About PVC AI

We don't ship demos. We ship intelligence.

The gap between AI hype and production reality was too wide. We close it — with automation that runs, agents that decide, and models that know your domain.

Our Story Work with us
PVC AI — Live Platform Overview
Live
847
Agents Running
12 today
2.4B
Tasks Automated
+8.2% MoM
99.97%
Uptime SLA
On track
34ms
Avg Latency
Fast
Automation volume — last 7 days
finance-v4.1 98.9% acc Live
legalbrief-v2.3 97.4% acc Live
medscribe-v1.8 99.1% acc Running
Our Journey

Five years building what AI should have been.

2020
The Frustration That Started Everything
Three engineers, tired of AI that never reached production. One rule: it ships or it doesn't exist.
2022
First Enterprise Deployments
Live at two Fortune 500 companies. Processing time dropped 90%. We had proof.
2024
The Agent Era
PVC Agents shipped — systems that reason, decide, and act. Healthcare, legal, SaaS: transformed.
2025 →
Intelligence at Scale
847 agents live. 2.4B tasks automated. 40+ countries. The gap is closing.
Impact

Numbers that actually mean something

Not vanity metrics. These are the outcomes our clients measure us on.

500+
Enterprise Clients
Fortune 500 to Series B
2.4B
Tasks Automated
Every year, compounding
68%
Avg. Time Saved
Per automated workflow

Where clients feel it most

Measured across 500+ deployments in our 2024 impact audit.

Operational cost reduction94%
Processing speed improvement87%
Error rate eliminated78%
Manual hours reclaimed68%
4.9★
Average Rating
Across all reviews
120+
AI Specialists
Researchers & engineers
98%
Client Retention
Year over year
40+
Countries Served
6 continents
Our Principles

Six constraints we never negotiate on

Not a mission statement. The actual rules our team operates by — on every project, for every client.

01
Production or Nothing
Every system must survive real data and real load — or we don't ship it. If it only works in a demo, it doesn't count.
Rule #1
02
Security Is Non-Negotiable
SOC 2, ISO 27001, HIPAA — these are floors, not ceilings. Your data is never a trade-off we make.
Rule #2
03
ROI Before Aesthetics
We measure success in time saved and costs cut. Results on the balance sheet are what we deliver.
Rule #3
04
Embedded, Not Contracted
Our engineers work alongside yours. We build, iterate, and own outcomes with you — not just for you.
Rule #4
05
Honest Over Impressive
If our AI can't do something reliably, we say so — in the first call. We'd rather lose a deal than overpromise.
Rule #5
06
Compounding Systems
We design AI that gets smarter the longer it runs. Every deployment turns your data into a permanent competitive edge.
Rule #6
Technology

Built on infrastructure the best teams trust.

Production-hardened tools, connected into systems that hold under pressure.

Foundation Models
OpenAI GPT-4o Claude 3.5 Llama 3 (fine-tuned) Mistral 7B
Orchestration & Agents
LangChain LangGraph Celery + Redis Temporal.io
Live System Layers
Data Ingestion Layer
Real-time stream processing
Live
Model Inference Engine
Multi-model routing & fallback
Running
Agent Orchestration
847 agents · 12 clusters
Active
Output Validation
Confidence scoring + guardrails
Live
Security & Compliance
SOC 2 · ISO 27001 · HIPAA
Live
Observability Stack
Traces · Metrics · Alerts
Active
Client Results

What clients say after going live

Real feedback from real deployments — every quote is from a named client.

Finance
What once took a team of 40 people three days now completes in four hours with zero errors. The ROI paid for the entire engagement in the first quarter.
3 days → 4 hours
SM
Sarah Mitchell
COO, NexaCloud Financial
Healthcare
The clinical documentation agent is remarkable. Our physicians spend two more hours per day with patients instead of paperwork. That's not just efficiency — that's better care.
+2 hrs/day per physician
JO
Dr. James Okonkwo
VP Digital Transformation, MedCore
Legal
We were skeptical an LLM could handle commercial contracts. PVC AI proved us wrong. It catches risk clauses our junior associates used to miss — consistently.
80% review time cut
EV
Elena Voss
Head of Legal Tech, Meridian & Partners
Leadership

Built by people who've been in the engine room.

No ex-consultants turned AI evangelists. Our founding team shipped ML systems at scale before starting PVC AI.

AR
Dr. Arjun Rao
Co-Founder & Chief AI Officer
Former lead researcher at DeepMind. Designed multi-agent reasoning systems before the term was mainstream. PhD in reinforcement learning, Cambridge.
SK
Sofia Kowalski
Co-Founder & CTO
Built distributed inference infrastructure at Stripe and Databricks. Obsessed with latency, reliability, and systems that don't page you at 3am.
MJ
Marcus Jones
CEO & Head of Product
Scaled enterprise AI products at Salesforce and ServiceNow. Translates "what the model can do" into "what the business needs" — fluently.
Ready to start?

Ready to close your AI–production gap?

Tell us where automation is failing you. We'll map the solution in 30 minutes — no slide decks, no vendor pitch.

Free discovery call Custom ROI projection No-lock-in pilot Decision in 2 weeks
Book a 30-min call See our services

Typically responds within 4 business hours