Partners & Ecosystem

Structural, not opportunistic. The partner ecosystem is how we shorten the path to market for regulated institutions.

Our Philosophy

Partnership as a discipline, not a tactic

We treat partnership as a first-class commercial discipline. Every relationship is structured around a clear role, a clear contribution, and a clear measure of value.

Five dimensions matter. Each dimension does a different job, addresses a different audience, and is governed by a different set of expectations. Together, they form an ecosystem that shortens procurement cycles, strengthens regulatory credibility, and earns the platform its language before we walk into the room.

We are deliberately small in the number of partners we engage. We are deliberately exacting in what we expect of them and ourselves.

The Five Dimensions

Each dimension does a distinct job in shortening the path from category-creation to commercial outcome

1

Commercial

Channel · Delivery · Co-Sell · Alliance

Partners that put the platform in front of buyers we cannot reach economically, and that absorb delivery capacity we are not yet ready to staff. We engage at alliance level for tier-1 access, and at channel level for sector reach in regulated fintech and priority sovereign markets.

Alliance

Tier-1 access into the largest regulated banks, with single-module entry as the agreed motion

Channel

Brand-wrap access into the regulated fintech base and the planned MENA programme

Delivery

Implementation capacity for clients whose programme cadence outruns our staffing curve

Co-Sell

Joint pursuit of opportunities where partner relationships and platform capability compound

2

Regulatory

Relationships, Not Products

We are not sold to regulators. But regulators are the audience for the evidence our clients produce on the platform, and they need to recognise the methodology. Engagement at the right level of seniority shortens procurement cycles materially — a Chief Risk Officer who can say "the supervisor has seen this approach before" closes faster.

Methodology recognition

Engagement on model risk standards, operational resilience expectations, and capital adequacy frameworks

Jurisdictional credibility

Active engagement across UK, European, MENA and South-East Asian regulatory authorities

Standards alignment

Mapping platform outputs to the evidence trail supervisors expect to follow

Direct-to-regulator instance

Where it occurs, this is a separate commercial relationship, governed by its own instance of the platform

3

Industry Bodies

Where Category Creation Happens

Speaking slots, working groups, and methodology consultations. This is how the platform earns its language — risk appetite, integrated solvency, conduct as capital — into the lexicon a buyer recognises before we walk into the room.

Banking

Trade associations covering capital markets, derivatives risk methodology, and prudential standards

Insurance

Actuarial, market-association and underwriting forums for the insurtech wedge

Sovereign & asset management

Engagement with sovereign-fund and risk-professional bodies on multi-asset, multi-geography risk practice

Critical infrastructure

Energy, utilities, and national-resilience forums on operational resilience and incident standards

4

Anchor Institutions

Design Partners & Reference Clients

A small, deliberate cohort of regulated institutions that agree to be design partners — accepting first-of-kind delivery in exchange for shaping the product and committing to a lighthouse reference. We choose anchor partners for what they unlock, not just what they pay.

Banking

Anchor positions across tier-1 and challenger banks for full-stack and single-module entry

Insurance

Reference engagements covering Solvency II internal-model and operational-resilience programmes

Sovereign wealth

Multi-asset, multi-geography sovereign anchors where the no-data-egress guarantee is load-bearing

What we offer

Co-design rights, preferential pricing on the saturation ladder, and a seat at the methodology table

5

Academic

Methodology · Talent · IP

Independent academic review adds credibility that no vendor can generate on its own. We invest in research relationships with leading universities to validate methodology, recruit specialist talent, and develop intellectual property that strengthens the platform's methodology moat.

Methodology validation

Independent review of our risk, RCSA and integrated-solvency frameworks by recognised research institutions

Joint research

Programmes covering Bayesian operational risk, quantum-risk methods, and sovereign-AI governance

Talent pipeline

Doctoral and post-doctoral researchers feeding directly into our applied research function

Methodology IP

Intellectual property arising from collaborative programmes is held within the group and strengthens the methodology moat

Researcher Pathways

For Master's, doctoral and postdoctoral researchers

We attract aligned researchers because the work is real, the data is industrial-scale, and the questions cross traditional disciplinary boundaries. Our candidates engage with regulator-grade methodology, draw on live regulated programmes for problem statements, and contribute to intellectual property that does not stay on a shelf. Pathways are designed to convert into permanent team roles where the fit is right on both sides.

