We built Huckleberry.

Huckleberry is Didati's Data & AI Enablement platform. It connects directly to data wherever it lives – structured or unstructured, batch or streaming. The result is any data source becomes governed and actionable intelligence, consumable by agents and humans alike.

Huckleberry treats AI as a force multiplier for human expertise, not a replacement for it – fostering a hybrid approach where human judgment remains critical to delivering outcomes that matter.

Business-Aligned Data Virtualization

Transform complex technical architectures into business-aligned data products accessible instantly – without data migration. Virtualize data around business concepts, not technical structures.

Intelligent Data Governance

Automatically transform business models into enterprise-wide governance frameworks. Create contracts, deploy access controls, and present technical data in business-friendly terms – without centralized management.

Strategic Outcomes Engine

Transform business intuition into structured models and actionable recommendations. Enable scenario planning and optimization even where historical data is limited or non-existent.

How It Works
Headwaters — Data Virtualization

Connect your sources. The platform profiles them.

Point Huckleberry at your databases, warehouses, object stores, or document repositories. Headwaters introspects every table – column types, cardinality, nulls, relationships, top values – and builds a semantic knowledge of your data landscape. No transformation, no migration, no copying, no alteration. Your source systems are untouched.

Supported Connections & Types

AWS S3 Azure Blob Storage Blob files Cloudflare R2 CSV Delta Lake DuckLake Excel httpfs Iceberg JSON Lance tables MySQL Parquet PDFs PostgreSQL Snowflake SQLite Text files Vortex files If we list them all we'll break the page
Doc — AI Agent

Doc designs your data products through conversation.

Ask Doc what you want to understand about your business. It explores the source schema, recommends entities and relationships, proposes a data product scope, and waits for your confirmation before writing anything. Your data is accessible as a mature reliable product usable in minutes, not months

Wyatt — Interchange Network

Publish on a governed, decentralized interchange network.

Data products are versioned, permissioned artifacts – queryable via MCP, GraphQL, SQL. Publish them to Wyatt's interoperable, decentralized data mesh, where other teams and partner organizations discover and consume your data under explicit contractual terms. No central broker. No data migration. No trust assumptions. Every exchange is recorded on an audit ledger – tamper-evident by construction.

Vista — Mesh Observability

Observe, explore, and audit your decentralized data landscape.

Open a single, real-time window into your entire distributed data estate. Vista maps the live lineage, operational health, and consumption patterns of every data product active across the Wyatt network. Without centralizing a single byte of data, it visualizes active contracts, tracks cross-node query performance, and flags structural changes instantly. You get absolute operational clarity over who is consuming what, where it came from, and how it's changing.

Monitored Metrics & Capabilities

Active contract compliance Data lineage maps Query performance telemetry Audit ledger visualizer Schema drift detection Consumption analytics Cross-node anomalies Federated search & discovery If it happens on the mesh, Vista catches it
Capabilities

Three Modules.
One deployment.

Didati is built for organizations embracing a Data Mesh approach and ready to unlock the full potential of their data. Technology for its own sake is a luxury the modern enterprise cannot afford. In the boardroom, the data conversation isn't about lakes, warehouses, or mesh architecture; it is about execution.

Data Products Headwaters Federated query across heterogeneous sources. Live data, no copies, no replication lag. Queryable via MCP, GraphQL, SQL. Live
Interchange Wyatt Decentralized peer-to-peer data exchange. Audit ledger. Governed cross-org sharing without a central broker or data migration. Live
Data Apps Vista First-class data application runtime. Deploy AI-driven analytical workflows as purpose-built applications for business users. Live
Who We Serve

Built for the industries that have the most at stake from data complexity.

Technology, Media & Telecom

Complex legacy estates, cross-org data sharing

Government & Defense

Air-gap ready, zero-trust, CMMC-aligned

Aerospace

Sensor data integration, operational analytics

Life Sciences

Clinical data governance, research interoperability

Energy

Grid data, operational visibility, regulatory compliance

Manufacturing

Process optimization, quality and production data

Retail

Customer analytics, supply chain intelligence

Water Science

Environmental monitoring, distributed sensor data

Services

Platform Success Services.

We don't just sell software – we deliver outcomes. Didati ensures your organization maximizes ROI through custom implementation and strategy.

Data & AI Enablement Implementation

Custom implementation and strategy from discovery through delivery. We understand your data landscape, identify the right sources, design your data product architecture, and implement end-to-end. With a holistic mindset, Didati provides data architecture, analytics, machine learning and data science expertise to augment our partner's integration of the Agentic Data Mesh platform.


Or you could do it. Doc will help.

Cross-Industry Expertise

Decades of Fortune 50 delivery experience across Technology, Media, Telecom, Retail, Manufacturing, Defense, and Life Sciences. Our data architecture, analytics, and ML teams bring deep domain knowledge to every engagement – navigating regulatory requirements, legacy system complexity, and new AI initiatives with patterns we've seen before and know how to deliver.

Learn more about Why Didati