01
Responsible AI
Practical agentic systems with human oversight, traceability, and explicit operating boundaries.
Founder profile
Clarity before complexity.
Srikant Voruganti is an enterprise technology leader focused on platform architecture, responsible AI, and the operating models that help complex systems endure.
SV
Srikant Voruganti
Founder · Enterprise architect · Responsible AI practitioner
Why Residual Forge
AI systems should be explainable, measurable, and worth operating.
Residual Forge grew from a simple operating belief: architecture matters when it makes future decisions easier. Applied to AI, that means tracing the full workflow, declaring quality requirements before experiments, and keeping humans in control of consequential changes.
Srikant brings more than fifteen years across enterprise technology programs and varied industries. The company translates that systems perspective into focused, provider-neutral AI engagements for smaller teams.
15+
years in enterprise technology
40+
industry certifications
6
industry contexts
Areas of focus
02
Platform architecture
Composable foundations that balance speed, governance, resilience, and long-term maintainability.
03
Data + integration
Identity, consent, reliable contracts, and intentional boundaries across complex ecosystems.
04
Technology strategy
Investment choices and operating models connected to measurable, sustainable outcomes.
Professional boundary
Independent and intentionally focused.
Residual Forge is independent. This site reflects broad professional experience and independent learning—not the work, position, confidential information, or perspective of any employer, client, or affiliated organization. Residual Forge does not offer external Salesforce consulting.
Residual Forge / founding cohort
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