RECONS LTD

What RECONS LTD does

RECONS LTD is a privately held UK software company that has built mycorr.app, a semantically aware data platform designed to eliminate the traditional translation layer between business users and an organization's data warehouse. The platform's core innovation is the encoding of business meaning directly into the data layer in plain language, annotated by the people closest to the work (typically business users), rather than relying on configuration files, transformation pipelines, or data engineering teams. At query time, language models handle natural-language-to-query generation, joins, and unit conversions, transforming the warehouse into a "living knowledge base" that anyone in the organization can query immediately.

The company serves horizontal business-user personas — non-technical teams that need to retrieve and analyze organizational data without depending on data engineering resources — and addresses problems such as data teams being stretched thin, business definitions living outside the data model, and the friction of engineering projects being required to answer routine business questions. The product operates through a self-serve product-led growth motion distributed globally via mycorr.app, with no published pricing, no named customers, no disclosed partnerships, and no external funding rounds on record.

The company is registered in England & Wales (Company No. 14359202), headquartered in London, and operates with a four-person team (Haithem Jarraya, Maximilian Schuberth, Rihab Cheberli, Imed Eddin Ati). The business model and revenue mechanics are not publicly disclosed; given the PLG self-serve distribution and the absence of any enterprise sales motion, pricing is most likely a SaaS subscription or usage-based model accessed directly through the product, but no public pricing details are available to confirm.

Name

RECONS LTD

Legal name

RECONS Ltd

Website

https://recons-ltd.com

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

RECONS LTD is a privately held UK software company that has built mycorr.app, a semantically aware data platform enabling non-technical business users to query organizational data using natural language, replacing traditional data transformation pipelines and engineering bottlenecks.

Ownership category

akta.pro rank

Product category

Data Analytics Platform

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)

akta.pro primary industry

Data Platform (Unified Data & Analytics) Suites (HDAEABAD)

akta.pro secondary industries

Metadata, Catalog & Semantic Layer for Data Platforms (HDAEABAJ), Data Virtualization & Logical Data Warehousing (HDAEABAG)

Keywords

• Semantic data platform
• Data analytics software
• Natural language querying
• Data warehouse tools
• Business intelligence platform

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Infrastructure

Go-to-market motion1 record

Distribution channels1 record

Marketing channels1 record

Core offering

RECONS offers mycorr.app, a semantically aware data platform that encodes business meaning directly into the data layer in plain language. Business users annotate definitions at the data layer, and language models generate queries, joins, and unit conversions at runtime from that metadata, enabling any organisational user to query the warehouse directly without SQL, configuration files, transformation pipelines, or data engineering translation.

Product overview

RECONS LTD offers mycorr.app, a semantically aware data platform built around the concept that business meaning should be encoded directly into the data layer rather than in separate transformation pipelines or configuration files. The platform allows business users closest to the data to annotate and define business concepts in plain language, which language models then use at runtime to generate queries, resolve joins, and handle unit conversions automatically. The core product replaces traditional data engineering bottlenecks by making the database itself understand what the data means, transforming the data warehouse from a destination that requires preparation into a living knowledge base accessible to anyone in the organization.

Differentiator

Problem solved

Functional benefit

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature2 records

Recent moves4 records

Expansion highlights2 records

Direct peers

• Cube: Cube provides a semantic layer for data applications, enabling consistent metric definitions and governed access to data — directly comparable to RECONS' ambition to encode business meaning in the data layer.
• Starburst: Starburst offers a data virtualization and query engine that lets users query data where it lives, similar to RECONS' promise of making the warehouse a queryable living knowledge base.
• dbt Labs: dbt is the de facto standard for SQL-based data transformation and semantic modeling; RECONS' positioning as eliminating transformation pipelines and encoding meaning directly is a direct competitive counterpoint.
• Atlan: Atlan is a data catalog, metadata, and collaboration platform that increasingly bundles semantic-layer and AI-query capabilities — overlapping with RECONS' semantic-data-layer thesis.

Broad incumbents

• Alation: Alation is an established data catalog and governance platform with semantic and metadata features; a broader incumbent competing in the same conceptual space as RECONS.
• ThoughtSpot: ThoughtSpot offers AI-powered natural language analytics on enterprise data, directly addressing the same 'business users querying data without engineering' pain point RECONS targets.
• Databricks: Databricks offers Unity Catalog for metadata and semantic understanding and is investing in natural language interfaces against the lakehouse — a broad incumbent in the same space.
• Snowflake: Snowflake is a major data cloud platform actively building semantic layer capabilities and AI-driven query features that overlap with RECONS' value proposition.
• Domo: Domo is an end-to-end data platform with AI-powered querying and self-serve analytics aimed at business users, comparable in target persona to RECONS' offering.

Emerging players

• Hex: Hex is an AI-native collaborative data workspace with natural language querying and notebook-style analysis — an emerging peer targeting the same business-user-friendly data interface.

Market position

Strengths3 records

Weaknesses4 records

Competitive moat2 records

Key risks5 records

Key highlights4 records

Customer concentration

• LinkedInlinkedin.com/company/recons-ltd

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about RECONS LTD