MAKE YOUR DATA RUN ITSELF

Your next Data Engineer

WALT is a crew of autonomous data engineering agents that help you build and run your entire data platform

Hire WALT

How it works

Built on neuro-symbolic agentic framework

Some of the companies benefitting from our Agent:

AGENTS

Meet the Autonomous Data Engnieering Agents that help run your data platform

Five agents. One crew. From ingestion to transformation to analytics to governance, working together to build, operate, and evolve your data platform.

Ingestor

Discovers, connects, and ingests data from any source, in any format, on any schedule.

Transformer

Cleans, normalizes, and reshapes raw inputs into context-ready data models.

Reasoner (Analytics & BI)

Builds your Data Context Graph and delivers trusted, deterministic answers to every consumer.

Operator

Monitors, detects, and fixes data quality and pipeline issues before anyone notices.

Governor

Enforces policy, ensures compliance, and evolves your platform architecture over time.

Reasoner (Analytics & BI)

Builds your Data Context Graph and delivers trusted, deterministic answers to every consumer.

Ingestor

Discovers, connects, and ingests data from any source, in any format, on any schedule.

Transformer

Cleans, normalizes, and reshapes raw inputs into context-ready data models.

Operator

Monitors, detects, and fixes data quality and pipeline issues before anyone notices.

Governor

Enforces policy, ensures compliance, and evolves your platform architecture over time.

REASONER

Data Reasoning Agent

The Reasoner doesn't query your data. It understands your business first. Constructs your Data Context Graph — ontology, knowledge graph, semantic layer, and metrics. Serves every consumer: businessusers, dashboards, downstream agents, and AI apps. Deterministic inference. No LLM-generated SQL.Available as an MCP — your downstream agents and AI apps access enterprise data programmatically.

revenue, revenue_final, revenue_corrected. Which one is right?

The Reasoner introspects your data, maps relationships, canonicalizes business vocabulary, and builds a living knowledge graph.

One source of truth. Continuously evolving.

Data Context Graph (ReasonBase™)

Your CEO asks the same question twice.The answer should be identical.

Deterministic Analytical Inference Models. Not stochastic LLMs writing new SQL every time. Same question, same answer, every time. Production-grade.

Learn About Neuro Symbolic AI

"What's driving margin compression this quarter?" Answered in seconds.

Business users ask in English. The Reasoner resolves intent against the knowledge graph and returns trusted answers.

No analyst in the loop. No 3-day wait.

Business user filed a dashboard request in ServiceNow. It was live in Power BI by morning.

The Reasoner read the request, built the logic from the Data Context Graph, deployed the dashboard in your existing BI tool, and set up data quality checks.Your analysts review and refine. Your Power BI investment stays. WALT just does the building.

Monday morning. Decision deck. Already in your inbox.

The Reasoner worked overnight - pulled the numbers, identified trends, built the slides in your corporate style. You walk into the meeting ready to act, not ready to ask.

Your best analyst quits. Everything they knew stays.

The Reasoner builds and maintains the dashboards - the logic, the filters, the "why we exclude Q2 returns." Tribal knowledge lives in the graph, not in someone's head.

Revenue dropped 11% Thursday. The Reasoner found out why before anyone asked.

Traced it to a regional promotion that cannibalized full-price sales. Root cause, supporting data, and recommended action -ready in Slack by morning.

INDUSTRIES

Built for Complex, Regulated, and Data-Intensive Sectors

WALT adapts to industry-specific rules, compliance requirements, and operational complexity — delivering trusted reasoning where precision matters most.