01
Financial events need a clear record
Define the transaction lifecycle, retries, reversals and reconciliation before implementing the interface. Duplicated or delayed events need an explicit handling policy.
Industries — Fintech
Fintech product development for India
Build financial workflows with explicit rules for data, access and review. We scope the software with your domain specialists and use testing, traceability and reconciliation to make its behaviour inspectable.
The stakes
Where fintech projects go wrong
02
Sensitive access must be controlled
Identify user roles and the data each needs. Scope access logging, credential handling, review and offboarding with the business's security owner.
03
AI output needs human review
For extraction and summarisation, validate structured fields and route uncertain results to a person. Do not present generated suggestions as confirmed financial facts.
Relevant services
How we help fintech teams
Case study
What that looks like shipped
For a trading-journal product, we built the AI that reads a broker screenshot into a clean, reviewable ledger — flagging anything the model is unsure about for a human to confirm, and pricing each tagged mistake in rupees.
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FAQ
Buying software services in fintech
The questions fintech buyers actually ask us — answered the way we’d answer them on a call.
Our published pnlbook case study describes a trading journal for Indian users, including broker screenshot extraction, review and a ledger-based coaching workflow. It describes product functionality, not investment returns.
No. The engagement covers the agreed software scope. Your authorised specialists determine the approvals and legal obligations that apply to the business. Any independent assessment is scoped separately.
Agree the minimum data and access needed for the work. Prefer masked or synthetic development data, named accounts and time-limited permissions. The proposal should identify who grants access and how it is revoked.
We can review the architecture, integrations and release process before proposing changes. Critical workflows need suitable test data and review by someone who understands the financial rules.
Share the requirements and vendor-review process during discovery. We will identify what the project includes, what evidence can be provided and where specialist or independent review is required.
Let’s build your next chapter.
Tell us what you're building in fintech. We'll reply within one business day with an honest read on whether we can help.