25 Years of Automation.
One Layer Left.
Software engineering has been automated layer by layer. Every time, we gained mechanical guarantees. Until we automated the code itself.
The Trust Inversion
Every previous automation added mechanical guarantees. CI/CD is more reliable than FTP. Type checkers are more consistent than human reviewers. Infrastructure-as-code is more deterministic than manual server configuration.
AI code generation is the first automation that lost certainty. The code works most of the time—but we have no mechanical way to know when it doesn't. That is not a minor problem. It is a structural inversion of 25 years of progress.
How We Close the Gap
AI Engineering Consultancy
Requirements & Architecture
We work directly with clients to understand business goals, define AI strategy, and design the architecture. Human judgment where it matters most.
Learn moreMultivac Platform
Mechanical Guarantees
Correctness, dependencies, deployment, operations—all config-driven and automated. The infrastructure layers where every automation added guarantees, not removed them.
Learn moreWrite Code: AI Engineering + AILANG
Closing the Trust Gap
AI frameworks, ADK, and production agents today. AILANG—with its type system, effect system, and SMT verification—restores mechanical guarantees to AI-authored code.
Try AILANGWhere Does the Complexity Go?
When AI writes code, complexity does not disappear. It moves. The question is where—and what each iteration costs.
Runtime Bugs
$$$ per iterationGenerate, run, fail, fix, repeat. AI converges—eventually. AILANG shortens this loop: the type checker, effect system, and SMT verification catch errors before runtime.
Code Complexity
$$$$$ over timeThe silent killer. Each AI feature works alone. Together they tangle. Implicit dependencies grow faster than human review can manage. AILANG prevents this with explicit dependencies and effects.
Design Iteration
$ per iterationThe cheapest loop. Draft, review, revise—tokens not runtime. No deployment risk. Where human judgment has the most leverage. This is where our process excels.
Move the entropy to where it is cheapest.
Ready to Close the Trust Gap?
Let's discuss how mechanical guarantees can work for your AI-generated code.
Get in Touch
Let's Talk
Whether you're exploring AI strategy or ready to build—we can help.
multivac@sunholo.com