Hire AI Engineers
Build custom AI applications, automation workflows, and the systems that connect them to your business.
Hire AI Engineers
Where they focus
- AI system architecture
- Workflow automation
- Enterprise integration
- Production deployment
As a Claude Service Partner, Pinnasys builds agentic AI for mid-market companies and AI-native founders. Our AI architects design, build, and govern autonomous AI agents that run on your real systems and scale with your operations.
Trusted by enterprises scaling with AI
Agentic AI is software that plans, decides, and acts toward a goal with minimal human input. Instead of just responding to a prompt, an agent breaks the goal into steps, calls the right tools, checks its own results, and adapts mid-task. That shift lets you automate work that once needed constant human judgement, from multi-step research to full workflow execution.
Boards are asking about agentic AI, yet most teams are still finding their footing. The figures below come from recent industry research, and they are a large part of why agentic AI development services are getting board-level attention this year.
40% vs 22%
Large enterprises scaling AI agents in at least one function jumped from 27% to 40% in twelve months. Among smaller organizations, the figure did not move. The divide is no longer about whether to use agents. It is about who got them into production.
2 in 3
Nearly two-thirds of organizations name security and risk concerns as the top barrier to fully scaling agentic AI — ahead of regulatory uncertainty and technical limitations. What stops teams is not whether an agent can do the work. It is whether they can trust it to act on live systems.
4 hours to 1
When MIT Sloan researchers traced a live agent deployment end to end, prompt engineering and model work accounted for under a fifth of the effort. The rest went to data engineering, stakeholder alignment, governance and workflow integration. Their own summary: for every hour spent perfecting a model, expect roughly four to make it work in the real world.
A focused set of services, each built around a governance-first approach and calibrated to your operations, stack, and risk tolerance.
We identify key automations, define agent boundaries, and set guardrails to boost ROI while reducing security and operational risk.
Production-ready LangChain and LangGraph agents with powerful tools, persistent memory, rigorous evaluation, and full observability.
We connect agents to your systems and APIs, enabling secure access to live data and actions without disrupting operations.
Multi-agent teams plan, research, and verify within guardrails, escalating to people when human review or intervention is needed.
Enterprise agent architecture and governance with guardrails, observability, and standards built in by default.
Agentic AI is not one architecture. It is a family of patterns, each suited to a different problem class, latency profile, and governance posture. From there, we design and ship all six types below, calibrated to your use case, data, and operational constraints.
Reactive AgentsFollow clear if-then rules. Ideal for alerts, filtering, and simple system responses.
Goal-Based AgentsEvaluate actions to reach a target outcome. Used for planning, routing, and optimization.
Learning AgentsImprove over time from data and feedback. They power recommendations, scoring, and predictions.
Conversational AgentsNatural language understanding with context and memory, the foundation behind our conversational AI solutions.
Utility-Based AgentsWeigh multiple factors to maximize utility. Used for pricing, resource allocation, and scheduling.
Multi-Agent SystemsTeams of specialized agents that coordinate, collaborate, and handle complex cross-department workflows.
A working agent takes far more than a good prompt. We build the agent, wire it into your systems, test it against real cases, and set the rules it runs under.
100+
Projects Shipped
Globally
100%
Upwork Job Success
Top Rated Plus
5.0
Clutch · 10 reviews
4.89
GoodFirms · 104 reviews
We have helped startups and scaleups struggling with time-consuming tasks by implementing the automation they were actually looking for.
Ben Kinney Team Powered by PLACE30%
More Booked Appointments
2x
Team Productivity
Ward80%
Faster Invoice Processing
25 hrs
Data-entry Time Saved Weekly
X-Hemp12-month
Roadmap With Real Cost Estimates
8 weeks
Delivery, Single Consultant
Beaver Country Day School50%
Reduction in Admissions Processing Time
15 hrs
Admin Time Saved Weekly
Southern Company Energy Solutions20+
Hours/Week Eliminated
3x
Faster Decision-making Cycle
Real clients on what it's like to work with Pinnasys.

Aviv Argaman
Founder & General Partner, Asymmetry Point Capital
Strong architectural understanding with excellent communication clarity and practical innovations (smart-split for large tables, Cohere circuit breaker, topic-shift detection) that show thoughtful production thinking.
Tell Us the Result You Want Most. We'll Show You How to Get It.
Credentials
Our AI agent services follow a validation-first process that tests performance, reliability, and business value at every stage before moving toward full-scale deployment.
PROVE
We start with one workflow and test where AI can improve time, cost, quality, or output.
ADOPT
We integrate the proven solution into daily work and make the process reliable and repeatable.
MEASURE
We compare results with the starting point to confirm the value created.
SCALE
Once it delivers results, we extend AI across more workflows, teams, and opportunities.
The same small pod scopes your use case, builds the system, and stays with you through production. All of our AI engineers are Claude-certified in the three categories listed below.
Scopes your use case, designs the agent architecture, and serves as your technical advisor throughout planning, development, and deployment.
Builds AI agents, evaluation frameworks, and guardrails to ensure reliable performance, secure execution, and consistent business outcomes.
Connects AI agents with your CRM, ERP, APIs, and internal systems, enabling secure data access and seamless workflow execution.

Build custom AI applications, automation workflows, and the systems that connect them to your business — staffed by the people who advised you.
Build custom AI applications, automation workflows, and the systems that connect them to your business.
Where they focus
Build assistants, copilots, and retrieval pipelines grounded in your own content, with answers traceable to a source.
