Practical AI software for mission-driven institutions.
We design and build tools that help lean teams do more — document processing, knowledge management, and workflow automation that still works a year after launch.
We build software that solves a specific, expensive problem — then we make sure it lasts.
Turn documents into knowledge.
Large, scattered document collections become organized, searchable, and useful. Ingest, classify, route, and find what matters — without the manual sorting.
Automate the manual work.
Repetitive, rules-heavy workflows handled by software, so your team spends its time on judgment instead of data entry.
Handle sensitive information with care.
Identify and protect personal or confidential information in your documents, with human review built into the process.
Build internal tools people actually use.
Consoles, dashboards, and admin tools designed around how your team works — with the right access for the right people.
We build production-ready software that scales with your team.
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Built for the long run.
The hard part isn't the launch — it's still working a year later. We build for maintainability from day one.
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Regulated-data discipline.
Two decades across financial services and regulated data. Care with your information isn't an add-on.
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AI where it earns its place.
The AI is in the name because it's in the work — built in, not bolted on. We use it where it does real work, not for show.
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Plain talk.
We tell you what's real, what's hard, and what we'd do. No overpromising.
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Lean by design.
Small, senior teams. Less overhead, more of the work that moves the needle.
Silfrai exists to put reliable AI software in the hands of institutions doing work that matters. Most AI never makes it past the pilot. We build the version that lasts — so mission-driven teams can extend what they're able to do with the resources they have.
Founded on two decades of regulated-data work.
Silfrai was founded by Rishwie Cauvery. Before Silfrai, Rishwie spent two decades in technology, operations, and risk across regulated data and financial services — leading enterprise-critical initiatives at top financial institutions, investment banks, and asset managers — then built and scaled SaaS platforms as a startup CTO and founder. Silfrai brings that discipline to mission-driven organizations, building software they can rely on for years.
Tell us what you're trying to build.
Email us at hello@silfrai.com and we'll reply within one business day.