Tracelight

What Tracelight does

Tracelight is a London-based software company founded in 2024 that has built an AI-powered Microsoft Excel add-in aimed at professional financial modelers in management consulting, investment banking, private equity, and asset management. The product lets users describe financial modeling tasks in plain English and then executes them directly inside an Excel workbook, generating formulas, conducting audits, applying firm-specific formatting, and producing reusable workflows. Underlying the user experience is a model-agnostic architecture that routes tasks to the best available large language model from providers including OpenAI, Anthropic, and Google, augmented by native image and PDF understanding, agent-style planning, and audit-grade transparency features such as Change Review and Precedent Tracing. A complementary web-based free audit tool and Spreadsheet Compare utility extend reach into prospective users without requiring an add-in install.

The company sells through a tiered SaaS subscription (Free Trial, Pro at $40 per month, Max at $200 per month) alongside a quote-based Enterprise tier that adds unlimited usage, single sign-on, an org-wide workflow library, white-glove onboarding, and dedicated support. Distribution runs through the Microsoft AppSource marketplace, direct enterprise sales, and a dedicated AI Deployment Team staffed by ex-consultants who handle onboarding and custom workflow design. Tracelight has achieved SOC 2 Type 2, ISO 27001, and GDPR compliance, and offers BYOK encryption and the option to connect customer-owned LLMs to satisfy enterprise data-handling requirements. The product is currently used by 7 of the 10 largest management consulting firms and is trusted by private equity funds and asset managers holding over $600B AUM, with reported customer outcomes including 75-90% time savings on M&A workflows and LBO scenario analyses compressed from roughly one hour to eight minutes.

Tracelight Ltd is a privately held company incorporated in England and Wales, operating from a single London headquarters in Hoxton with a 12-person team. The company raised a $3.6 million seed round in August 2025 led by Chalfen Ventures, with participation from Acequia Capital, Inovo.vc, and individual angels including Charlie Songhurst and an a16z scout. Founders Peter Fuller (CEO, previously engagement manager at McKinsey's QuantumBlack), Aleksander Misztal, and Janek Zimoch (CPO, Masters in Machine Learning from Cambridge, previously early engineer at 11x.ai) lead the company, which has no parent, subsidiaries, or acquisitions reported.

Name

Tracelight

Legal name

Tracelight Ltd

Website

https://tracelight.ai

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

1–10 employees

Short description

Tracelight is a London-based software company that sells an AI-powered Microsoft Excel add-in enabling financial analysts at consulting firms, investment banks, private equity funds, and asset managers to build, audit, and format financial models from natural-language prompts.

Ownership category

akta.pro rank

Product category

Financial Modeling Software

NAICS

Other Computer Related Services (541519), Computer Systems Design and Related Services (54151), Computer Training (611420)

SIC

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

akta.pro primary industry

IT Workflow Automation & Orchestration Platforms (HDAEALAF)

akta.pro secondary industries

Enterprise Work Management & Collaborative Workflow Platforms (HDAEAHAI), Enterprise Application Testing & QA Services (BPAEAGAI), Tools & Platforms Training (Jira, Azure DevOps, MS Project, Smartsheet, etc.) (EDABAHAH)

Keywords

• AI financial modeling
• Excel automation software
• Spreadsheet AI assistant
• Natural language modeling
• Financial modeling tools

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, Marketing or Sales, Operations, Infrastructure

Revenue model

1. SaaS Subscription (Tiers): Tiered subscription model with Free Trial, Pro ($40/month), Max ($200/month), and Enterprise tiers. Billing cadence is monthly or annual. Revenue comes from seat subscriptions with usage-based limits at each tier.
2. Enterprise Contracts: Custom enterprise pricing with unlimited usage, dedicated support, white-glove onboarding, org-wide workflow library, SSO, and centralized billing for large organizations.
3. Professional Services: AI Deployment Team provides on-site consulting, onboarding, custom workflow building, and training services to enterprise customers. Part of the dedicated partnership approach.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels6 records

Core offering

Tracelight is an AI-powered Microsoft Excel add-in that lets financial analysts describe modeling tasks in plain English and have them executed directly in the spreadsheet, including formula generation, error auditing, formatting, and workflow automation. The platform is sold as tiered SaaS subscriptions (Free Trial, Pro $40/month, Max $200/month, Enterprise custom) with an enterprise focus on consulting firms, investment banks, private equity funds, and asset managers. A free web-based Excel audit tool and a separate Spreadsheet Compare tool drive self-serve adoption without requiring add-in installation.

