Specialized Solution
AIAutomationforSaaS&TechnologyCompaniesinUnitedStates—NISTAIRMF+SOC2TypeIIReady
We build production AI features for US SaaS — not demos. Every agent ships with eval harnesses, prompt regression tests, observability, and unit-economics dashboards. Your AI feature has a P&L, not just a vibe.
Overview
78% of US B2B SaaS companies launched a Copilot in 2025 — but only 9% saw measurable retention lift (Bessemer State of Cloud 2025). AI Bill of Rights alignment (NIST AI RMF), data minimization for training corpora, prompt-injection hardening, and SOC2-aligned LLM observability (input/output logging with PII redaction).
Core Capabilities
Generic GPT wrappers driving zero adoption because they lack proprietary domain context
Capa-01
RAG pipelines built on weekend prototypes that hallucinate in production and erode customer trust
Capa-02
AI infra costs spiraling 4x quarter-over-quarter with no per-feature unit economics visibility
Capa-03
NIST AI RMF + SOC2 Type II aligned
Capa-04
Related Projects
Expert Insights & FAQs
Layered defense: input validation, system-prompt isolation via prefix/suffix encoding, output schema enforcement (function calling), and a guardrails layer (Llama Guard or Anthropic's Trust & Safety API) that rejects out-of-scope responses before render.
Related Specializations
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