Where they focus
Deploy agents that plan, decide, and act across your systems inside guardrails you set.
Where they focus
Get AI into production and keep it healthy, with the monitoring and governance that keeps it trustworthy.
Where they focus
Begin by implementing AI in areas with the fastest return on investment. Set clear targets, measure progress against the baseline after a few months, and scale up if early results demonstrate business value.
Agentic AI acts on your live systems, so trust is the whole game. Five pillars govern every project, from the first conversation to production.
SOC 2 Type II
GDPR
EU AI Act
SOC 2 Type II
GDPR
EU AI Act
ISO 27001
PCI DSS
ISO 27001
PCI DSS
ISO 42001
CCPA
ISO 42001
CCPAFrom healthcare to finance and beyond, our agentic AI development services are tailored to the unique workflows, compliance needs, and operational challenges of each industry, helping businesses deploy secure, scalable, and purpose-built AI systems.
Optimize production planning, monitor equipment performance, and automate quality control.
Explore Agentic AI for Manufacturing & Industrial solutionsDeliver personalized shopping experiences, automate inventory updates, and optimize order fulfillment.
Explore Agentic AI for Retail & Ecommerce solutionsAutomate transaction reconciliation, accelerate KYC and onboarding, and monitor financial activities in real time.
Explore Agentic AI for Financial Services & Insurance solutionsAccelerate document review, contract analysis, and compliance workflows.
Explore Agentic AI for Legal solutionsCoordinate patient scheduling, manage clinical documentation, and support administrative workflows.
Explore Agentic AI for Healthcare solutionsImprove inventory management, shipment tracking, and demand forecasting through autonomous workflows.
Explore Agentic AI for Supply Chain & Logistics solutionsSupport student engagement, automate administrative tasks, and simplify academic operations.
Explore Agentic AI for Education solutionsAutomate lead management, property recommendations, and transaction workflows.
Explore Agentic AI for Real Estate solutionsEnhance guest experiences by automating reservations, itinerary planning, and customer support.
Explore Agentic AI for Travel & Hospitality solutionsModel and framework agnostic, chosen per use case. Claude is where our deepest expertise sits as a Claude Service Partner, and MCP is how agents reach your systems without locking you to one vendor.
Models
Hugging Face
Hugging FaceAgents & Orchestration
AWS Strands Agents
AWS Strands AgentsRetrieval & Data
LangChain
LlamaIndex
Pinecone
Weaviate
pgvector
Elasticsearch
PostgreSQL
Redis
LangChain
LlamaIndex
Pinecone
Weaviate
pgvector
Elasticsearch
PostgreSQL
RedisIntegration & Automation
MCP
n8n
Temporal
Apache Airflow
Microsoft Power Automate
Zapier
MCP
n8n
Temporal
Apache Airflow
Microsoft Power Automate
ZapierEvaluation & Guardrails
NVIDIA NeMo Guardrails
LangSmith
Langfuse
Ragas
NVIDIA NeMo Guardrails
LangSmith
Langfuse
RagasAs an agentic AI development company built on Claude, our certifications sit behind the same team that scopes, builds, and supports your agent.
The questions we hear most from mid-market teams and AI-native founders weighing up an agentic build.
Ask us directlyTraditional AI automation follows fixed rules and predefined workflows. Agentic AI systems plan, decide, and act autonomously across multiple steps, using LLMs, tool calls, and memory to handle complex tasks that rule-based bots cannot.
An AI agent is one component with a defined role, a set of tools, and a task to do. Agentic AI is the wider system, often several agents working together, running the whole job end-to-end.
A request comes in, the agent plans the steps, calls the right tools or data, acts, and checks the result, looping until the goal is met. Guardrails and human-in-the-loop checkpoints govern any sensitive action along the way.
Four parts work together: a planning and reasoning layer (the language model), memory for context, tools and integrations to act on real systems, and an orchestration layer that coordinates the work. Observability and governance wrap the whole system.
Yes, when it is governed. We build with human-in-the-loop checkpoints, scoped permissions, full observability, and prompt-injection defenses. You keep ownership of your data and own the delivered solution and its IP.
We reduce error through retrieval grounding in your verified data, structured tool use, evaluation suites that test agents against real cases, human-in-the-loop checkpoints, and full observability from the first deployment.
We are framework-agnostic and select per use case. Agent frameworks include LangChain, LangGraph, CrewAI, and AutoGen; models span Anthropic Claude, OpenAI, Google, Meta, Mistral, and open-weight options.
Most projects start with a free discovery call, then a fixed-scope paid pilot on a single high-value workflow, so you see a real result before committing to more. A first agent usually reaches production in weeks.
A well-scoped first agent on a single workflow usually reaches production in a matter of weeks, because the work is bounded and measurable. Broader, multi-system deployments take months.
Explore practical insights that help you evaluate, implement, and scale agentic solutions with greater confidence, efficiency, and business impact.
95% of enterprise AI never reaches production. As a Claude Service Partner, we build the 5% that does. Book a call and we'll map where to start.
What you send us
A roadmap, a build, an integration, or someone to run what's already live. Whichever you need, a rough description is enough.
A 30-minute call
We work through your operations, your data, and where the payback is clearest. No cost, no obligation.
Your plan
What we'd build or run, what it costs, and how long it takes. Yours to keep, including the honest answer if a simpler fix would serve you better.
Prefer to talk first?
Book a 30-min discovery callEmail us on
hello@pinnasys.com