We help companies move beyond AI hype to deploy reliable, secure, and scalable intelligent systems. From strategy to production — engineered for the real world.
Three practice areas. One mission: making AI work reliably at scale.
Cut through the noise. We evaluate what's real, what's possible, and what's worth building — before you commit resources.
Deploy AI agents that handle complex, multi-step reasoning tasks — with the guardrails to trust them in production.
Keep your data under your control. We build private, compliant AI infrastructure that meets the strictest requirements.
We're not a slide-deck consultancy. Reasoning Works is a team of AI engineers, infrastructure specialists, and security practitioners who've built and operated production AI systems.
We started this company because we kept seeing the same pattern: organizations excited about AI, burned by vendors selling vaporware, and left without the technical depth to separate signal from noise.
We bridge that gap — acting as your technical partner from strategy through deployment and beyond.
We test claims with evidence, not enthusiasm.
Every solution is built to run reliably at scale.
Security and privacy are non-negotiable defaults.
class ProductionEval:
"""Rigorous evaluation before
any system goes live."""
def validate(self, model, data):
accuracy = self.benchmark(model)
hallucination = self.detect_drift(model)
security = self.pen_test(model)
assert accuracy > 0.95
assert hallucination < 0.01
assert security.passed
return DeploymentCert(
model=model,
status="production_ready"
)A proven process that de-risks AI adoption at every step.
We audit your current state — data, infrastructure, team capabilities, and business objectives. No assumptions, just evidence.
We design a technical roadmap with clear milestones, realistic timelines, and defined success metrics. You see exactly what we'll build and why.
Iterative development with continuous evaluation. Every component is tested against production-grade benchmarks before integration.
Production deployment with observability, alerting, and drift detection built in. We stay engaged to ensure long-term reliability.
Practical applications we help organizations build and deploy.
Extract, classify, and route information from complex documents — contracts, invoices, compliance reports — with 99%+ accuracy.
Deploy conversational agents that resolve complex queries, escalate intelligently, and learn from every interaction.
Run frontier-class language models within your own infrastructure. Full capability, zero data leakage.
Independent technical assessment of AI vendor claims. We test what they promise so you invest with confidence.
Aggregate data from multiple sources into actionable intelligence. Automated analysis that would take teams weeks.
Upgrade legacy ML pipelines to modern, GPU-optimized infrastructure. Faster iterations, lower costs, better models.
Let's start with a conversation. We'll assess where you are, where AI can help, and what a realistic path forward looks like — no pitch decks, no pressure.