General AI assistants
- Answer one question at a time
- Generic knowledge from the internet
- Results copied and pasted by hand
- No link to your systems or rules
The architecture of intelligent organizations.
We design, build and run AI systems for organizations where accuracy matters, from a single tool to an enterprise platform.
Advise · Build · Integrate
Who we are
Built by scientists and engineers
Archonic is a specialist AI and technology consultancy. Named after the archons who led ancient Athens, we help organizations lead in AI, not follow.
Education
Imperial College London
King’s College London
Degrees from two of the world’s leading universities for technology and medicine.
$1trillion+
Trusted with serious capital. More than 1 trillion dollars in assets under management across the organizations we have worked with.
Disciplines
Computational and biomedical science, biochemistry, biotechnology, public health, medical technology and engineering.
Compliance
Over five years in legal, marketing and technology compliance.
Track record
AI agents and platforms delivered in finance, legal, private equity and energy.
An international team
Nigerian-Scottish, Tunisian, Chinese-Malaysian, Algerian-Irish and Russian-Ukrainian backgrounds. More than seven languages between us.
Our base
United Kingdom
We work from London, our network hub and where we work with clients and partners. The team studied at Imperial College London and King’s College London.
- United Kingdom · Our base
- Ireland · Where we work
- European Union · Where we deliver
- Algeria · Where we’re from
- Tunisia · Where we’re from
- Bulgaria · Where we work
- Ukraine · Where we’re from
- Nigeria · Where we’re from
- South Africa · Where we work
- Malaysia · Where we’re from
Agentic AI
AI that does the work, not just the talking
Agentic systems complete multi-step work end to end. They read your documents, act inside your tools, check their own output and hand decisions to people.
- Completes whole tasks, end to end
- Works from your own data and documents
- Acts directly inside your tools
- Follows your rules, logs every step, escalates what matters
How we find the right place for AI
An evidence-led assessment, not a guess.
- 01
Map the work
We map how the work is actually done, step by step, with the people who do it.
- 02
Find the opportunities
We isolate the repetitive, rules-based, time-consuming steps.
- 03
Weigh value against risk
Each candidate is scored on time saved, data readiness and risk.
- 04
Start where it counts
We start with the highest-value, lowest-risk step and expand with people in control.
What we can do
From simple tools to full platforms
Start with one tool and grow into a platform, with the same team throughout.
01
Everyday AI tools
Quick wins that save hours every week.
- Transcription and meeting minutes in multiple languages
- Document summarisation and drafting
- Translation and localisation
- Smart search across documents and archives
- Digitisation of paper records (OCR)
02
Intelligent automation and AI agents
Software that carries out multi-step work, with people in control.
- Document review and compliance checks
- Casework and enquiry triage
- Tender and procurement document analysis
- Automated reporting
- Assistants built on an organization’s own knowledge
03
Data platforms and predictive models
Turning large, complex datasets into decisions.
- Financial analysis, risk and reporting
- Environmental monitoring and sustainability reporting
- Energy and subsurface data analysis
- Forecasting and optimisation
- Dashboards for leadership and oversight
04
Enterprise platforms and transformation
End-to-end systems that become part of how an organization runs.
- Organizational memory platforms
- Case and workflow management platforms
- Integration with existing and legacy systems
- Secure, scalable cloud deployment
- Long-term support and continuous improvement
05
DevOps and MLOps
The engineering that keeps AI in production: shipped safely, observable, secure and cost-controlled.
- CI/CD pipelines and automated testing
- Infrastructure as code (Terraform)
- Cloud environments on AWS, Azure and GCP
- Containers and Kubernetes
- MLOps and LLMOps
- Observability, alerting and cost control
- Security built into the pipeline (DevSecOps)
Selected work · last 6–12 months
What we have built
Systems our team designed and built in the last 6–12 months, described at concept level.
Knowledge
Digital memory system
A platform that works like human memory: it holds on to what matters and lets outdated information fade, so its answers stay accurate over time.
Legal
Legal case management platform
A platform that keeps cases, documents and deadlines in one place.
Private equity
Machine learning for private equity
Our experts build machine learning models that predict the best matches between limited partners and general partners, working with firms managing billions.
Energy
Subsurface exploration for natural resources
Underground mapping and data processing, with machine learning models built by our experts that predict the most promising spots to search for natural resources.
Sectors
Where we can help
Where accuracy, accountability and data security matter most: the public sector and the industries driving Europe’s digital and green transitions.
Public administration
Digitising records and services, triaging citizen enquiries, and helping teams handle casework faster with clear audit trails.
- Digitisation of paper archives and registers
- Triage and routing of citizen enquiries
- Tender and procurement document review
Finance
Analysis, risk and reporting automation, and investment and fundraising workflows, built so every output can be traced.
- Risk and compliance reporting automation
- Investor and deal matching models
- Document and contract analysis
Energy and natural resources
Subsurface exploration for natural resources through underground mapping and data processing.
- Subsurface mapping and resource prediction
- Processing of seismic and geological data
- Asset and operations analytics
Environment, climate and agriculture
Environmental monitoring, energy efficiency, agricultural decision support, and automated sustainability and MRV reporting.
- Energy-efficiency analytics for buildings
- Irrigation and yield prediction
- Sustainability and MRV reporting
Legal and compliance
Case management, document review, due diligence and compliance monitoring.
- Case and deadline management
- Contract review and due diligence
- Regulatory compliance monitoring
Health and education
Knowledge platforms for clinical and research teams, and adaptive learning that tracks each student’s progress.
- Clinical transcription and summaries
- Knowledge platforms with digital memory
- Adaptive learning and progress tracking
Working together
How we work
Start small with a fixed-scope diagnostic, then build, integrate and run.
- 01
Diagnostic
A short, fixed-scope assessment of where AI fits and what it would take.
- 02
Build
We design and build the system around existing data and processes.
- 03
Integrate
We connect it to the tools teams already use and bring people on board.
- 04
Run and improve
We operate, monitor and improve it after launch, with DevOps and MLOps that keep it reliable.
How we partner
- Technology partner
- Joining a consortium as the partner responsible for AI and digital components.
- Implementation
- Designing, building and deploying the systems a project commits to deliver.
- Proposal support
- Technical design and scoping of the technology work packages.
- Joint ventures
- Co-creating new AI products with sector experts, sharing the upside.
Our principles
- We do things the right way
- Careful, well-documented work that follows the rules and is built to last.
- Here to help people, not replace them
- AI that takes on repetitive work, so people can focus on what matters.
- Honest and transparent
- Clear about what AI can and cannot do, and how every result is reached.
- Built around you
- We fit your organization and its systems, not the other way round.