built to SOC 2 controls
  • GDPR compliant
  • Private AI: data never leaves your servers