NKKTech builds LLM systems, document intelligence pipelines, and AI automation for fintech teams that can’t afford compliance failures or budget overruns.
Challenges
Problem:
Manual document review eating analyst time
Our solution:
LLM document intelligence pipeline (95% accuracy, 80% time reduction)
Problem:
Compliance team skeptical of AI
Our solution:
Explainable AI with audit trails and human-in-the-loop checkpoints
Problem:
Legacy core banking system blocking innovation
Our solution:
Zero-downtime modernization using Strangler Fig pattern
Problem:
Sales team buried in manual prospecting
Our solution:
AI sales automation — lead scoring, outreach sequences, CRM sync
Services
Proven Results
A Series B fintech in Boston needed to process thousands of compliance documents weekly. Manual review consumed 40+ hours/week across their operations team. We built an LLM-powered document intelligence pipeline that automated extraction, classification, and compliance checking — reducing processing time by 80% and saving $200K/year in labor costs.
Reduction in processing time
Annual savings
Accuracy
A Series A SaaS company needed AI automation for their sales pipeline. NKKTech built lead scoring, outreach sequences, and CRM sync — growing their pipeline by 226% with a 40% reply rate within 60 days of launch.
Pipeline growth
Reply rate
ROI achieved
Trust & Compliance
Financial services demand a higher standard. Here's how we meet it.
Process
We review your data handling requirements, regulatory constraints, and security posture before scoping any technical work. If your compliance team needs to be involved early, we accommodate that — it's expected, not an afterthought.
Every AI system we build for fintech includes explainability layers, human-in-the-loop checkpoints, and rollback capability. Your compliance team reviews the architecture before a single line of code is written.
We ship in phases with parallel compliance review — not one big launch. Each phase is production-ready, auditable, and can be rolled back independently. Your team validates each milestone before we proceed.
Investment
All fintech projects are fixed-scope. Compliance requirements are scoped upfront — no surprise costs for security or audit readiness.
8–12 weeks
Add LLM-powered features to your existing fintech platform. Document intelligence, compliance automation, or customer-facing AI.
12–20 weeks
End-to-end AI system: data pipelines, ML models, LLM integration, compliance layer, monitoring, and production deployment.
16–30 weeks
Migrate legacy core banking or financial systems to modern cloud architecture with AI capabilities. Zero-downtime migration.
We design AI systems to be SOC 2 aligned from the architecture level — not as a retrofit. For document processing systems, we implement audit trails, access controls, and data residency constraints. For LLM integrations handling financial data, we evaluate self-hosted options (Llama, Mistral) to avoid sending sensitive data to third-party APIs. NDA is standard on every project.
Yes. We have experience with document intelligence for loan origination, fraud detection pipelines, and compliance automation for AML/KYC workflows. We work closely with your compliance team to ensure the system design meets your regulatory environment. We don't provide legal or compliance advice — but our systems are designed to support your compliance requirements.
Our most common fintech use cases: (1) Contract and loan document extraction — structured data from unstructured PDFs. (2) Regulatory filing analysis — flagging compliance issues across large document sets. (3) Customer communication processing — routing, classification, and response drafts. (4) Financial statement analysis — extracting key metrics and anomalies at scale.
Fixed scope. Every project starts with a discovery call and ends with a binding fixed-price proposal within 3 business days. Document intelligence systems typically range $30K–$120K depending on document type complexity, volume, and integration requirements. We don't bill hourly — you see the full cost before you commit.
We serve clients in the US financial services sector and understand SOC 2, data residency, and information security requirements. We sign MSAs and BAAs where required. Our team is comfortable working with US legal counsel on data processing agreements. All development is delivered in English with full documentation.
Tell us about your compliance requirements and use case. We'll send a fixed-scope proposal in 72 hours.
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