Forget prompt engineering.
Context comes first.
End unnecessary work.
ONESHIM automatically collects, understands, and suggests.
No Prompt, Input Context.
Half of your work time
disappears here
The information exists, but nobody can find it. History stays in people's heads, and work stalls when they are unavailable.
Routine Work
Recurring reports, context checks, and document cleanup consume 2.5 hours daily on non-core tasks.
Communication Work
Teams use the same terms differently. 71% of senior managers say meetings are unproductive.
Reporting Work
Collecting, processing, and writing reports. It takes 3+ revisions and 8 days on average to get final approval.
No prompt writing required
Traditional LLM workflows need precise user intent. ONESHIM captures context automatically and suggests first.
Impact
How ONESHIM transforms your work hours
Repetitive Task Automation
Information Search & Reorganization
Organizational Ontology
9 Core Differentiators
Not just faster execution. ONESHIM enables entirely new ways of working that were previously impossible.
Context Collection
Automatically captures tacit knowledge and work patterns
Tacit Knowledge Extraction
Veteran know-how is extracted and structured automatically, preserving expertise.
New capabilityShared Team Tacit Knowledge
Personal know-how is shared and compounded at the team level.
Team intelligenceAI Analysis
Structures collected data into ontologies and discovers insights
Auto Ontology Generation
AI auto-builds your organizational terminology and relationship map.
Auto generatedCross-Domain Insight
Automatically discovers hidden links across departments and data silos.
Auto discoveryRole-Based Interpretation
The same data is interpreted differently by role, removing inter-team friction.
New capabilityAuto Execution
Applies analysis results to workflows and continuously improves
Self-Improving Workflow
Workflows optimize themselves as they run. Process improvement drops from months to hours.
1000x fasterPredictive Knowledge Delivery
Information is suggested before users search for it.
∞x fasterClosed-Loop Execution
Goes beyond analysis and applies results directly into systems.
Auto executionProcess Mining
Integrated process mining across five domains without separate tooling.
Integrated systemInteractive Industry Demos
Experience real-world workflows across 6 industries. Each showcase demonstrates ONESHIM's core differentiators in under 3 minutes.
ONESHIM by the Numbers
Desktop Agent
Collects context locally and delivers AI suggestions. v0.4.32
See it yourself
Experience ONESHIM through interactive industry scenarios. Explore the full backoffice for a deeper look.