Aqfer

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Solutions · AI Data Enablement

Your AI Cannot 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

  • 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  • AI agents waste tokens parsing irrelevant or outdated records.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. Marketing data becomes discoverable, relevant, and efficient to use in context-aware AI applications such as support assistants, campaign optimizers, and analytics copilots.

Capability
Business impact
Zero Copy RAG
AI access to structured data directly from your cloud lakehouse.
Token-efficient context delivery
Reduces LLM token waste and improves response relevance.
Edge-level filtering and governance
Applies policy-based controls and context prioritization in real time.
Interoperability with multiple agents
Supports agent communication with platforms like Akio and Bombora.
Structured metadata delivery
AI receives enriched inputs for prompt engineering or inference.
What it supports

AI experiences that need speed, precision, and compliance

01

Call centers

Agent scripting grounded in real customer context.

02

Commerce media

Recommendations built on live behavioral data.

03

Creative versioning

Variants generated against structured attributes.

04

Natural-language querying

Analytics answered in plain language.

Built for the new AI era

Without rebuilding your stack

  • 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 Aqfer

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 and AWS.
  • Output formatted for AI workflows, not just analytics.

Your AI is only as smart as the data it sees

Aqfer does not build AI agents, it empowers 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.