PILOT 01
B2B SaaS
240 employees · DACH
- Role embedded
- AI SDR · Salesforce
- Time to live
- 8 weeks
- Operated by
- Sales Ops
AI OPERATIONS ENGINEERS
For the work nobody on your team should still be doing.
We engineer them into the tools your team already runs. Your team takes it from there.
Brixon AI · 2026
Built by the team behind Brixon Group. B2B implementations across SaaS, professional services, and technology.
Brixon Group track record
- 14Years operating
- 60+B2B implementations
- 8Industries served
- BUILT BYBrixon Group
- OPERATEPhase always in scope
- PRE-PUBLICReferences on request
Agents by department
Six teams. One operating model.
Every department has work that AI can do, the team approves, and operations runs. Here is how that looks where you work.
01
Marketing
Your marketing team produces the briefs the agency used to write. The agents draft, the team approves and ships.
- AI Marketing Writer
- AI Campaign Analyst
- AI Brief Reviewer
02
Sales
Your SDRs spend their day on conversations. The agents do the prep, the follow-up, and the CRM updates.
- AI SDR
- AI Discovery-Call Briefer
- AI Proposal Drafter
03
Operations
Repeating work runs itself. Your ops team designs the SOP once and the agent runs it from then on.
- AI Operations Assistant
- AI Support Triager
- AI Vendor Onboarder
04
People
Hiring and onboarding move at the speed your team needs. The agents handle the coordination, your people do the human work.
- AI Hiring Coordinator
- AI Onboarding Concierge
- AI Internal-Comms Drafter
05
Finance
Month-end takes a day. The agents reconcile, audit, and draft. Your controller reviews and signs.
- AI Invoice Reconciler
- AI Expense Auditor
- AI Forecast Drafter
06
Leadership
You spend less time drafting and more time deciding. The agents prepare the briefs, memos, and read-outs you used to write yourself.
- AI Board-Brief Writer
- AI Strategy-Memo Drafter
- AI Executive Read-Out Generator
The Reality
AI is everywhere in your enterprise. Working for you almost nowhere.
ChatGPT lives in browser tabs.
Your team uses it. Your sales team uses it. Your ops team uses it. Nobody's outputs talk to each other.
Copilot writes drafts nobody ships.
Suggestions appear. People accept them, edit them, copy-paste them. Nothing reaches production unchanged.
Buying more AI tools and learning none of them.
Three SaaS tools added in Q1, two cancelled by Q3. The team is more confused. The compounding cost is the context-switching and the half-learned features.
Pilots run for six months and never reach the stack.
Demos work. Pilots work. Production never happens because nobody owns the embed.
The gap isn't between possible and impossible.
It's between buying AI tools and putting AI to work inside them. The companies pulling ahead run named AI roles inside the tools they already pay for. Operated by the team they already pay.
Why this works
Most AI roles never make it past the demo. Ours embed in production.
Demos run on stage. Production runs on Tuesday. We design each AI role for one specific job, embed it in one specific tool, and stay until your team operates it without us. That's the gap most AI projects never close.
Same headcount. New capacity. First AI role live in 6–8 weeks. Your team operating it without us by week 12.
Two ways to get there:
What we're designing for
Operate
Phase always in scope
6–8 wks
Designed time to first role live
EU + MT
Operating region
“The pattern Brixon AI is built around: the AI role goes live in your stack in 6–8 weeks, your existing team operates it by week 12, and the operating phase is what saves the project. Build is the easy part. Operating is where most peers fail.”
Design pattern · Brixon AI
B2B mid-market · DACH & Malta · 2026
Selected pilot shapes
Brixon Group implementations, anonymized. Named references available 1:1 on the Diagnostic call.
PILOT 02
Professional Services
180 employees · DACH
- Role embedded
- AI Marketing Writer · Notion
- Time to live
- 6 weeks
- Operated by
- Marketing Ops
PILOT 03
Industrial B2B
420 employees · DACH + MT
- Role embedded
- AI Invoice Reconciler · NetSuite
- Time to live
- 10 weeks
- Operated by
- Finance
FAQ
Common questions, by who's asking.
CEOs ask
COOs ask
IT / Tech leads ask
Author's NoteC. SAUERBORN · 05.2026
The 10% that embed.
At Bosch I watched 9 in 10 enterprise AI projects fail in pilot. The 10% that embedded had three things in common: they started small. They measured everything. They kept leadership in the room.
Brixon AI exists to be the 10%. Big 4 firms ship strategy decks. SaaS vendors ship platforms you adopt. We design AI roles. The actual ones that run inside the tools you already use and get operated by your team. We either engineer them with you, or coach your team to engineer their own. Working AI, in your business, run by your people.
Christoph Sauerborn
Mechanical Engineer, RWTH AachenIndustry 4.0 engineer, BoschFounder, Brixon GroupUniversity Lecturer for Digital Value Creation
Brixon AI is the implementation arm of Brixon Group. B2B implementations across SaaS, professional services, and technology.
Next Event
Brixon AI Event Malta
May 21, 2026Hilton Malta · Portomaso Suite
See The Embed Method in action. Live demo: a complete campaign built in 60 minutes.
Hire your first AI role.
Start with a Diagnostic.
No pitch. Phase 0 maps your stack and where your team is losing the most time, then sends a written diagnosis: which AI role to build first, where it lives in your stack, and what your team needs to operate it. Indicative numbers shared in your Diagnostic. You own the document either way.
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