AI STRATEGY & DEPLOYMENT

From AI ambition to adopted workflows.

We help established organizations identify valuable AI opportunities, redesign workflows, deploy the right tools, and build the internal capability required for lasting adoption.

PROFESSIONAL SERVICES · REGULATED INDUSTRIES · MIDDLE-MARKET OPERATIONS
EXPERIENCE ACROSS
Coinbase
BCG
Austrian Federal Chancellery
Harvard University
Wharton
THE DEPLOYMENT GAP

The hard part is not accessing AI. It is changing how work gets done.

Most organizations do not need another list of use cases. They need clear priorities, redesigned workflows, coordinated implementation, responsible governance, and people who will use the system after the pilot ends.

01 · ASSESS

Find the valuable work.

Map workflows, interview stakeholders, identify use cases, and prioritize opportunities against value, feasibility, risk, and readiness.

02 · DEPLOY

Put tools into operation.

Redesign the workflow, select the right tools, configure a pilot, coordinate technical teams and vendors, and establish measurement.

03 · ADOPT

Make the change stick.

Train teams, clarify ownership, establish governance, track adoption, and build the internal capability needed to scale what works.

WAYS WE WORK

From strategic assessment to operational deployment.

AI OPPORTUNITY ASSESSMENT

Where should we begin?

A focused assessment of workflows, use cases, readiness, risk, and expected value, ending in a prioritized 90-day deployment roadmap.

Best for leadership teams seeking clarity before committing to tools or a larger program.

AI WORKFLOW DEPLOYMENT

How do we make this operational?

Design and deploy one priority workflow, including tool selection, pilot configuration, implementation coordination, onboarding, and measurement.

Best for organizations with a priority area and a mandate to move from discussion to use.

EMBEDDED TRANSFORMATION LEAD

Who owns the change?

Ongoing leadership across the roadmap, functional teams, IT, vendors, governance, adoption, and executive reporting.

Best for organizations that need senior ownership without building a complete internal function immediately.

Stephan Rihs
WHY RIHS VENTURES

Bridging the gap between executive intent and operational reality.

The work draws on experience delivering complex transformation at BCG and in government, operating in a regulated technology environment at Coinbase, and working directly with AI-native companies. It also includes expert-level model training, evaluation, and feedback for OpenAI, Google Gemini, and Perplexity, alongside building technical products and agentic workflows through Veynor.

Rihs Ventures leads strategy, workflow design, implementation management, adoption, and value realization. We work with internal technical teams, software vendors, and specialist engineering partners where deeper integration or production engineering is required.

SELECTED APPLIED AI WORK
Model training, evaluation, and feedback
Voice AI for customer engagement
Synthetic content systems
AI for research workflows
AI for trading and equity research
AI for legal workflows
WHO WE WORK WITH

Organizations where workflow, judgment, and trust matter.

Professional services

Legal, advisory, diligence, accounting, and other knowledge-intensive environments where AI changes how expertise is delivered.

Regulated organizations

Financial services, healthcare operations, insurance, and adjacent sectors where oversight, data, and accountability shape deployment.

PE-backed middle market

Operating teams seeking measurable workflow improvement without creating a large central transformation function.

START A CONVERSATION

Where could AI change how your organization works?

Bring a workflow, an operating problem, or an AI mandate. We will determine whether there is a focused deployment worth pursuing.

Discuss an AI deployment →

Or email hello@rihs-ventures.com