Question 1

What is Kollitech and what does it do?

Accepted Answer

Kollitech is a San Francisco–based enterprise AI advisory firm focused on financial services, healthcare, and the public sector. We advise on strategy, governance, and implementation—including algorithmic assurance and regulatory alignment—and we design, build, and operate proprietary platforms (Pamkit, GProv, Grihak, and KollGuard) that inform and extend our client work.

Question 2

What FinTech AI services does Kollitech offer?

Accepted Answer

Kollitech provides financial-services AI advisory and delivery including: credit and decisioning model validation and bias testing, algorithmic trading governance, AML/KYC automation, fraud analytics, regulatory mapping (SOX, PCI DSS, GDPR, EU AI Act), explainability reporting for lending decisions, and production drift monitoring. We apply the same clinical-grade discipline from healthcare engagements to financial use cases.

Question 3

How does Kollitech ensure AI compliance with HIPAA, SOX, and other regulations?

Accepted Answer

We embed compliance into every stage of our AI lifecycle. Our Algorithmic Audit Framework covers data governance, bias assessment, model explainability, and security — mapped to HIPAA, FDA AI/ML guidelines, SOX, PCI DSS, EU AI Act, and NIST AI Risk Management Framework. Every deployment includes audit-ready logging, zero-trust security, and automated compliance monitoring tailored to the specific regulatory requirements of healthcare and financial services.

Question 4

What industries does Kollitech serve?

Accepted Answer

Kollitech's core expertise spans financial services (banks, credit unions, lending, insurance), healthcare (hospitals, health systems, pharma, clinical research), and government (state agencies, defense, VA systems). Our practitioners bring experience from engagements with organizations such as UC Irvine, Optum Health, Sutter Health, the State of California, and the San Francisco Department of Public Health.

Question 5

Where is Kollitech headquartered?

Accepted Answer

Kollitech is headquartered in San Francisco, California. We serve clients across the United States and support international programs when engagement scope requires it.

Question 6

Does Kollitech work with clients outside the San Francisco Bay Area?

Accepted Answer

Yes. While the firm is based in San Francisco, we routinely support financial institutions, health systems, and government agencies throughout the United States through a combination of on-site meetings, secure remote collaboration, and sovereign or air-gapped deployments when required.

Question 7

What is Kollitech's AI Audit Framework?

Accepted Answer

Our comprehensive AI audit covers 9 critical domains: Data Governance & Quality, Model Development & Training, Bias & Fairness Assessment, Security & Privacy, Regulatory Compliance, Explainability & Interpretability, Monitoring & Maintenance, Infrastructure & Operations, and Ethics & Governance. Each domain includes detailed checklists, risk assessments, and compliance mapping for both healthcare (HIPAA, FDA) and financial (SOX, PCI DSS) regulatory frameworks.

Question 8

What are Pamkit, GProv, Grihak, and KollGuard?

Accepted Answer

These are the SaaS platforms built and operated by Kollitech. Pamkit (pamkit.ai) is an AI-powered asset and property management platform — its built-in AI agent, Pamela, handles smart document OCR, AI vision asset scanning, and predictive maintenance and warranty alerts, plus e-signature leases and Stripe Connect rent collection; live on the iOS App Store and web across 15+ countries. GProv (gprov.com) is a global healthcare platform whose Appi AI delivers symptom triage by text and live voice, alongside personal health records, secure messaging, telehealth, and FHIR R4 / HL7 v2 interoperability via Mirth Connect; HIPAA-compliant with a SOC 2 Type II audit in progress, on web, iOS, and Android across 20+ countries. Grihak (grihak.com) is a PropTech platform for HOA and community management with a 24/7 AI virtual assistant, secure digital voting, Stripe-powered dues collection, maintenance work orders, and multi-community dashboards. KollGuard (kollguard.com) is an AI compliance intelligence overlay that scans GitHub repositories and databases against SOC 2, HIPAA, and 70+ frameworks, provides industry-specific PII and PHI handling guidance, and monitors AI token spend to prevent surprise bills.

Question 9

What is KollGuard and who is it for?

Accepted Answer

KollGuard (kollguard.com) is Kollitech's AI-powered compliance intelligence platform for teams pursuing SOC 2 and HIPAA. With your permission, it continuously scans your GitHub repositories and databases for security and compliance gaps and maps every finding to the controls auditors care about — across SOC 2, HIPAA, and 70+ curated regulatory frameworks. It tailors PII and PHI handling guidance to your industry, runs specialist AI agents for auditing, risk prediction, and evidence collection, and monitors AI token usage and spend across your products so you never face surprise AI bills. It is built fail-closed with tenant isolation and vault-backed credential handling.

Question 10

Can Kollitech deploy AI in air-gapped or sovereign environments?

Accepted Answer

Yes. Kollitech specializes in sovereign and air-gapped AI deployments for government, defense, and highly regulated financial clients. Solutions run fully on-premise without any connection to the public internet, ensuring complete data sovereignty while maintaining full AI capability including RAG pipelines, model inference, and compliance monitoring.

Question 11

How does Kollitech differ from other AI consulting firms?

Accepted Answer

Kollitech combines senior advisory depth with product engineering discipline. We design, build, and operate Pamkit, GProv, Grihak, and KollGuard—including a live SOC 2/HIPAA compliance scanner—so our recommendations are grounded in production systems, not slide decks alone. Our dual focus on financial services and healthcare brings cross-sector governance rigor to highly regulated AI programs.

Question 12

How does Kollitech help with AI bias in credit scoring and lending?

Accepted Answer

Kollitech conducts rigorous bias detection across protected attributes in credit scoring, lending, and underwriting models. We implement mitigation strategies during model development, provide ongoing drift monitoring in production, and deliver explainability reports required by regulators. Our approach follows the NIST AI RMF and includes fair lending analysis, disparate impact testing, and automated governance systems that flag anomalies before they result in discriminatory outcomes.