Overview
News
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials

Funding and backers

Total raised
$14M
10 rounds on record
Latest round
Venture round
Jun 2026 · 3 mo ago
Team
51-200
employees, estimated range
Hiring now
5
open roles
The money's age
Fresh money
3 months since the last round · hiring slowed
Momentum
20/100
fresh money
Last sign of life
this month
a posting or a news item
The story so fareach stage dated by its source: the company's releases, the press, registers, filings
Jun 29 Raised a round Venture round May 20, 2025 Raised a round Venture round Jul 29, 2024 Raised a round Series A $14M Jul 24, 2024 Raised a round Venture round Jun 4, 2024 Partnership Aveni partners with intelliflo as a strategic AI partner · finextra.com Feb 1, 2024 Raised a round Venture round Jun 27, 2023 Raised a round Venture round Oct 25, 2022 Board appointment Fintech firm Aveni names finance veteran Colin Clark as chairman · edinburghnews.scotsman.com Apr 7, 2022 Raised a round Venture round May 4, 2021 Raised a round Venture round Apr 8, 2020 Raised a round Venture round Sep 3, 2019 Raised a round Venture round 2018 Founded
Tractionpublic signals, read monthly
Web presence
top 0.31%
of 133.2M domains by links, Common Crawl
Funding rounds
RoundDateAmountInvestorsSource
Venture round Jun 2026 — — find-and-update.company-information.service.gov.uk
Venture round May 2025 — — find-and-update.company-information.service.gov.uk
Series A Jul 2024 $14M — moneymarketing.co.uk
Venture round Jul 2024 — — find-and-update.company-information.service.gov.uk
Venture round Feb 2024 — — find-and-update.company-information.service.gov.uk
Venture round Jun 2023 — — find-and-update.company-information.service.gov.uk
Venture round Apr 2022 — — find-and-update.company-information.service.gov.uk
Venture round May 2021 — — find-and-update.company-information.service.gov.uk
Venture round Apr 2020 — — find-and-update.company-information.service.gov.uk
Venture round Sep 2019 — — find-and-update.company-information.service.gov.uk
Registers and programsofficial lists and records that name the company
Legal entity Introduction Aveni Limited its site
Registered 15 Jun 2018
Investors in similar startupsfunds that back the companies most like this one
Similar startupsby what they do, their industry and backers
TigeroboVenture round $100M · 8 yr ago • Founded 2017 • 201-500 employees
Tigerobo builds natural language processing products for financial research and content generation in Chinese. Founded in 2017 in Beijing…
DatasaurVenture round $4M · 3 yr ago • Founded 2019 • 11-50 employees
Datasaur builds a labelling and evaluation workbench for natural language and large language model projects. Founded in 2019 in Los Angeles…
AnswerAIVenture round · 21 mo ago • Founded 2023 • 11-50 employees
Answer Ai : Discover the power of chatbot for Shopify. Effortless integration, 24/7 customer engagement, and natural language processing…
MoznFounded 2017 • 51-200 employees • 17 roles
Mozn is an enterprise artificial intelligence company that specializes in risk management, financial crime prevention, and advanced natural…
Approximate LabsVenture round $5.4M · 3 yr ago • Founded 2022 • 11-50 employees
Independent research lab focused on reasoning efficiency, benchmarks, and compilers for large language models.
Misty RoboticsConvertible Note $33k · 6 yr ago • Founded 2017 • 51-200 employees
Misty II is a robotics platform tailored to educators, developers, researchers and students of all ages. Engage with cutting edge…

Visa sponsorship

  • United Kingdom · Licensed UK visa sponsor (Skilled Worker)

Visa details by country

Overview

Aveni builds natural language processing for financial services compliance and advice. Its models analyse adviser conversations for risk and quality. The company developed a domain specific large language model for the sector.

