Is Otomat a consultancy?

No. Otomat is an AI restructuring firm. We may advise executives, but the engagement is built around operating diagnosis, custom software, embedded adoption, and measurable results. Advice is one part of the work, not the final product.

Is Otomat a software company?

Otomat builds software but is not a one-product SaaS vendor. We create client-specific systems and operating capability. Return Catalyst is the firm's PE software platform; the wider Otomat model remains an embedded restructuring service.

Who works on an engagement?

The exact team follows the workflow, but each engagement combines an operating owner, technical leadership, engineering capacity, and the evaluation, security, data, or domain support required for safe delivery. Senior team members remain involved through the work.

What does “outsourced Chief AI Officer” mean?

It means Otomat can provide the executive ownership, operating method, and build capacity a company would otherwise need to assemble across a CAIO, product team, engineering team, and adoption program. The objective is to establish the function, not create dependence on a title.

The Team Behind the Restructuring

Operators who build. Engineers who understand business.

Otomat is a team of operators and engineers built for the gap between executive goals and production reality. Leaders bring the ambition; we translate it into an operating case, write the software, work alongside frontline users, and keep the financial measure attached to the build.

Talk to Our Team See How We Work

Otomat was built around one operating premise: the team that diagnoses the workflow should remain responsible through production, adoption, and measurement. That requires different disciplines in one room.

A fractional CAIO may supply executive ownership and governance. Otomat connects that function to the operating, engineering, adoption, and measurement capacity required to make the change real.

Executive and board fluency
Operating-model and workflow design
Private-equity and investment judgment
Product and production engineering
Evaluation, security, and governance
Training, adoption, and capability transfer
Financial baselining and measurement

Six operating, product, engineering, evaluation, finance, and domain peers work through a delivery decision. — The engagement model: one roadmap shared across operating, product, engineering, evaluation, and domain work.

One team, no ceremonial handoff

The operating lead, technical lead, and client owner share the same roadmap and measures. The build does not disappear into a separate delivery machine.

Senior people stay close to the work

The middle market does not need a pyramid of meetings. It needs fast decisions, direct access, and people who can cross from executive context into implementation detail without losing the point.

Evidence before confidence

We distinguish what is deployed from what is designed, what is observed from what is modeled, and what is proven in a test corpus from what is proven in the business. That discipline makes the work more credible—and usually faster.

Independence by design

We use frontier models and major clouds. We do not let any one provider become the business operating system by default. Business logic, evidence, evaluation, and decision rights remain portable.

Transfer, then step back

The goal is an internal team that can run, inspect, and improve the system. We document the workflow, train by role, create feedback loops, and move ownership into the company.

$30M+: Annualized EBITDA impact
12+: Operating companies transformed
3: PE fund partnerships
<30 days: To an actionable roadmap
70%+ within 90 days: User adoption

These are owner-supplied aggregate results across Otomat's work. They should not be allocated to an individual client, system, or case without the underlying commercial evidence and publication permission.

The Results and Proof Library separates this aggregate record from the narrower evidence supported by each publishable system.

Investment judgment · operating work · production delivery

Adam Roseman — CEO

Adam's career spans investment banking, private equity, operating roles, hands-on AI development, and company building. He has founded and served as CEO of multiple technology startups with data, AI, and machine learning at their foundation, led companies through multiple exits, and worked across the United States, Europe, and Asia. That combination informs Otomat's operating discipline: translate technical capability into a financial case, build the system close to the work, and keep the proof standard high enough for executives, boards, and investment committees.

Adam leads an integrated team that brings operating, product, engineering, evaluation, and domain capacity to each engagement.

If we cannot quantify it, we do not recommend it.

Value may be financial or operational, but it must have a baseline, owner, and measurement path.

The goal owns the build.

We work backward from the company, executive, or investment objective. The workflow, system, model, and commercial structure must serve that goal—not become a program looking for justification.

Build for production from the first useful slice.

Real data boundaries, permissions, exception handling, evaluations, and human control are part of the product—not cleanup after a successful demo.

The operating model owns the technology choice.

Model selection follows the workflow's quality, cost, latency, security, and portability needs.

Adoption is a product requirement.

Training, role design, feedback, and management cadence belong in the delivery plan.

Say what the evidence proves—and stop there.

We do not turn synthetic test results into market accuracy, architecture into deployment, or a deployed system into an invented client outcome.

Self-sufficiency is the end state.

We stay long enough to make the capability real, then transfer it.

Is Otomat a consultancy?: No. Otomat is an AI restructuring firm. We may advise executives, but the engagement is built around operating diagnosis, custom software, embedded adoption, and measurable results. Advice is one part of the work, not the final product.
Is Otomat a software company?: Otomat builds software but is not a one-product SaaS vendor. We create client-specific systems and operating capability. Return Catalyst is the firm's PE software platform; the wider Otomat model remains an embedded restructuring service.
Who works on an engagement?: The exact team follows the workflow, but each engagement combines an operating owner, technical leadership, engineering capacity, and the evaluation, security, data, or domain support required for safe delivery. Senior team members remain involved through the work.
What does “outsourced Chief AI Officer” mean?: It means Otomat can provide the executive ownership, operating method, and build capacity a company would otherwise need to assemble across a CAIO, product team, engineering team, and adoption program. The objective is to establish the function, not create dependence on a title.

No Pitch Theater

Meet the team that stays through the hard part.

Bring the operating problem, the evidence you have, and the result that matters.

Talk to Our Team View the Restructuring Playbook