Rapid Interactive Prototyping to Production Ready Code Generation

An innovation lab within a global insurance conglomerate tasked with evaluating and launching 12 new digital insurance product concepts annually.

concept to working production application timeline cut: 3 monthsconcept to working production application timeline cut
throwaway prototype code by generating production clean: 100%throwaway prototype code by generating production clean

How the work runs

The pressure that made this worth automating, the steps the system runs, and what came out the other side.

Pressure & Trigger Points

Product managers created clickable prototypes in design tools, but translating prototypes into real production code required 3 months of engineering rewrites.
Designers and engineers worked in silos, leading to handoff misunderstandings, missing form validation logic, and throwaway prototype code.
Testing product market fit was severely delayed, causing high development expense for unproven product hypotheses.

The run · 5 operational steps

Click any step to inspect telemetry signals, model reasoning, and governance gates.

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Nirmiti enables rapid visual composition of complex functional application flows using pre built enterprise components.

Input Signal:

Real-time operational telemetry & queue

Reasoning Pattern:

MCP grounded vector inference

Governance Gate:

Policy constrained with audit write-back

Verified Business Outcomes

Concept to working production application timeline cut from 3 months to 7 days.
Eliminated 100% of throwaway prototype code by generating production clean architecture from inception.
Triple the number of new digital product hypotheses tested annually without increasing engineering headcount.

Capabilities this relies on

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