AI Agents & Automation · India · UAE · Europe · North America
LangGraph AI agents, production RAG systems, and compliance automation for FinTech NBFCs and D2C brands. Built with hallucination guardrails, audit trails, and load-tested before any deployment.
35 hrs/wk
Manual compliance work eliminated
FinTech client, 3-agent pipeline
23%
Churn reduction via AI personalisation
D2C brand, 6-month engagement
99.2%
RAG retrieval accuracy in production
vs 61% on first demo build
4–8 wks
Typical production RAG delivery
scoped, built, and handed over
Who this is for
Audit preparation, regulatory report generation, credit underwriting checks — your team is doing this manually, every cycle. We build LangGraph agents that handle these workflows end-to-end with full audit trails that satisfy RBI requirements.
Tier-1 customer queries, order status, returns, personalised recommendations — all answerable by AI trained on your actual catalogue and order data. We build support bots that handle volume, escalate correctly, and feed retention signals back to your marketing stack.
What we deliver
Every system is tested against your actual data volumes and edge cases before any deployment. Not on a curated demo dataset.
01
Stateful AI agents that handle multi-step workflows: document review, credit checks, compliance routing, or customer escalation. Built with explicit failure handling and audit logging.
02
Retrieval-Augmented Generation built for production. Proper chunking strategies, semantic re-ranking, hallucination guardrails, and load-tested against your actual document corpus.
03
AI agents that extract, classify, and route compliance data automatically. Reduces analyst time on audit prep from weeks to hours, with full traceability.
04
Automated generation of RBI-format regulatory reports from your core banking data. Scheduled, validated, and ready for submission without manual intervention.
05
AI support agents trained on your actual product catalogue and order history. Handles tier-1 queries, escalates intelligently, and feeds personalisation signals back to your marketing stack.
06
AI pipelines that process contracts, invoices, loan applications, and regulatory documents. Structured output to your database. Works with PDFs, scans, and mixed formats.
Technology stack
Built with
Why it matters
The gap between a working demo and a production system is where most AI projects fail. Retrieval breaks on real documents. Hallucinations appear under volume. Audit requirements weren't built in from the start.
We have shipped 30+ cloud systems across FinTech, D2C, and logistics with zero production failures. That track record comes from building for failure modes, not just happy paths.
Why TryData
FAQ
Free audit
In 30 minutes we'll review your current AI setup or planned system, identify the top failure risks, and give you a prioritised fix list. No cost, no sales pitch.