3-2-1 LAUNCH LTD

What 3-2-1 LAUNCH LTD does

3-2-1 Launch Ltd is a London-based, founder-operated consultancy that designs and delivers fixed-price AI workflow systems for established small and medium enterprises (SMEs) in regulated, operationally complex industries. The company sells three engagement tiers — an AI Workflow Build (from £8,500, delivered in 10 working days), an AI Product Sprint (from £20,000, delivered in 4 weeks) and a Complex Build (fixed scope after discovery, for multi-system or regulated work) — plus a dedicated Finance AI module targeting close and reporting automation, revenue recognition controls, contract accounting intelligence and live finance insight. Payment is structured as 50% on engagement start and 50% on acceptance against pre-agreed acceptance checks.

The underlying technology is AI workflow automation built on retrieval-augmented generation (RAG) and LangChain-based agentic patterns, integrating client documents, emails and spreadsheets with existing ERP, CRM, POS and operational systems. The firm layers proprietary architectural patterns on top of third-party foundation models from OpenAI, Microsoft Azure AI, AWS Bedrock and Anthropic, including source-linked commentary, deterministic calculation controls for finance, and fail-closed controls that require human approval before outputs are acted upon.

Commercial operations are deliberately lean: the business is run by a single senior builder ("Chris") with 25 years of software delivery experience, and the sales motion is direct and consultative — prospects submit one anonymised example of repeated work via the website or direct email and receive a personal response with proposed inputs, outputs, acceptance checks, fixed price and delivery date. No free pilots or paid discovery phases are offered, no external funding has been disclosed, and distribution is entirely founder-led with website case studies and direct email as the principal channels.

Name

3-2-1 LAUNCH LTD

Legal name

3-2-1 Launch Ltd

Website

https://3-2-1.io

Company type

Private

Founded year

2023

Operating status

Operating

Short description

3-2-1 Launch Ltd is a London-based, founder-operated consultancy that builds fixed-price AI workflow systems — including a dedicated Finance AI module — for established SMEs in regulated, operationally complex industries.

Ownership category

akta.pro rank

Product category

AI Workflow Automation Services

NAICS

Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151), Computer Systems Design and Related Services (5415)

SIC

Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

akta.pro secondary industries

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF), Workflow Automation for IT & Ops (Runbooks, Job Scheduling) (HDAEAHAH)

Keywords

• AI workflow automation
• Custom AI systems
• AI consultancy services
• Document intelligence solutions
• LLM integration services

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. AI Workflow Build: Fixed-price project delivery for single high-value manual workflows rebuilt as secure, working AI systems. Includes source document/email/spreadsheet connection, traceable outputs, deployment, testing, runbook and team handover. Priced from £8,500 with 50% upfront, 50% on acceptance.
2. AI Product Sprint: Broader product or several connected workflows built and deployed end-to-end over 4 weeks. Includes working application, production architecture, integrations, permissions, audit trail, evaluation suite, monitoring, source code and documentation. Priced from £20,000.
3. Complex Build: Fixed-scope engagements for multi-system or regulated work. Includes legacy and third-party system integration, security, compliance and data controls. Milestone pricing with explicit acceptance checks. No open-ended transformation programmes.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels3 records

Core offering

3-2-1 Launch Ltd delivers fixed-price AI workflow automation systems that ingest documents, emails, and spreadsheets to produce source-linked, approval-ready outputs for established SMEs. Engagements range from a single workflow rebuild in 10 working days to broader product builds in 4 weeks, with complex multi-system regulated work delivered as scoped builds. The firm also delivers specialised Finance AI systems that maintain deterministic calculations while generating cited commentary and exception queues for finance reviewers.

Product overview

3-2-1 Launch is a single-builder AI consultancy delivering fixed-price AI systems for established SMEs. The product portfolio consists of three core fixed-price engagement types — AI Workflow Build (single workflow, from £8,500 in 10 days), AI Product Sprint (broader product or connected workflows, from £20,000 in 4 weeks), and Complex Build (multi-system regulated work, fixed scope after discovery) — supplemented by Finance AI, an application module targeting repeated finance processes including close automation, revenue recognition controls, and contract accounting intelligence. All builds deliver source-linked, approval-ready outputs with deterministic calculations and human oversight retained.

Differentiator

Problem solved

Functional benefit

Products and services

• AI Workflow Build

Quantifiable outcome

• £44M+ revenue impact generated for clients
• +2 more outcomes

Named customers6 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability11 records

Feature7 records

Partnerships

Four partnerships are on record, tiered core.

• OpenAIcoreTechnology or IntegrationPrimary LLM provider for GPT models and language processing capabilities. Used as the foundation model layer for client AI solutions. Data processed under OpenAI's strict data policies with SOC 2 compliant infrastructure.
• Microsoft Azure AIcoreTechnology or IntegrationEnterprise AI services platform providing Azure AI Foundry solutions. Primary infrastructure and AI services layer for enterprise-grade deployments. Provides secure, compliant cloud infrastructure for client solutions.
• AWS BedrockcoreTechnology or IntegrationAmazon Web Services Bedrock providing foundation model access. Additional model provider for diversified AI capabilities across client deployments.
• AnthropiccoreTechnology or IntegrationClaude AI capabilities provider. Additional LLM option for client solutions requiring Anthropic's constitutional AI approach.

Scale indicators4 records

Recent moves3 records

Expansion highlights5 records

Direct peers

• Toptal: Marketplace for vetted freelance engineering talent including fractional CTOs. Comparable service model of on-demand senior technical builders with fixed-scope engagements and direct client relationships.
• Andela: Technical talent marketplace providing vetted engineers and CTOs to enterprises. Comparable fractional senior-tech-talent offering, though typically delivered through distributed teams rather than solo operator model.
• Ushur: AI workflow automation platform purpose-built for regulated industries, with particular depth in insurance and financial services. Comparable to 3-2-1 Launch's regulated-vertical focus and Lloyd's/insurance customer base, though delivered as a packaged product.
• Kognitos: AI workflow automation platform that builds agentic process automations using LLMs for back-office operations. Directly comparable in workflow automation focus and SME/enterprise target customers, though delivered as software rather than fixed-price services.
• Faculty: London-based applied AI consultancy delivering custom AI solutions to regulated enterprises. Comparable UK location, vertical depth in insurance/government/financial services, and bespoke AI delivery model.

Broad incumbents

• Cognizant: Global IT services firm with a large AI and intelligent automation practice. Competes for the same enterprise AI workflow modernisation budgets across regulated verticals, with a much broader portfolio and global delivery model.
• Slalom: Mid-size global consultancy with deep AI and modern engineering delivery practice. Comparable SME and mid-market AI workflow engagements, with broader geographic and capability footprint.
• Accenture: Largest global IT services firm with deep AI consulting and applied-AI delivery capabilities. Competes for enterprise AI workflow modernisation work across insurance, government, energy and financial services verticals.
• DataRobot: Enterprise AI platform vendor with a professional services arm that delivers AI workflow automation projects. Competes for the same AI-driven business process automation budgets, though typically delivered as a platform-plus-services model rather than pure custom builds.
• Thoughtworks: Global technology consultancy with a strong AI/ML delivery practice serving regulated industries with custom software builds. Comparable in regulated-vertical delivery capability but at vastly larger scale and broader service portfolio.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/3-2-1

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&A

Investments

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

Frequently asked questions about 3-2-1 LAUNCH LTD