Tech stack

Technologies named in job postings at Aveni over the last 12 months, by layer, with the share of postings for each.
Technologies in use
45
Postings analysed
16
Stack modernity
90/100AI adopter
Languages
Node JS31%
JavaScript31%
Python25%
TypeScript25%
Frameworks & libraries
React.js25%
Nest.JS13%
LangGraph6%
NumPy6%
Databases
DynamoDB19%
Cloud & platforms
AWS38%
AWS Lambda25%
API Gateway13%
AWS Fargate13%
AI & ML
LLM44%
LoRA6%
PEFT6%
Sign in to see how your skills match this stack Sign In
Full Aveni tech stack 45 technologies · by team · pay by technology · changes · similar stacks

Growth

Hiring Momentum
81/100
Scaling fast
Open positions
5
4 opened / 6 closed in 30 days
Median time-to-fill
32 days
faster than 39% of the market
ATS activity
Every ~4 hours
Today
Hiring Dynamics +100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Backend
18% ▼
Product
18% ▲
Customer Success
18% ▲
AI/ML
12% ▼
Marketing
12% ▼
Leadership
6% ▼
Activity Timeline
+3 jobs in a week Oct 2026
Added GDPR to stack Sep 2026
Added Auth0 to stack Sep 2026
Added Machine Learning to stack Sep 2026
Added SLI/SLO/SLA to stack Sep 2026
Added Intercom to stack Sep 2026
Added Scrum to stack Sep 2026
Added Agile to stack Sep 2026
Added LinkedIn to stack Sep 2026
Added HubSpot to stack Sep 2026

Offices

Where the company hires and what each office is for
Cities
1
Hiring now
0
Countries
1
Edinburgh United Kingdom
HQ
50-200 est. staff
58 Morrison Street, Edinburgh, Lothian, EH3 8BP, UK
company site

Jobs

≈ $94k – $177k per year (Estimated) • Equity • Remote (United Kingdom) • Full-Time
JavaScript
TypeScript
Node JS
Nest.JS
Databases
DynamoDB
AI/ML
LangGraph
LangChain
Prompt Engineering
AI Agents
Langfuse
LLM
RAG
Agentic Workflows
Frontend
React.js
DevOps
CI/CD
AWS
AWS Fargate
AWS Lambda
Amazon ECS
API Gateway
Apply
≈ $97k – $183k per year (Estimated) • Equity • Remote (United Kingdom) • Full-Time • Master's Degree
Python
LoRA
vLLM
Fine-tuning
SciPy
AI Agents
NLP
PEFT
Transformers
TensorFlow
Pandas
NumPy
PyTorch
LLM
Mixture of Experts
NVIDIA NeMo
Multi-Agent Systems
Machine Learning
DevOps
CI/CD
Git
AWS
Docker
Kubernetes
Apply
≈ $86k – $163k per year (Estimated) • Equity • Remote (United Kingdom) • Full-Time • PhD
Python
JavaScript
TypeScript
Node JS
DynamoDB
AI/ML
AI Agents
LLM Guardrails
DevOps
Terraform
AWS
Platform Engineering
AWS Lambda
Amazon S3
Amazon EventBridge
Apply
≈ $92k – $183k per year (Estimated) • Equity • Remote (United Kingdom) • Full-Time • 10+ years exp • PhD
Python
JavaScript
TypeScript
Node JS
Prompt Engineering
AI Agents
LLM
RAG
Frontend
React.js
DevOps
AWS
AWS Lambda
Apply
≈ $86k – $163k per year (Estimated) • Equity • Remote (United Kingdom) • Full-Time • PhD
JavaScript
TypeScript
Node JS
Nest.JS
Databases
DynamoDB
AI/ML
Claude Code
AI Agents
LLM
Frontend
React.js
DevOps
AWS
AWS Fargate
AWS Lambda
Amazon ECS
API Gateway
Apply

Financials

Total raised
$14M
Latest round
Venture - Series Unknown
Funding rounds
10
Funding rounds
Round Announced Amount
Venture - Series Unknown 2026 — Details
Venture - Series Unknown 2025 — Details
Series A 2024 $14M Details
Venture - Series Unknown 2024 — Details
Venture - Series Unknown 2024 — Details
Venture - Series Unknown 2023 — Details
Venture - Series Unknown 2022 — Details
Venture - Series Unknown 2021 — Details
Venture - Series Unknown 2020 — Details
Venture - Series Unknown 2019 — Details