Product overview

Tracelight is a single unified product — an AI-powered Microsoft Excel add-in for financial modeling — delivered as a SaaS subscription with three named pricing tiers (Pro, Max, Enterprise). The core add-in provides chat-based AI that reads, builds, audits, and formats Excel models from natural language prompts. A modular feature set extends the core add-in: Workflows and Instructions (saved prompts and conventions for repeatable automation), Change Review and Precedent Tracing (transparency and audit tools), Style Guides (automated formatting consistency), Plan Mode (pre-build scoping), PDF Extraction with Citations (document data ingestion), Web Search (external data lookup), and Dashboard Generation (interactive web output). Standalone web-accessible tools — Spreadsheet Compare (model versioning) and the Free Excel Audit Tool — complement the add-in without requiring installation. Projects provides workspace-level context management across multiple files and documents.

Differentiator

Problem solved

Functional benefit

Products and services

• Tracelight Excel Add-In AI-powered Microsoft Excel add-in that provides a chat-based interface for building, reviewing, and auditing financial models directly within spreadsheets. Users describe desired operations in plain English and Tracelight executes them, generating formulas, checking errors, applying firm-specific formatting, and automating workflows for financial analysts at consulting firms, investment banks, PE funds, and asset managers.
• Free Excel Audit Tool Free web-based error detection tool that audits uploaded Excel files for formula errors, hardcoded overrides, logic errors, sensitivity and circularity issues, cross-sheet inconsistencies, and formatting problems. Available without add-in installation or credit card, targeted at financial professionals seeking to evaluate AI auditing before purchase.
• Spreadsheet Compare Model version comparison tool accessible via the Tracelight web platform that uploads before and after Excel versions and surfaces all changed cells, structural additions or deletions, and an AI-generated summary of headline differences. Used by analysts to track model revisions during deal or engagement workflows.

Named customers7 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature15 records

Partnerships

Five partnerships are on record, tiered core.

• OpenAIcoreTechnology or IntegrationLLM services provider. Data processing in US, Europe (EEA & Switzerland), Australia, Canada, Japan, India, Singapore, South Korea, UK, UAE. For EEA & Switzerland customers, OpenAI Ireland Ltd. is the data controller.
• AnthropiccoreTechnology or IntegrationLLM services provider. Data processing in US, Europe (EU/EEA), Asia (APAC), Australia. Default data storage in US unless otherwise agreed.
• Google LLCcoreTechnology or IntegrationLLM services provider. Processing in global Google-operated data centers including US, Canada, EU, UK, Australia, Japan, Singapore, and many more regions.
• Amazon Web ServicescoreTechnology or IntegrationCloud hosting, deployment, and database services. Regional configuration available for Enterprise customers in US, EU, UK, Singapore, Australia.
• MicrosoftcoreTechnology or IntegrationDistribution through Microsoft AppSource marketplace for Office Add-ins. Integration with Microsoft Excel as an official add-in.

Scale indicators11 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Promptloop: AI-powered spreadsheet tool that lets users generate formulas, scrape web data, and run research tasks directly inside Google Sheets and Excel. Closely comparable to Tracelight in target use case (AI inside spreadsheets for business analysts), though with broader vertical and horizontal reach rather than financial-modeling specialization.
• Formula Bot: AI add-in for Excel and Google Sheets that converts plain English into formulas, SQL, and VBA, with analytics and data-prep features. Direct competitor to Tracelight's Build-with-Language capability at the individual-professional price point.
• Numerous.ai: AI add-in for Google Sheets and Excel that generates formulas, categorizes data, and automates spreadsheet tasks via natural language. Direct comparable product offering for individual professionals adopting AI in spreadsheets.
• Equals: Collaborative financial spreadsheet platform purpose-built for finance and revenue teams with built-in reporting, versioning, and AI features. Closely comparable as a financial-modeling-first spreadsheet with AI built in.

Regional players

• Causal: Financial modeling and planning platform for scenario analysis, forecasting, and what-if modeling, with AI assistance. Targets similar finance and analyst personas but focused on planning and forecasting rather than ad-hoc Excel modeling.

Broad incumbents

• Microsoft Copilot for Excel: Microsoft's native AI assistant embedded directly in Excel that performs formula generation, data analysis, and natural-language queries. It is the most direct competitive threat because it ships in the same platform Tracelight runs on, with default distribution to every Microsoft 365 enterprise customer.

Emerging players

• Akkio: AI analytics platform that lets business users build predictive models and generate insights without code, with spreadsheet integrations. Comparable as an AI-augmented analytics tool aimed at business analysts in similar buyer segments.
• Sourcetable: AI-native spreadsheet that combines spreadsheet, database, and AI agent capabilities for analysis, data sync, and reporting. Comparable as an AI-first spreadsheet alternative rather than an Excel add-in, appealing to similar analyst personas.
• Arcwise: AI copilot for spreadsheets that understands spreadsheet context, performs data cleaning, formula generation, and analysis. Targets business and analytics users with similar Build-with-Language and error-checking features to Tracelight.
• Quadratic: AI-powered spreadsheet that supports Python, SQL, and formulas in a browser-based canvas with integrated AI assistance. Comparable as a next-generation, AI-native spreadsheet targeting analysts who would otherwise live in Excel.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/tracelightai

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds2 records

Investors5 records

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 Tracelight