Questions buyers and their teams ask before working with TERO
These answers explain the intended offer, its boundaries and the evidence currently available for review.
Where a capability or commitment is still being proven or contractually defined, the answer says so instead of presenting it as an achieved result.
Who is TERO for?
For banks, retailers and businesses embedding financial services. TERO works with technology leaders carrying a product mandate; the P&L owner gives the mandate and approves the outcome. The work is a defined product, journey or platform, not staff augmentation or unbounded core-platform replacement. The client and its regulated partners retain their legal and regulatory responsibilities.
How can a retailer launch an embedded credit proposition?
Start with a bounded credit proposition and customer journey, not a complete platform replacement. TERO combines the proposition, experience and required financial capability around the retailer's customers, economics and operating constraints. Components, integrations, regulated responsibilities and release scope are defined for each engagement; this does not mean every component is reusable or approved for every market.
How can a bank modernise a customer journey without replacing the core?
Start with a bounded customer journey, such as onboarding, servicing or another constrained experience, and integrate with the systems that remain in place. TERO changes the product layer and the capabilities required for that journey without making wholesale core replacement the price of progress. Applicability depends on the bank's architecture, controls and integration constraints; without replacing the core does not mean without integrating with or affecting core systems.
When does BaaS, internal build or consultancy fit better than TERO?
BaaS fits when a standard platform and its operating constraints match the proposition; internal build fits when the organisation has the domain capability, capacity and time to own delivery; consultancy fits a broad transformation needing extensive advisory or change support. TERO builds defined financial products and journeys with tailored delivery, financial-domain depth and a governed path for continued improvement. Fit depends on the work, not a claim that one route is universally faster, cheaper or better.
How can AI improve a live financial product while humans keep approval?
The TERO Brain and both loops are built and running on TERO's own factory today. The improvement loop connects operational signals to a named business outcome, proposes a bounded change and tests it; a named person on your side releases it. After release, the result is measured and the product context is updated for the next cycle. This is not uncontrolled autonomy or autonomous production-code rewriting; no client-proven loop is published yet.
How can onboarding, servicing or collections be improved safely?
Start with a bounded journey, a named customer or operating outcome, the systems it touches and the policy or risk constraints that cannot be crossed. TERO evaluates proposed changes against those objectives and guardrails before material actions receive human approval. Data, security, integration and regulatory controls are agreed for the client's environment; this is a design approach, not a blanket compliance, safety or performance guarantee.
How long does a first release take, what qualifies and what is excluded?
For a qualifying engagement, “first release in weeks” means a bounded product or journey that is live in production and adds value.
The clock starts when the scope is agreed and access and data readiness are confirmed.
Full platform or core replacement is excluded from this offer and must be scoped separately.
This is a forward offer for qualifying work, not a claim that every financial product has historically been delivered in weeks.
This definition is signed off by TERO's founders and engineering leadership.
How does TERO handle data, isolation, approvals, security, IP and exit?
Each client has bounded objectives, data access and decision rights, with humans approving material changes. You own the product, the code, the evals and the Brain, and you can leave at any time with all of it; register-of-information data, sub-processor chain and exit plan on request. Where required, TERO can develop on-premise, stand up a dedicated client environment and run improvement loops on local models; nothing is released without a person on your side, and client data, repositories, IP and business knowledge stay away from external or frontier models. Isolation, subprocessors, residency, security controls, reusable abstractions, licensing and exit terms are documented for the actual architecture and engagement, not presented as blanket operational guarantees.
Who is behind TERO and what have they built or operated?
TERO brings together founders, builders and operators with experience in consumer-credit and payment businesses, financial platforms, product engineering and financial operations. That operating history is provenance, not a client endorsement, transfer of regulatory status, or proof of future delivery speed or client-proven loop performance.
Does TERO deploy agents, and how many?
Built to run thousands of agents at once: building the product, serving your customers, improving it every week — under one set of rules and your people's release.
As many as each build needs, on components that already know banking.
We measure agent runs on our own factory and report them to clients; no public figure until it is measured.