ollo

What ollo does

ollo (rebranded from Quench in December 2025) is a UK-based agentic AI platform company founded in 2023 with headquarters in London and a US office in Brooklyn, NY. The company sells a three-module enterprise AI platform: Ask (federated enterprise search across 60+ data sources), Assist (no-code AI agent builder), and Auto (workflow automation), built on a proprietary contextual Retrieval-Augmented Generation pipeline with query expansion that the company reports at 86.3% answer accuracy versus competitor benchmarks of 35–48%.

The underlying architecture is federated, meaning ollo connects to customer data sources without copying or training on customer content, which is a core design choice for enterprise security and data residency. The platform is model-agnostic and multimodal, ingesting text, structured data, and images, and is delivered via a co-build methodology that embeds the implementation inside customer operations. ollo holds SOC 2 Type 2 and ISO 27001 certifications and operates with an 11–50 employee base.

The business model is enterprise SaaS with quote-based pricing, a platform-plus-services structure, and a co-build go-to-market aimed at mid-market and enterprise buyers across multiple verticals including automotive, hospitality, customer communication, venture capital, and consulting. The company is privately held and venture-backed, with reported investors including Notion Capital, Plug and Play, Antler, and others.

Name

ollo

Legal name

Ask Askollo Limited

Website

https://askollo.com

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

ollo is a UK-based agentic AI platform that builds enterprise search, AI agent, and workflow automation tools on a proprietary RAG pipeline, sold to mid-market and enterprise customers via a co-build model across multiple verticals.

Ownership category

akta.pro rank

Product category

Enterprise AI Software / Agentic AI Platform

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)

SIC

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

akta.pro primary industry

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)

akta.pro secondary industries

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

Keywords

• Enterprise AI platform
• Agentic AI software
• AI knowledge management
• Workflow automation platform
• RAG enterprise search

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Platform Subscription + Service: Askollo is a platform plus service offering. Pricing is quote-based and includes co-build sprint deployment, team training, and ongoing embedded expert support (4-5 hours per month). UK businesses can fund training through Apprenticeship Levy at zero direct cost. The service is designed for land-and-expand with continuous capability building.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels5 records

Core offering

ollo (formerly Askollo) sells an agentic AI platform for mid-market organizations that bundles three integrated modules: Ask (federated enterprise search with RAG and an enterprise context layer), Assist (a low-code AI agent builder with human-in-the-loop and audit logging), and Auto (event- or time-triggered workflow automation). The platform connects to 60+ workplace tools and is delivered as a subscription plus a co-build deployment service with embedded expert support.

Product overview

ollo (formerly Askollo) is an agentic AI platform built for teams that combines three core modules: Ask for enterprise search, Assist for AI agent building, and Auto for workflow automation. These modules work together as a single coherent system on a unified platform, enabling organizations to search company knowledge, build AI agents alongside their teams, and automate deterministic workflows. The platform uses a co-build deployment methodology where ollo experts work alongside customer teams to deploy and train them to use the platform independently.

Differentiator

Problem solved

Functional benefit

Products and services

• Ask Enterprise AI search module that delivers instant, cited answers from connected company data using federated search plus RAG and an enterprise context layer. Designed for mid-market organizations that need permission-aware, organizationally-grounded knowledge retrieval across Slack, docs, CRM, and other tools.
• Assist AI agent building module enabling non-technical teams to build and deploy in-context AI agents grounded in company knowledge, with human-in-the-loop approval controls and audit logging on every action. Built for organizations that want internal teams to own agent development rather than outsourcing it.
• Auto Workflow automation module for deterministic processes, supporting time- or event-triggered runs with escalation rules and outcome reporting. Automates full sequences (trigger, research, draft, review, send) without manual hand-offs.
• ollo Platform The unified agentic AI platform bundling Ask, Assist, and Auto with 60+ native integrations, federated search architecture, Contextual RAG capabilities, and co-build deployment methodology. Delivered as an annual subscription that includes deployment sprints, team training, and 4-5 hours of monthly embedded expert support.

Quantifiable outcome

• Reduce time spent searching for information by up to 60%
• +4 more outcomes

Named customers5 records

Segments6 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration18 records

AI capability8 records

Feature6 records

Partnerships

Three partnerships are on record, tiered core.

• Tech Nation / Founders Forum GroupcoreStrategic or Co-development PartnerCo-pioneered London AI Hub initiative with Askollo CEO Husayn Kassai, in partnership with Merantix. Tech Nation (now part of Founders Forum Group) is a key UK technology ecosystem partner.
• MerantixcoreStrategic or Co-development PartnerLeading European AI platform and AI Campus operator (Berlin). Co-founded London AI Hub initiative alongside Askollo CEO Husayn Kassai and Tech Nation/Founders Forum Group.
• TechspacecoreStrategic or Co-development PartnerLondon AI Hub is housed at Techspace Goswell Road. Strategic hosting and ecosystem partner for Askollo's UK headquarters and the AI Hub initiative.

Scale indicators8 records

Recent moves7 records

Expansion highlights6 records

Emerging players

• Beam AI: Beam AI builds autonomous AI agents for enterprise operations and back-office workflows. It targets similar workflow automation and agent-building use cases as ollo, though with a narrower initial vertical focus.
• Cognosys: Cognosys is an emerging AI agent platform focused on autonomous task execution across enterprise tools. It overlaps with ollo's Assist and Auto modules but with a more self-serve, developer-leaning audience.

Direct peers

• Glean Technologies: Glean is the most directly comparable enterprise AI search and agent platform, offering permission-aware search and assistants across workplace tools. It competes head-to-head with ollo's Ask and Assist modules for the same mid-market and enterprise buyer.
• Moveworks: Moveworks builds AI agents that resolve employee requests across IT, HR, and operations — overlapping directly with ollo's Assist agent module and workflow automation use cases inside mid-market and large enterprises.
• Guru: Guru delivers AI-powered knowledge management and enterprise search that surfaces verified answers inside Slack, browsers, and helpdesks. It directly overlaps with ollo's federated Ask search product.
• Coda: Coda combines docs, tables, and AI agents in a single workspace, competing with ollo's Assist and Auto capabilities for teams that want to build automations and agents without code.
• Sana Labs: Sana provides an AI learning and knowledge platform for enterprises and is explicitly named as a benchmark competitor in ollo's accuracy study (48.1%). Both target mid-market customers deploying AI for knowledge retrieval and capability building.

Broad incumbents

• Microsoft (Microsoft 365 Copilot): Microsoft bundles Copilot across Word, Excel, Teams, SharePoint and Outlook. It is a broad incumbent that overlaps with ollo's enterprise search and agent features but as part of a much larger productivity suite.
• Google (Gemini for Workspace): Google Gemini for Workspace provides AI search and assistant capabilities across Drive, Gmail, and Docs. It is a broad incumbent competitor and one of the named benchmarks in ollo's accuracy study.
• Slack AI (Salesforce): Slack AI delivers conversational search and summaries natively inside Slack, where many Askollo assistants also surface answers. It is bundled with Slack/ Salesforce contracts and competes for the same channel-of-work real estate.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/itsollo

Compliance3 records

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 ollo