From Enterprise Problems to Production Solutions.
C3Ops combines AI-powered products with Forward Deployed Engineering to help organizations discover, build, deploy and operate real-world technology solutions.
Embedded production build
Products for Scale. Engineers for Complexity.
C3 AI FinOps Agent
AI-powered cloud cost intelligence that helps engineering and finance teams understand, optimize and govern cloud spending.
Forward Deployed Engineering
Deploy engineers who work directly with your teams to discover problems, build solutions and take them into production.
AI-Powered FinOps for Modern Cloud Environments
Multi-Cloud Ingestion → Autonomous AI FinOps Core → Engineering Action
EC2, S3, RDS, EKS, Bedrock
VMs, AKS, Blob, Azure OpenAI
Compute, GKE, BigQuery, Vertex AI
Pod metrics, request/limits, idle nodes
GPU clusters, token telemetry, vector DBs
C3 AI FinOps Autonomous Agent
Continuous cross-cloud ingestion, ML anomaly baseline modeling & engineering action routing
Cost Visibility & Intelligence
Normalized multi-cloud telemetry, unit economics mapping, and engineering cost allocation by team, service, and tag.
Real-Time Anomaly Engine
ML-driven detection of sudden spend spikes, unattached storage, abandoned GPU instances, and rogue inference loops.
AI-Assisted Optimization
Context-aware rightsizing recommendations, commitment planning (RI/Savings Plans), and architectural optimizations.
Continuous Governance & Automation
Automated Jira/Slack ticket generation, PR suggestions for IaC repos, and policy guardrails to prevent cost drift.
Rightsize overprovisioned EKS worker nodes (m5.4xlarge → m5.2xlarge)
Zero latency impact across production traffic
Consolidate idle GPU nodes (p4d.24xlarge) during non-peak inference hours
Dynamic scaling with warm pool pre-provisioning
Purchase 1-Year Convertible Compute Savings Plan for stable baseline
Covers 68% of baseline AWS & Azure compute hours
Automate lifecycle archiving for unused EBS snapshots and unattached volumes
Deletes orphaned volumes >30 days unattached
Forward Deployed Engineering
We Stay Close to the Problem from Inception to Handover.
Understand the Business Problem
We embed directly with your engineering and product stakeholders to identify root-cause architectural bottlenecks, business constraints, and operational realities.
Different From Traditional Consulting
One Engineering Capability. Three Ways to Engage.
Build Your Internal FDE Capability
Help organizations transform internal software and cloud engineers into high-impact Forward Deployed Engineers.
From Discovery to Solution Architecture
Help organizations identify, architect, benchmark and plan technical solutions before writing code.
Deploy Engineers Where the Problem Exists
C3Ops deploys Forward Deployed Engineers directly into client engineering environments to build and ship.
Choose How You Want to Work With Us
Project FDE
Defined Problem • Defined Scope • Defined Outcome
A dedicated Forward Deployed Engineer focused strictly on solving a defined architectural challenge, integration, or product feature.
Dedicated FDE
Embedded Senior Engineering Capability
An embedded Forward Deployed Engineer working closely alongside your internal engineering and product leadership.
FDE Pod
Multidisciplinary Strike Team
A complete autonomous engineering unit led by an FDE Principal Architect to execute multi-layered enterprise transformations.
The C3Ops FDE Pod: Autonomous Engineering Unit
FDE Lead / Principal Architect
Pod Leadership & Client Liaison- Direct interface with CTO / VP Engineering and product stakeholders
- Overall system design, technical trade-offs, and architecture governance
- Sprint planning, velocity alignment, and production release sign-off
- Knowledge transfer curriculum and internal enablement
Where Forward Deployed Engineering Creates Value
AI & Automation
Production-grade AI agents, LLM tool-calling orchestration, prompt caching, and enterprise workflow automation.
Cloud & Platform Engineering
Multi-cloud architectures, resilient landing zones, and scalable container infrastructure on AWS, Azure, and GCP.
FinOps & Cost Intelligence
Turn uncontrolled cloud bills into engineering intelligence with continuous visibility, optimization, and automated governance.
DevOps / DevSecOps
Automated CI/CD delivery pipelines, GitOps continuous delivery, and shift-left security enforcement.
Enterprise Applications
Modernization of monolithic enterprise services into high-concurrency, maintainable microservices.
Data & Intelligence
Streaming data pipelines, real-time analytics, and data infrastructure powering AI-assisted decision systems.
Engineering Built Around Outcomes
Engineering Depth
Deep hands-on capability across Cloud, AI, DevOps, application, and platform engineering. We write production software.
Business Context
Engineers understand the underlying business driver and unit economics, not only the technical task.
Production Focus
Solutions are designed from Day 1 for enterprise VPC environments, security compliance, and live traffic—never throwaway prototypes.
AI-Native Engineering
We leverage autonomous AI agents and automation to accelerate development velocity and cloud cost governance.
Knowledge Transfer Guarantee
We build internal capability inside your team through pair programming and runbooks rather than creating permanent vendor dependency.
SLA & Outcome Accountability
We measure success by production uptime, latency SLAs, and verified cost optimizations, not billable hours.
Product When You Need a Platform.
Engineers When You Need a Partner.
Our products solve repeatable problems. Our Forward Deployed Engineering teams solve complex, organization-specific problems. Together, they create an unbeatable production outcome.
Enterprise AI Agent Deployment in Regulated Infrastructure
Enterprise AI Agent Deployment in High-Security Multi-Cloud Infrastructure
An organization required an autonomous AI agent to analyze high-volume customer documentation and trigger operational backend workflows, but faced strict compliance, data residency, and sub-second latency constraints.
Production-ready AI agent workflow running reliably in the client's enterprise environment with verifiable audit logging and full internal team operational handover.
Have a Problem Worth Solving?
Tell us what you're trying to build. We'll help you determine the right engineering engagement—whether deploying an FDE Pod, upskilling your team, or piloting C3 AI FinOps Agent.