AI value creation that shows up in EBITDA.
We find the AI levers that move your result, and we build them.
Bytes & Pixels GmbH is an owner-led AI consultancy founded in Munich in 2019, focused on Technical Due Diligence, AI Transformation, Agentic Engineering and Fractional CTO services across the DACH region.
- 1
Customer service
Automate inquiries
- 2
Marketing & content
Scale content
- 3
Sales
Qualify leads
- 4
Operations & procurement
Optimise processes
- 5
Finance & reporting
Accelerate analysis
- 6
Software development
Agentic Engineering
→ EBITDA
Benjamin Bachhuber, Founder.
Ex-CTO, 50+ Tech Due Diligences.
Four services. One standard: measurable outcome.
For whom: Deal teams, advisory boards, executive management
Outcome: Risk report with recommendations, the basis for the 100-day plan
For whom: CEO, COO, Operating Partner
Outcome: Prioritised AI roadmap; agents and workflows in production
For whom: CTO, VP Engineering
Outcome: AI-native development process: toolchain, quality assurance, trained team
For whom: Portfolio companies, owners
Outcome: Technical leadership on demand: architecture, team, vendor decisions
A technical partner from due diligence to exit.
Due Diligence
Assess technical substance, team and risks before the deal is signed.
100-Day Plan
Prioritise and launch the few initiatives that secure the value contribution.
AI Value Creation
Build agents and automation exactly where they move the result.
Exit Readiness
Prepare the tech stack, documentation and team to withstand buyer due diligence.
Due Diligence
Assess technical substance, team and risks before the deal is signed.
100-Day Plan
Prioritise and launch the few initiatives that secure the value contribution.
AI Value Creation
Build agents and automation exactly where they move the result.
Exit Readiness
Prepare the tech stack, documentation and team to withstand buyer due diligence.
Selected cases
EdTech company, PE-backed
Situation
Growing support load, manual content production, no technical leadership.
What we built
Fractional CTO. Support agent with access to the knowledge base. Content workflows with n8n and LLMs. Agentic Engineering introduced across the team.
Outcome
Agents and workflows in production; engineering team ships in short cycles.
E-commerce marketplace
Situation
Existing search did not scale with the catalogue.
What we built
New search infrastructure for over 1bn products, solution architecture and rollout.
Outcome
Product search across the full catalogue, in operation.
Real estate platform
Situation
Investment decision without an independent technical assessment.
What we built
Technical Due Diligence: architecture assessment, risk analysis, greenfield concept.
Outcome
A robust decision basis for the investor and executive management.
Benjamin Bachhuber
Founder, Ex-CTO. Assesses technology like a CTO and builds what the roadmap promises.
- 50+ Technical Due Diligences for investors and advisory boards
- 15+ years of software architecture and technical leadership
- CTO at Shore GmbH, scaled the team past 40 engineers
- Founder of Freework, apontos and FoodCheck
- Siemens Corporate Research, Princeton; TU Wien (MSc)
First conversation: 30 minutes, concrete.
Bring one question: a portfolio company, a process, a team. You'll get an assessment, not a slide deck.