AI Opportunity Review
Choose a process worth improving. Understand the value, data requirements and constraints before committing to a build.
Explore the scopeDarius Kaler · Entrepreneur, lawyer & software founder
I help founders connect business processes, legal requirements and software—so their teams can put AI to practical use.

Legal practice
KALER Rechtsanwaltsgesellschaft mbH
Software projects
SILCROW & KALINA
One connected perspective
Business decisions, legal judgment and working systems
How I can help
For founder-led businesses, professional services and software teams working through AI adoption.
Choose a process worth improving. Understand the value, data requirements and constraints before committing to a build.
Explore the scopeTurn questions about data, responsibility and vendors into rules your team can use.
Explore the scopeConnect a selected process to the tools your team uses, with clear approvals and a workable handover.
Explore the scopeProjects & practice
Legal practice and own software projects inform the questions I ask about implementation. These are my ventures, rather than client case studies.
KALER Rechtsanwaltsgesellschaft mbH advises businesses on legal matters. Contracts, responsibilities and company decisions form the practical context for my work.
Explore projectA software project connecting law-firm processes, including matters, documents, deadlines and client communication.
Explore projectAn AI software project focused on legal knowledge and research. It brings questions about sources, review and information handling into the product design.
Explore projectThe approach
Start with one process and agree on what useful, acceptable output looks like.
Identify the people, information, handovers and decisions involved.
Agree on data use, responsibility, review criteria and the boundaries of a pilot.
Test the workflow, examine failures and put ownership and documentation in place.
Insights
Business processes · 5 min
A practical assessment of repetition, review effort and the cost of getting it wrong.
Read articleVendor decisions · 5 min
Connect the intended use, information flow and contractual review before selecting a tool.
Read articleWorkflow design · 4 min
Specify who reviews what, using which information, before the next action is allowed.
Read articleThe playbook
A practical working guide for choosing an AI use case, defining data boundaries and planning human review. Available directly, without an email gate.
The AI Workflow PlaybookYour next step
Tell me where work gets delayed, repeated or difficult to review. We can discuss what an appropriate next step looks like.
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