About StackFactor
What is StackFactor?
StackFactor is a compliance and talent platform that combines two products — SHIELD for automated SDLC compliance and EXCEED for AI-powered talent development — into a single closed-loop platform. Compliance data drives training, and training outcomes improve compliance.
What does "One Platform, Two Products, Zero Gaps" mean?
It means StackFactor treats compliance and training as one connected problem. SHIELD enforces compliance standards across your SDLC. EXCEED closes the human capability gaps that cause compliance failures. Together, they create a feedback loop that gets stronger over time — with no gaps between the two.
Who is StackFactor built for?
StackFactor serves regulated enterprises across financial services, life sciences, technology, government & defense, healthcare & insurance, and energy & utilities. Key buyers include CTOs, CHROs, CCOs, CLOs, CFOs, and COOs.
Is StackFactor a Learning Management System (LMS)?
No. EXCEED goes far beyond a traditional LMS. While an LMS tracks course completions, EXCEED measures actual proficiency, maps skills to business objectives, generates personalized learning paths with AI, and proves training ROI with measurable outcomes. EXCEED can integrate with your existing LMS — it adds the competency and ROI layer your LMS can’t provide.
SHIELD — Compliance
What is SHIELD?
SHIELD is StackFactor’s automated SDLC compliance product. It provides policy-as-code enforcement across your CI/CD pipelines, deployment gate automation, AI-powered risk scoring, full traceability from RFC to production, and audit-ready evidence — all in real time.
What compliance frameworks does SHIELD support?
SHIELD enforces IT and SDLC controls for SOC 2 Type II, SOX IT General Controls, NIST CSF / 800-53, ISO 27001, PCI DSS, FedRAMP, CMMC, NERC CIP, HIPAA Security Rule, 21 CFR Part 11 (electronic records / e-signatures), and FFIEC IT Handbook at launch. Additional IT frameworks including EU AI Act and NIST AI RMF are being added continuously. For non-IT compliance like fair lending (Reg B), GMP batch review, and clinical training, EXCEED handles workforce certification and proficiency.
How does SHIELD handle AI-generated code and vibe coding?
SHIELD enforces policy gates across the AI-powered SDLC. AI-generated code is validated against security rules before it can be merged or deployed. Every change is traced from prompt to code to production, ensuring governance keeps pace with machine-speed development.
How does SHIELD integrate with our existing tools?
SHIELD includes 25+ connectors out of the box for CI/CD pipelines (GitHub, GitLab, Jenkins), collaboration tools (Slack, Teams, Jira), and more. It embeds into your existing development workflow without replacing anything.
EXCEED — Talent Development
What is EXCEED?
EXCEED is StackFactor’s AI-powered Talent Intelligence Platform. It turns business signals into continuously updated skills, validated proficiency, and just-in-time learning. EXCEED proves training ROI with evidence, not surveys.
How is EXCEED different from other training platforms?
Most training platforms track course completions. EXCEED measures actual competency through proficiency assessments, maps skills to business objectives, generates personalized learning paths with AI, and connects training outcomes to measurable business impact. It’s the difference between knowing someone watched a video and knowing they can do the job.
Can EXCEED generate training content?
Yes. EXCEED uses AI to generate assessments, micro-learning content, and video content rapidly. It can also ingest your existing content via RAG (Retrieval Augmented Generation), so there’s no content migration needed.
How does EXCEED deliver learning?
EXCEED delivers learning in-the-flow through the tools your teams already use — Jira, Slack, Teams. Smart nudges, not interruptions. It also supports traditional LMS delivery and integrates with HR systems like Workday, SAP SuccessFactors, and BambooHR.
The Closed Loop
How do SHIELD and EXCEED work together?
SHIELD identifies compliance gaps and failure patterns. That data flows into EXCEED, which creates targeted training to close the human capability gaps behind those failures. As teams improve, SHIELD measures the compliance improvement — proving that training investments directly reduce risk. It’s a continuous loop that gets stronger over time.
Do I need both products?
Each product is powerful on its own. But together they create a compounding intelligence loop that neither can deliver alone. Compliance-only vendors can’t close skill gaps. Training-only vendors can’t enforce compliance. StackFactor is the only platform that does both — and proves each investment drives the other.
Is the closed-loop patented?
Yes. The closed-loop architecture between SHIELD and EXCEED is patent pending (63/995,823, 63/995,817, 63/995,796).
Deployment & Security
How quickly can we deploy StackFactor?
StackFactor deploys in weeks, not months. SHIELD connects to your CI/CD pipelines and starts capturing compliance evidence immediately. EXCEED integrates with your existing HR and productivity tools with minimal configuration.
Is StackFactor enterprise-grade?
Yes. StackFactor is SOC 2 ready with RBAC, SSO, audit trails, data encryption, and enterprise-grade security built in from day one. It’s designed for regulated enterprises.
Is StackFactor GDPR compliant?
Yes. StackFactor is compliant with GDPR and data sovereignty requirements. This includes data minimization, user rights implementation, regular data protection impact assessments, and transparent data processing. Customer accounts can be assigned to specific data center regions. Contact our Data Protection Officer at DPO@stackfactor.ai.
Are there scaling limits?
StackFactor is deployed to dynamic cloud infrastructure with auto-scaling built in. We are hosted on major public cloud providers and are not aware of any functional limits on users, reports, or dashboards.
Pricing & Partnership
How is StackFactor priced?
StackFactor uses a SaaS per-seat subscription model with platform-level pricing. SHIELD is priced per active service. EXCEED is priced per user. Pricing details are discussed during sales conversations — schedule a call for specifics.
Can we partner with StackFactor?
Yes. StackFactor offers OEM/white-label, reseller, and strategic alliance partnership models. Current partners include Wipro, New Level Work, and Vantage Labs. Visit our Partnerships page to learn more.
Can't find what you're looking for? info@stackfactor.ai
Still have questions?
Schedule a call with our team and we'll walk you through how SHIELD and EXCEED work together.
Schedule a Call