DATA ENABLEMENT FOR AI
Your AI Can’t Work Without Data. We Make It Work with the Right Data.
Aqfer helps marketing solution providers unlock the full power of AI by delivering clean, structured, and context-rich data – without copying, migrating, or rebuilding the infrastructure.
+ The Challenge
Most organizations assume their AI applications will “just work” with the data they already have. But in reality …
Data is scattered across systems and silos
AI agents waste tokens parsing irrelevant or outdated records
LLMs are blind to marketing context without expensive retraining
Reorganizing your stack for AI is costly, risky, and time-consuming
The Solution: Aqfer AI Data Enablement
Aqfer sits between your existing cloud data and your AI agents—no rebuilding, no duplication. We make marketing data discoverable, relevant, and efficient to use in context-aware AI applications like customer support assistants, campaign optimizers, and analytics copilots.
+ What It Does
Capability
+ Zero Copy RAG
+ Token-efficient context delivery
+ Edge-level filtering + governance
+ Interoperability with multiple agents
+ Structured metadata delivery
Business Impact
+ AI access to structured data directly from your cloud lakehouse
+ Reduces LLM token waste and improves response relevance
+ Applies policy-based controls and context prioritization in real time
+ Supports agent communication with platforms like Akio, Bombora, and others
+ AI receives high-quality, enriched inputs for prompt engineering or inference
+ Aqfer’s AI Enablement Stack
Layer 1 | AI-Ready Data Access (Zero Copy RAG)
Enables structured, secure access to your cloud data—without replication.
Faster, cheaper, more secure AI ingestion.
Layer 2 | Model Context Protocol (MCP Server)
A lightweight middleware layer that standardizes how AI agents access and request enterprise data.
Token-optimized, governed, and scalable.
Layer 3 | Tactical AI Use Cases
We support AI experiences that need speed, precision, and compliance:
● Call center agent scripting
● Commerce media recommendations
● Creative versioning
● Natural-Language querying for data analytics
+ Built for the New AI Era—Without Rebuilding Your Stack
Aqfer helps MSPs and enterprise marketers:
Access structured marketing data instantly – at the point of AI need
Deliver context-rich prompts with lower latency and better governance
Eliminate the complexity of “training data prep” for every model
Preserve full control over compliance and infrastructure
Why MSPs Choose Aqfer for AI Data Enablement
Deploy in weeks – not quarters
Cut data prep costs by 60–70%
Built-in governance and privacy controls
Zero-copy integration with Snowflake, Databricks, GCP, AWS
Output formatted for AI workflows, not just analytics
Your AI Is Only as Smart as the Data It Sees
Aqfer doesn’t build AI agents – we empower them. We deliver cleaner context, faster insights, and lower overhead so that your AI investments pay off without reengineering your stack. Book a consultation to see how Aqfer helps MSPs move from fragmented data to context-aware AI—without the hassles and budget overruns.