Consulting-grade AI systems, built to ship.

AI strategy and automation that turns complexity into operating leverage.

SarDev LLC helps organizations design, implement, and operationalize AI-enabled workflows—without creating brittle toolchains. The result is measurable efficiency, clearer decision-making, and durable systems you can scale.

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Outcome-first Execution anchored to measurable business metrics.

Integration-ready Designed for existing tools, teams, and constraints.

Operational durability Systems built for observability and maintenance-light uptime.

How we help

From pilot to production—without losing control.

We combine architecture, automation, and revenue operations discipline to ship AI initiatives that survive contact with reality: stakeholders, budgets, compliance, and changing requirements.

AI implementation
Workflow automation, retrieval systems, agent augmentation, and governance.
SaaS integrations
CRM/RevOps, support, analytics, and data plumbing with reliability in mind.
Revenue enablement
Decision support, pipeline instrumentation, and sales execution systems.

Unattended-ready

Built for automation

This front-end is a static deploy. Your automated back-end services can run on Workers/Functions/cron with minimal operational overhead—ideal for AI-driven pipelines.

Engagement models

Choose a path that matches urgency and risk tolerance. Each option is designed to reduce ambiguity and accelerate delivery.

Option 1

Rapid Assessment

Define scope, risks, and a production-ready plan. Deliverables include architecture, backlog, and success metrics.

Ideal when you need a credible plan before committing to a build.

Option 2

Implementation Sprint

Ship a working system in weeks—instrumented, observable, and ready to iterate. Includes handoff documentation.

Ideal for turning a pilot into a durable production capability.

Option 3

Fractional Enablement

Ongoing support for execution, training, and system refinement—without hiring a full-time team.

Ideal for consistent progress and improved operational maturity.

Operating principle: We optimize for systems that keep working after the excitement fades—clear ownership, instrumentation, and controlled complexity.