🧠 Context Middleware

Prompt Governor

Keep your AI assistants on-task. Context management that decides what matters, how much to spend, and how the model must respondβ€”for consistent, accurate output with lower token cost.

User / App
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Prompt Governor
Context β€’ Budgets β€’ Profiles
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Models / Agents
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Prompt Governor
Response Governance
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User / App

Problems We Solve

Common AI assistant challenges that Prompt Governor eliminates

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Context Bloat

Runaway token costs and slower responses from unmanaged context windows

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Conversation Drift

Assistant loses the plot across long threads and forgets key facts

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Hallucination Pressure

Model fills gaps when evidence is thin instead of admitting uncertainty

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Inconsistent Style

Responses vary wildly across sessions, tools, and team members

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Prompt Fragility

Behavior breaks when prompts change slightly or context shifts

Core Capabilities

Five pillars of intelligent context and response management

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Context Management

Only relevant, highest-signal context is injected into each request.

  • Intent + scope detection
  • Relevance selection & ranking
  • Rolling summaries
  • Pinned facts ("always include")
  • Dedupe & redaction
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Drift & Hallucination Reduction

Force uncertainty acknowledgment and catch contradictions early.

  • Uncertainty forcing
  • Contradiction detection
  • Scope guardrails
  • Verification hooks
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Token Optimization

Reduce cost and latency with intelligent token budgeting.

  • Per-request token budgets
  • Adaptive compression
  • Embedding/summary caching
  • Redundancy elimination
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Response Management

Standardize tone, format, and structure across all outputs.

  • Response profiles
  • Format enforcement
  • Preference learning
  • Style consistency
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Observability

See what context was used and why decisions were made.

  • Context trace viewer
  • Token spend tracking
  • Decision rationale
  • Performance metrics

Response Profiles

Pre-configured behaviors that standardize how your AI responds

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Blunt

Direct, no-fluff answers. Just the facts.

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Executive Brief

Summary-first with key takeaways.

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Teacher Mode

Detailed explanations with examples.

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Developer Mode

Code-focused with technical depth.

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Bullets Only

Structured lists, no prose.

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Custom

Define your own profile rules.

Choose Your Plan

From power users to enterprise teams

Core

Power User

Essential context control for individuals

  • βœ“ Response profiles (5 presets)
  • βœ“ Pinned context (10 facts)
  • βœ“ Rolling summaries
  • βœ“ Token budgets
  • βœ“ Context transparency
  • βœ“ Basic analytics
Enterprise

Enterprise

Full governance at scale

  • βœ“ Everything in Team, plus:
  • βœ“ RBAC + audit logs
  • βœ“ Org policy packs
  • βœ“ Connector integrations
  • βœ“ Model routing controls
  • βœ“ Agent containment
  • βœ“ SSO / SAML

Who Uses Prompt Governor

Built for anyone who needs predictable, efficient AI behavior

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Power Users

Running multiple AI assistants and tools daily who need consistent, efficient outputs without babysitting prompts.

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Teams

Groups that need consistent outputs, shared context, and predictable behavior across all team members.

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Builders

Shipping agents and applications who want predictable behavior without prompt engineering overhead.

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Enterprises

Organizations needing governance, auditability, and cost control over AI usage at scale.

Ready for Smarter Context?

Stop fighting with prompts. Let Prompt Governor handle context, budgets, and response governance automatically.