We do not start with AI. We start with how work really happens.
Otto speaks with your teams to surface their tasks, tools, pain points and the exceptions a specification misses. Agentscium then turns that knowledge into a tailored, integrated and measurable solution.
Tell me about the last time this workflow slowed you down.
A request arrives by email. The team opens several tools, checks the information, then finds the right person to approve it.
A conversation adapted to the role and answers, not a fixed questionnaire.
Too specific for standard software. No need for a large transformation program.
We work with companies whose operations have become too complex for generic software, but that want to begin with one specific problem, an involved team and an observable result.
See whether Agentscium fits your context →Your teams work around the limits of their tools
Email, spreadsheets, copy-paste and informal knowledge keep the process moving.
Poor-fit toolsThe process has too many exceptions
Standard software handles the simple case, but not the real rules, approvals and edge cases.
Complex workThe status quo has a measurable cost
Lost time, rework, delays, constrained capacity or missed opportunities justify a focused project.
Visible stakesYou want progress without a heavy transformation program
One specific workflow, an involved team and concrete evidence before investing further.
Pragmatic approachScope. Prove. Then deploy.
The knowledge gathered by Otto stays connected to the project. Every stage produces a clear decision before the next investment.
A baseline before code. A decision after the pilot.
The right metric depends on the process. We track what connects the system to business operations, then keep observed results separate from estimates.
Handling time
Response delay
Errors and rework
Capacity or revenue
These are measurement categories, not claimed results.
What decision-makers want to know before a first call.
How does an engagement with Agentscium begin?+
Otto first speaks with the people who know the workflow. It structures tasks, tools, documents, pain points, rules and exceptions. Agentscium adds process measurement and business scoping.
Which companies are a good fit for this method?+
B2B companies where an important workflow has become too specific for standard software, with measurable stakes, an accountable sponsor and teams available to describe and test the real work.
Do we need to know which AI solution to build?+
No. The method is designed to understand the need, compare options and define the smallest useful pilot before selecting the architecture.
Do you replace our existing tools?+
Not as a starting point. We work with the ERP, CRM, CMMS, email, documents and APIs already available.
How do you measure value?+
We define a baseline and one metric before the pilot: time, delay, capacity, completeness, rework, margin or another process metric. Observed results remain separate from estimates.
Does Otto build the solution on its own?+
No. Otto structures discovery and feedback. The Agentscium team analyzes, designs, develops, integrates and supports the system with your teams.
Let’s find the right place to start.
A 30-minute conversation to understand how you work, what is getting in the way and where AI could genuinely help.
