Agentic AI is moving from demos to production workflows
The gap between an impressive agent demo and a dependable one comes down to three unglamorous things: permissions, evaluation, and rollback.
June 24, 2026 · 6 min read
The IT partner that builds it with you.
Analytical Data Solutions LLC places highly qualified consultants and delivery teams across the enterprise stack: Salesforce, Workday, Java, .NET, cloud, and data.
Based in Plano, Texas
serving clients across the US
Platforms, apps, cloud, and data
one partner, not four vendors
Consultants who hand off
your team owns it when we leave
Consultants across the stack, not one corner of it
Enterprise Platforms
SalesforceWorkdayServiceNowSAP
Application Engineering
Java.NETPythonTypeScriptReactNode.js
Cloud & DevOps
AWSAzureGCPKubernetesTerraformGitHub Actions
Data & AI
SnowflakeBigQuerydbtDatabricksOpenAIClaude
What we do
All servicesEnterprise PlatformsSalesforce and Workday implementation, integration, and administration by consultants who live in those ecosystems.
Cloud InfrastructureArchitecture, migration, and operations across AWS, Azure, and GCP. Reliability and cost, not just provisioning.
Data EngineeringWarehouses, pipelines, and analytics infrastructure sized for the volume your product actually generates.
DevOps & PlatformCI/CD, Kubernetes, and deployment automation built to hand off to your team, documented and tested.
System IntegrationAPI design, legacy modernization, and service architecture that connects the systems you already run.
AI & Machine LearningRAG pipelines, LLM integration, and model deployment with the evaluation and guardrails production demands.
Application DevelopmentWeb applications and internal tools in TypeScript, React, .NET, and Python, built on the infrastructure we stand up.
Technical StaffingCloud, data, and DevOps specialists who embed inside your team, screened by engineers who do the work.
How an engagement runs
1
Scope the real problem
A working session with your team, not a sales deck. We leave with a written scope, or we tell you we are not the right fit.
2
Build with your people
Consultants embed in your standups, your repos, your tools. You see progress weekly, not at a big reveal.
3
Hand off and step back
Documentation, tests, and training close every engagement. Your team runs it; we stay reachable.
Need a team that ships?
Scoped consulting engagements or embedded engineers. Tell us where the project stands and we'll tell you honestly whether we're the right fit.
Looking for your next role?
5 open positions across cloud, data, DevOps, and recruiting. Real projects, direct mentorship, and clients who build things.
Latest thinking
All postsTell us what you're building.
A 30-minute call is enough to tell you whether we can help, what it would take, and what it would cost.
Contact us