Five layers of understanding
Company, team, client, project, and user context — merged and ranked per run.
Understanding AI
AI that remembers your business. Permanently.
The five-layer context engine gives every agent deep understanding of your company, team, clients, projects, and you — without re-explaining anything.
Scroll
Why generic AI fails your team
Generic tools reset every session, ignore team methodology, and rarely produce output in the right voice without heavy correction.
Core capabilities
Relevance-based ranking
Fields scored by relevance to the agent category and sorted by specificity. High-value fields get summarized when budgets are tight.
Smart token budgeting
Dynamic allocation across system, static, knowledge, conversation, and dynamic sections with automatic rebalancing.
AI-powered interaction learning
Analyzes your edits to infer tone, structure, length, and terminology preferences — suggests them for approval.
Context caching & warming
Assembled context is cached per scope combination and warmed proactively for instant agent responses.
Temporal awareness
Agents know today's date, upcoming deadlines, recent activity, and team uploads — no manual prompting needed.
Conflict detection & resolution
When layers disagree on tone or rules, the most specific layer takes precedence automatically.
Freshness monitoring & nudges
Stale fields are flagged with configurable thresholds per scope type. Nudges prompt updates without nagging.
Same prompt, different output quality
Low
Generic AI methodology alignment
High
Sempleo methodology alignment
Variable
Generic AI voice consistency
Consistent
Sempleo voice consistency
See it in action
Your context is not locked in Sempleo.
The Context API lets authorized systems read your organizational context in real time. Learn about it at /product/context-api.
Explore each context layer
See the context engine in action with your methodology
Book a demo and review effective context composition for your team.