Research themes
Indicative areas of focus

This is an indicative list, not an exhaustive one. We welcome enquiries beyond these themes where the methodology fit is strong.

Applied AI research

Operationalising machine learning, agentic systems, and inference techniques for regulator-defensible analytics.

Small language model applications

Domain-tuned SLMs for risk language, evidence summarisation, and on-device deployment under sovereign constraints.

Cyber security & threat analysis

Operational-resilience risk, threat modelling, attack-surface quantification, and supply-chain risk for regulated firms.

Quantitative & financial risk management

Credit, market, and operational risk modelling; integrated capital and solvency; stress testing and integrated assurance.

Actuarial science

Solvency II and IFRS 17 capital and reserving, climate and longevity scenario modelling, and underwriting analytics.

Risk governance & ethics

Three-lines-of-defence design, conduct as capital, board-level risk reporting, and the ethical frame for AI-augmented decisions.

Responsible AI

Explainability, fairness, model risk management under SR 11-7 and SS1/21, audit trails, and sovereign-AI governance.

System dynamics, game theory & network analysis

Interconnection and contagion modelling, behavioural feedback in operational risk, and strategic-interaction analysis for resilience.

Optimisation & optimal control

Capital allocation under constraint, dynamic reserve and liquidity management, and risk-appetite cascade design.

Master's projects & internships

Sponsored dissertation projects on live methodology problems, supervised jointly by your faculty and our applied research team.

  • Sponsored research topics with industrial datasets
  • Stipend-supported summer internships
  • Open across all themes above, scoped to a Master's timeline
  • Direct route into graduate-track recruitment
Doctoral candidates

Co-supervised PhD positions and industrial CASE-style funding aligned with the research themes above and chosen for cross-disciplinary potential.

  • Co-supervision with leading research institutions
  • Access to industrial-scale, regulator-grade problems
  • Theses across any of the themes above, with co-funding routes for high-fit programmes
  • Conference and journal publication rights
Postdoctoral fellows

Multi-year fellowships embedded with our applied research function, scoped across any of the research themes above with a deliberate conversion path into senior roles.

  • Embedded with the applied research function
  • Authorship on platform methodology releases
  • Multi-year programmes scoped across one or more themes above
  • Designed to convert into permanent roles
What we look for
What we offer in return
Rigorous quantitative training in statistics, machine learning, mathematical finance, or operations research
Real problems, real datasets, real regulatory consequence
Comfort working on problems where the standard of proof is regulator-defensibility, not novelty alone
Joint authorship and publication rights
An interest in industrial impact and the patience to take a methodology from paper to production
A deliberate, named conversion path into permanent platform and methodology roles
Partner Economics

A documented framework, not a handshake

Every commercial partnership is governed by the same three-part framework. There is no ambiguity about what the partner brings, what the partner takes, or how the margin is shared.

01

What the partner gives

  • Access to buyers we cannot economically reach alone
  • Delivery capacity at the cadence the client expects
  • Brand and trust capital in the relevant geography
02

What the partner gets

  • A platform their clients will keep paying for
  • Annuity-style margin, not a one-time referral fee
  • Co-marketing and joint methodology authorship
03

How the margin is split

  • Tiered economics aligned to the saturation pricing model
  • Margin that rewards expansion, not just initial entry
  • Documented terms reviewed annually with the partner

Engage with us

Three routes, each addressed to a different kind of relationship. Pick the one that matches yours.

Become a commercial partner

For alliances, channel partners, and delivery firms with reach into regulated banks, insurers, sovereign funds, or critical infrastructure operators.

Start the conversation

Academic collaboration & researchers

For research groups, faculty, and aligned Master's, doctoral and postdoctoral candidates in operational risk, Bayesian methods, quantum risk, sovereign-AI governance, and the broader risk-methodology field.

Open a research dialogue

Industry & standards engagement

For trade associations, standards bodies, working groups, and conference programmes covering risk, capital, conduct, and operational resilience.

Invite us in

Not sure which route fits? Contact us and we will route the conversation.