Build or reinvent mission-critical financial platforms and products. Engineered for self-improvement.

For banks, retailers and businesses embedding financial services. TERO combines AI-native delivery with years of accumulated financial-services context, engineering patterns and operating knowledge to create production-grade platforms and products tailored to your business. Get a first release in weeks, with TERO Brain learning from live operations and powering continuous, governed improvement.

Talk to usAbout what you want to launch or improve.See how TERO works

Start with the new product or system that needs a different trajectory.

Launch something new or reinvent a live product: from focused customer journeys to complete financial platforms.

Where we have deep expertise

These are examples of the ground we know, not a limit on what we can create.

Payments & accounts

Payment gateways and orchestration, Checkout and acceptance, Mobile wallets and tokenised payments, Accounts, ledgers and money movement, Billing and servicing.

Expanded examples

  • Digital and physical checkout.
  • Payment switching, clearing and reconciliation.
  • Authorisations, refunds, disputes and chargebacks.
  • Account management and transaction histories.
  • Direct debit and recurring payments.
  • Merchant and payment operations.

Designed to help create smoother payment experiences, improve acceptance, simplify operations and support resilient growth at scale.

Credit & cards

Credit cards, debit cards and co-branded cards, Embedded instalments and BNPL journeys, Lending and credit lines, Origination, onboarding and decisioning, Collections and recoveries.

Expanded examples

  • Card issuing and processing journeys.
  • Credit limits and pricing.
  • Underwriting, affordability and eligibility.
  • Statements, repayments and billing plans.
  • Portfolio management and analytics.
  • Secured, revolving and instalment-credit propositions.

Designed to help launch differentiated propositions, improve customer control and transparency, grow responsible revenue and reduce the cost of serving credit products.

Loyalty, marketplaces & growth

Rewards and loyalty platforms, In-app and partner marketplaces, Offers, promotions and campaigns, Membership and engagement, Payments- and credit-linked rewards.

Expanded examples

  • Earn, redemption and reward wallets.
  • Merchant-funded promotions.
  • Personalised campaigns and next-best actions.
  • Partner onboarding and catalogue management.
  • CRM, contactability and customer communications.
  • Acquisition, activation and retention journeys.

Designed to help create richer customer relationships, open new revenue opportunities and make loyalty and campaign economics easier to operate and improve.

Operations, risk & intelligence

Customer-service and case-management platforms, Live operations and control centres, Fraud, risk and compliance workflows, User, access and incident management, Operational and portfolio intelligence.

Expanded examples

  • Complaints and vulnerable-customer journeys.
  • Security monitoring and operational alerts.
  • Identity, verification and authentication.
  • Workflow automation and exception handling.
  • Reporting, controls and audit trails.
  • Service performance and operational analytics.

Designed to help teams run complex financial operations with greater visibility, stronger control, lower cost to serve and faster intervention when performance changes.

Agentic AI & self-improvement

AI-native products and workflows, Dedicated TERO Brain instances, Agentic operations and decision support, Evaluation and simulation environments, Governed self-improvement loops.

Expanded examples

  • Product and operational agents.
  • Context engineering and persistent operational memory.
  • Traces, telemetry and outcome instrumentation.
  • Candidate generation for code, journeys, rules and workflows.
  • Automated evals, sandboxing, replay and shadow testing.
  • Human-in-the-loop approval and controlled promotion.

Designed to turn live operational evidence into a durable capability for discovering, testing and releasing better versions of the product or platform.

From distinctive experiences to the infrastructure beneath them

Launch something new, reinvent an existing proposition or modernise the platform and operations that make it work. TERO can deliver the layer that matters, or connect the whole system.

Product experiencesPlatforms & operationsCloud & infrastructureOne client-specific product
  1. Product experiences

    Distinctive omnichannel experiences across mobile, web and physical touchpoints: from discovery and onboarding through everyday use, service and support. Product strategy, design and engineering work together so the proposition feels coherent to the customer, not assembled from disconnected components.

  2. Platforms & operations

    The backend platforms and operating capabilities that run the proposition: accounts, payments, cards, credit, decisioning, billing, servicing, live operations, users, controls, security and incidents. Built around the client's business, operating model and customer promise.

  3. Cloud & infrastructure

    Modern cloud-native services engineered for resilience, scale, maintainability and efficient operation. TERO can create or modernise highly optimised cloud environments and delivery foundations, including AWS where appropriate, without forcing unnecessary replacement of the layers that already work.

A system designed to create its next, better version

TERO builds the intelligence for continuous evolution into every platform and product. Each system is instrumented to generate the traces, telemetry and outcome signals its AI agents need to improve it. Agents turn that evidence into candidate changes; evals, sandboxes and human approval determine what reaches production; measured results become the context for the next cycle.

  • Your business KPI

    Powered by TERO Brain

    Persistent product context, operational memory, decisions, experiments and learning.

  1. Observe reality

    Traces, telemetry, operational events and business outcomes make current performance legible.

  2. Create the next version

    TERO Brain and AI agents diagnose opportunities and generate candidate changes to code, journeys, rules, workflows or operations.

  3. Test it safely

    Evals, simulation, historical replay, sandboxing and shadow testing build evidence. Named people approve changes according to risk and responsibility.

  4. Release & learn

    Approved changes move through controlled delivery paths. Their measured effect is written back into TERO Brain and becomes evidence for the next cycle.

Observe reality → Create the next version → Test it safely → Release & learn

Security, data and deployment

Your systems, your data, your boundary.

TERO is built to operate inside the security and control requirements of financial institutions. When the work demands it, TERO can develop on-premise, stand up a dedicated client environment for development and runtime, and run improvement loops on local models—so client data, repositories, IP and business knowledge are not shared with external or frontier models. Each client's context stays partitioned: what TERO Brain learns about your business remains yours, and cross-client learning never means cross-client leakage. Deployment and model choices adapt to your security, data-residency and control requirements.

  • Where the work runs

    On your premises, in a dedicated client environment, or in TERO's environment. The deployment model follows your requirements.

  • Which models do the work

    Improvement loops can run on local models where required. Model choice is an architecture decision made against your data, residency and control constraints.

  • What stays yours

    Your product, your code, your operating data and the intelligence accumulated about your business. Client-specific context remains partitioned by design.

How this works in practice

The team

A proven fintech team of founders, builders and operators.

We have built companies, launched and operated financial products and platforms serving millions of customers across multiple markets, and taken propositions from idea to market validation, scale and exit.

TERO brings together startup founders and senior operators from fintech and international banking. We designed novel product propositions, built the technology behind them, launched them into market and ran the large-scale financial operations that support them.

Many of the people building TERO have worked together through these stages before. Product, engineering, payments, credit, operations, cloud and partnerships come together as one experienced team.

Start fast. Build the capability to keep improving.

Put an experienced AI system to work on the financial platform, product or operation that matters now, and give your organisation a governed path from live performance to its next, better version.

Talk to usAbout what you want to launch or improve.