We turn AI ambitioninto shipped systems.
Axivance is a consultancy for teams who need working AI and ML in production, not another slide deck. Strategy, models, and infrastructure, built by people who ship.
What we do
Full-lifecycle AI and ML work: the strategy that decides what to build, and the engineering that gets it running in your stack.
AI strategy & roadmapping
We assess where AI genuinely creates value in your business, size the opportunity, and sequence a roadmap your team can actually execute.
Custom ML model development
Forecasting, classification, recommendation, and computer vision models built on your data, evaluated against your business metrics, not just accuracy scores.
LLM & generative AI integration
Retrieval-augmented systems, agents, and copilots built on top of your documents and workflows, with evaluation and guardrails included from day one.
MLOps & infrastructure
Training pipelines, deployment, monitoring, and versioning, so models keep working after launch instead of quietly decaying.
Data engineering & pipelines
Clean, reliable data pipelines that feed your models and your dashboards from the same trusted source.
Team augmentation & training
Embedded ML engineers who work inside your team, plus hands-on training so the capability stays with you after we leave.
Built by people who've shipped this before
Axivance was founded to close the gap between AI strategy decks and AI that actually runs in production. We're a small team of ML engineers and applied researchers who've built and deployed systems across healthcare, finance, retail, and manufacturing.
We work as an extension of your team, not a black box. Every engagement ends with something running in your environment, owned by your people, and documented well enough that it keeps working after we're gone.
Discover
We audit your data, systems, and goals to find where AI will actually move the needle.
Design
We scope a solution and a roadmap, with clear success metrics agreed upfront.
Build
We build and test the system in short, visible iterations, with your team in the loop.
Scale
We deploy, monitor, and hand over, so the system keeps improving after launch.
Packages
Fixed-scope engagements for teams getting started, or ongoing partnership for teams scaling AI across the business. Every package starts with a scoping call.
Strategy Sprint
A focused, two-week assessment for teams deciding what to build.
- AI opportunity assessment
- Data & infrastructure audit
- Prioritized roadmap
- Executive readout
Build & Deploy
An embedded team that takes one system from prototype to production.
- Everything in Strategy Sprint
- Custom model or LLM system build
- MLOps & deployment pipeline
- 4 weeks of post-launch support
Ongoing Partnership
A dedicated ML engineer embedded in your team on a rolling monthly retainer.
- Dedicated senior ML engineer
- Continuous model monitoring
- Quarterly roadmap review
- Priority response times
Prices are indicative starting points. Every engagement is scoped to the work involved after an initial call.
Tell us what you're building
Share a few details and we'll set up a scoping call within two business days.
- hello@axivance.net
- Office
- London, United Kingdom