What Konsilix does

Konsilix was a US-based enterprise AI platform company, legally organized as Konsilix LLC and headquartered in Darien, Connecticut, founded in 2024 with 1-10 employees. The company built a secure conversational AI platform distinguished by a 'Data-in-Place' architecture that processes queries inside customer on-premises environments or virtual private clouds, preventing data exfiltration to external LLM services. Its core technical components include the Intent Router, which directs qualitative questions to language models querying trusted structured and unstructured data sources while routing quantitative queries to deterministic computing engines to eliminate hallucination, and the Corporate Memory Engine, which stores all queries, responses, and work product as a fully auditable ledger for reuse.

The company targeted large enterprises and data-sensitive industries struggling with shadow AI usage, data exposure risks from public LLM services, hallucination-prone AI responses, and uncontrolled token costs. Its go-to-market relied on direct enterprise field sales via a 'Request a Demo' motion with a 48-hour response time, quote-based pricing, and event-driven presence at venues such as RSAC 2026. The only publicly named customer reference is IoT Analytics, a market research firm whose CEO Knud Lasse Lueth provided a testimonial regarding citation-grounded research queries.

In March 2026, Konsilix entered an agreement to merge with Fasoo's US subsidiary to form Symbologic, Inc., combining Konsilix's AI platform with Fasoo's 25+ years of enterprise data security expertise. The transaction closed in June 2026, with Rob Marano appointed President and CEO of the new entity. Following completion, Konsilix no longer operates as an independent company; its assets, technology, and personnel are now part of Symbologic, which continues to market the Data-in-Place platform under the Symbologic brand, augmented by white-label deployment options and recognized with the 2026 Intellyx Digital Innovator Award.

Name

Konsilix

Legal name

Konsilix LLC

Website

https://konsilix.com

Company type

Private

Founded year

2024

Operating status

Acquired

Headcount range

1–10 employees

Short description

Konsilix built a secure enterprise conversational AI platform using a Data-in-Place architecture that kept customer data on-premises or in VPC, targeting enterprises concerned about AI data exposure, before merging with Fasoo's US subsidiary in June 2026 to form Symbologic, Inc.

Ownership category

akta.pro rank

Product category

Enterprise AI Platform

NAICS

Software Publishers (5132), Software Publishers (513210)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Model Hosting, Serving & Inference Platforms (HDAAACAB)

akta.pro secondary industry

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

Keywords

• Secure enterprise AI
• Data-in-place AI
• Conversational AI platform
• Zero-trust AI security
• Enterprise AI consulting

Headquarters

HQ city

Darien

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. Enterprise AI Platform Licensing: The company generates revenue through enterprise software licensing of its secure AI platform. The solution is deployed within client infrastructure (on-premises or VPC), suggesting a subscription or license-based model targeting enterprise buyers. Revenue is derived from deploying agentic AI applications with zero-trust security infrastructure.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels5 records

Core offering

Konsilix built a Data-in-Place AI platform that deploys on-premises or in a customer's virtual private cloud, enabling enterprises to query structured and unstructured data via secure conversational AI without exfiltrating data to external LLMs. The platform combines an Intent Router (routing qualitative queries to LLMs and quantitative queries to deterministic engines) with a Corporate Memory engine that captures and audits all queries and responses. Following its June 2026 merger with Fasoo's US subsidiary, the offering is now delivered as part of Symbologic, Inc.

Product overview

Konsilix was a U.S.-based AI platform and consulting firm, pioneering Data-in-Place AI and Edge innovation. The company merged with Fasoo Inc. in June 2026 to form Symbologic, Inc. Symbologic offers a unified enterprise AI platform that combines Konsilix's Data-in-Place AI technology with Fasoo's quarter-century of data security expertise. The platform includes core components: the Corporate Memory Engine for storing and tracking queries and responses, and the Intent Router for directing queries to appropriate processing engines. The solution deploys on-premises or in virtual private clouds, providing complete data sovereignty while enabling hallucination-free conversational AI across structured and unstructured enterprise data.

Differentiator

Problem solved

Functional benefit

Products and services

• Symbologic Platform Enterprise AI platform that deploys in days on-premises or in a virtual private cloud, combining data security with conversational AI to deliver hallucination-free operational intelligence while keeping customer data within the customer's own infrastructure.
• Data-in-Place AI

Quantifiable outcome

• Deploys in days to drive immediate value
• +2 more outcomes

Named customers1 record

Segments2 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature4 records

Partnerships

One partnership is on record.

• Fasoo (now Fasoo AI)coreStrategic or Co-development Partner · 23 March 2026Strategic merger combining Fasoo AI's 25 years of data security expertise with Konsilix's Data-in-Place AI and Edge innovation. The merger formed Symbologic, Inc. as a new enterprise AI company. Fasoo contributed enterprise data security and lifecycle management expertise while Konsilix contributed its secure conversational AI platform. The transaction was expected to close by end of April 2026 and was completed in June 2026.

Scale indicators3 records

Recent moves7 records

Expansion highlights5 records

Others

• Haystack (deepset): Haystack is an open-source framework for building production LLM and RAG applications over private enterprise data. Adjacent to Symbologic as enabling infrastructure for the same secure enterprise AI use case, though primarily a developer framework rather than a packaged product.

Emerging players

• AISERA: Aisera offers an enterprise AI copilot and conversational AI platform with domain-specific LLM applications for IT, HR, and customer service. Competes for enterprise conversational AI workloads with a similar focus on knowledge retrieval over corporate data.
• Writer: Writer provides enterprise generative AI platform with private deployment options and a focus on secure, governed AI assistants for knowledge workers. Overlaps with Symbologic's conversational enterprise AI use case in mid-market and large enterprise.

Direct peers

• Mistral AI: Mistral offers open-weight and enterprise LLMs with strong on-premises and private deployment options for data-sensitive buyers. Targets the same European and regulated-industry customers Symbologic addresses with its Data-in-Place approach.
• Glean: Glean provides enterprise AI search and assistants that query corporate structured and unstructured data across SaaS applications. Symbologic's conversational AI over enterprise data competes directly with Glean's knowledge-worker AI offering.
• Hebbia: Hebbia delivers AI for financial and professional documents with citation-grounded responses and enterprise governance. Both compete for enterprise AI deployments that require hallucination-free answers with full auditability over sensitive data.
• Cohere: Cohere provides enterprise-focused LLMs with emphasis on private deployment, data security, and customization — directly competing with Symbologic's secure enterprise AI positioning. Targets the same regulated-enterprise buyer with private/VPC deployment options.
• Anthropic (Claude for Enterprise): Anthropic's Claude for Enterprise offers zero data retention, customer-managed keys, and SOC 2 compliance — directly addressing the same enterprise data-sovereignty concerns Symbologic targets. Both compete for enterprise AI deployments where data cannot leave corporate control.

Broad incumbents

• C3 AI: C3 AI provides enterprise AI applications with on-premises and private cloud deployment for regulated industries. Operates as an established incumbent offering a broader AI application suite, comparable to Symbologic in deployment model but broader in scope.
• IBM watsonx: IBM watsonx offers enterprise AI with strong governance, on-premises deployment, and data sovereignty features as part of a broader hybrid cloud platform. Competes for the same regulated enterprise AI use cases but as part of a much wider portfolio.

Market position

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/konsilix

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

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

M&A1 record

Investments

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

Frequently asked questions about Konsilix