Consulting & Implementation

AI Context
Management

Your AI is only as good as what it remembers. We design, build, and implement context management systems that give your AI persistent memory across every conversation, tool, and workflow.

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The Problem with AI Today

Every conversation starts from zero. Your AI has no memory, no context, and no understanding of your business.

Amnesia Problem

Every chat resets. Your AI forgets past conversations, decisions, and preferences. Teams repeat themselves endlessly.

Fragmented Tools

Context is scattered across ChatGPT, Claude, Docs, Slack, and email. Nothing is connected. Nothing is searchable.

No Scale Strategy

Copy-pasting prompts doesn't scale. As AI usage grows, operating without a context architecture becomes a bottleneck.

The Context Management Stack

One unified layer that connects your AI providers to your business systems — with persistent memory, structured retrieval, and a full audit trail.

AI PROVIDERS CONTEXT LAYER YOUR BUSINESS Claude Anthropic GPT-4 / OpenAI Chat + Assistants Gemini Google AI Custom Models Llama, Mistral, etc. MCP Servers Tool Integration BLORP BLORP PLATFORM Context Engine Persistent Memory & Retrieval Brain (AI Orchestrator) Analyze → Decide → Act Event Bus Async Communication Layer Embeddings Vector Search Audit Trail Full History Annotations Structured Tags Artifacts Generated Assets CRM & Sales Customer Data Documents & Docs Knowledge Base Email & Comms Slack, Teams, Email Project Management Tasks & Workflows Analytics & BI Dashboards & Reports One unified context layer connecting your AI to your business Every interaction remembered. Every decision informed. Every workflow connected.

What We Build For You

A complete context management system tailored to your business, your AI tools, and your workflows.

Context Engine

Persistent storage for AI context — conversations, decisions, artifacts, and annotations. Vector-indexed for semantic retrieval. Structured for precision.

AI Orchestration

Route requests to the right AI model with the right context. Multi-model support: Claude, GPT-4, Gemini, open-source, or custom. The brain that decides and acts.

System Integrations

Connect your CRM, docs, email, project management, and analytics. MCP-compatible tool integration. Your AI works with your tools, not around them.

Event-Driven Architecture

Asynchronous event bus that connects every component. Fire-and-forget messaging with retry, dead-letter queues, and full audit trail. Built to scale.

How We Work

From needs assessment to production deployment — a clear, structured process.

1

Needs Assessment

We audit your current AI usage, tools, workflows, and pain points. We map where context is lost, duplicated, or missing entirely. Deliverable: a comprehensive AI Context Readiness Report.

2

Architecture Design

We design your context management stack — storage schema, retrieval strategy, embedding pipeline, integration points, and event architecture. Tailored to your specific AI providers and business systems.

3

Implementation

We build and deploy the context engine, integrations, and orchestration layer. Iterative delivery with working components at every milestone. Full test coverage and documentation.

4

Training & Handoff

We train your team on managing contexts, adding integrations, and extending the system. Complete documentation, runbooks, and ongoing support options.

Who This Is For

If your team uses AI and wants it to actually remember what matters.

Engineering Teams

Copilot, Claude, and GPT across your codebase — but no shared memory of architecture decisions, conventions, or past bugs. Context management gives every AI session the full picture.

Operations Teams

Support, sales, and ops teams using AI for customer interactions. Context management means your AI knows the customer history, account details, and past resolutions.

Startups & Scale-Ups

Building AI-native products? Context management is infrastructure. Get it right from day one instead of retrofitting later. We help you design the architecture that scales.

Built on Blorp Blorp Platform

We Don't Just Consult.
We Build.

Our context management implementations are powered by the Blorp Blorp Platform — the same system we use internally to run our own AI-driven operations. This isn't theory. It's battle-tested infrastructure.

  • Context Engine — Persistent memory with embedding-based retrieval
  • Brain (AI Orchestrator) — Multi-model routing with context injection
  • Event Bus — Async architecture that scales to millions of events
  • MCP Integration — Connect any AI tool via Model Context Protocol
  • Full Audit Trail — Every context read, write, and decision logged
Blorp Context
Persistent AI memory across sessions
Blorp Brain
AI orchestration that analyzes, decides, acts
Blorp Events
Async event-driven architecture
Blorp API
Central platform backbone
Explore the Full Platform

Ready to Give Your AI
a Memory?

Start with a free needs assessment. We'll analyze your current AI usage and show you exactly where context management would have the biggest impact.

Request Needs Assessment Book a Call

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