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
Whether it's a custom AI agent or an AI governance model, artificial intelligence is valuable when it performs in real operations. As a Claude Service Partner, Pinnasys ensures your AI model is well-aligned and ready to deliver measurable impact from day one.
30-minute call · No pitch, no obligation · You leave with a scoped, costed use case
Trusted by 100+ businesses and AI-native startups
AI integration transforms disconnected tools into intelligent, connected business systems. By linking AI with your existing applications, data sources, and workflows, we help you automate processes, improve collaboration, and make faster, data-driven decisions.
100+
Projects Shipped
Globally
100%
Upwork Job Success
Top Rated Plus
5.0
Clutch · 10 reviews
4.89
GoodFirms · 104 reviews
Boards are asking why AI pilots stall. The figures below explain why integration and governance, not model quality, are usually the answer.
70%
Of AI high performers report data-related challenges as a major obstacle to capturing value from AI.
80%
AI project failure runs above 80%, twice the rate of non-AI IT work, with poor integration and data readiness at the root.
11% → 26%
The share of organizations with a mature AI governance model in place is projected to more than double in the coming years.
Backed by AI architects and a full-stack integration toolkit, Pinnasys functions as a complete AI integration platform, covering the entire integration lifecycle. From wiring a first model into your CRM to running enterprise-scale governance, every stage below is a real deliverable, not a slide.
We wire AI models and agents into your CRM, ERP, helpdesk, and internal databases through secure, version-controlled APIs. Isolated models become connected services your engineering team can depend on in production.
We embed LLMs, RAG pipelines, and copilots directly into your existing product stack. Our generative AI integration and customization work ships with prompt orchestration and fallback logic, with a clean handoff to your codebase.
Production-grade pipelines handle training, deployment, retraining, and A/B evaluation for every model you ship. Our MLOps work covers model registries, feature stores, and AI/ML data integration pipelines, so performance holds long after the demo ends.
Real-time monitoring tracks accuracy, latency, token spend, hallucination rates, and user feedback across every deployed model. Alerts tie back to the business metrics you actually care about, not an engineering dashboard nobody checks.
Responsible AI frameworks are engineered for GDPR, the EU AI Act, ISO 42001, and your internal risk policy. Our AI compliance work covers audit logs, bias testing, model cards, and approval workflows built to withstand regulatory scrutiny.
We bring intelligence to systems built before AI was a category through integration wrappers, event bridges, and middleware placed around your existing applications. Custom AI integration adds capability without forcing a migration project.
Every stage ends with something you can verify, and each has to earn the next before an integration goes anywhere near production data.
ASSESS
We audit your current systems, data flows, and integration points to find where AI can connect without disrupting what already works. Then we design it: API contracts, pipeline design, authentication, and the governance each connection needs. You leave with a prioritized integration map, costed and agreed before we build.
CONNECT
We wire the models into your CRM, ERP, or database in short cycles, with working connections you can test against real data at every stage. It ships into your environment with monitoring and alerting configured from the first release, so degradation surfaces before your customers do.
VERIFY
Before it carries production traffic, we check it against the map from stage one: are the connections holding, is data arriving intact and on time, does every handoff have an audit trail. If something is not right, it does not get more traffic.
GOVERN
Audit logging, approval workflows, and compliance documentation stay in place while we keep tuning as your systems and regulations evolve. Audit-ready on any given day, and ready for the next system you want connected.
Every one of these started as one conversation about one workflow. Our AI consulting turned it into a live system with numbers the client measured against their own baseline.
30%
More Booked Appointments
2x
Team Productivity

65%
Support Tickets Automated
50%
Faster Exception Resolution

40%
Fewer Project Overrun Incidents
70%
Reduced Contract Review Time

75%
Queries Handled Without a Human Agent
40%
Lower Support Cost per Contact

Trusted by teams who needed AI integration solutions that work under real conditions. Not a custom AI integration promise that delivers nothing.

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.
Before any system gets wired together, a short consulting session tells you what to connect first, what can wait, and what governance a use case actually needs.
Credentials
Our AI deployment services are tailored to the systems, regulations, and workflows of your specific industry.
ERP and MES integration, predictive maintenance sensor pipelines, quality-control system wiring, and supply-chain data connectors.
Explore AI Integration for Manufacturing & Industrial solutionsInventory and order system integration, recommendation engine wiring, payment and fulfillment connectors, and customer data platform syncing.
Explore AI Integration for Retail & Ecommerce solutionsPayment gateway integration, fraud detection pipelines, regulatory reporting automation, and real-time transaction monitoring.
Explore AI Integration for Financial Services & Insurance solutionsDocument management system integration, contract repository connectors, matter-tracking API wiring, and compliance audit-log pipelines.
Explore AI Integration for Legal solutionsEHR and clinical system integration, HIPAA-compliant data pipelines, prior-authorization workflow connectors, and patient record interoperability.
Explore AI Integration for Healthcare solutionsFleet and route-planning integration, warehouse management connectors, shipment-tracking API wiring, and supplier data pipelines.
Explore AI Integration for Supply Chain & Logistics solutionsStudent information system integration, learning management connectors, enrollment data pipelines, and assessment platform wiring.
Explore AI Integration for Education solutionsProperty management system integration, listing platform connectors, tenant portal data pipelines, and maintenance-request wiring.
Explore AI Integration for Real Estate solutionsBooking engine integration, property management connectors, guest CRM data pipelines, and loyalty platform wiring.
Explore AI Integration for Travel & Hospitality solutionsAI integration touches your live data and your customers, so trust is the whole game. Five pillars govern every connection, from the first conversation through 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
CCPAEvery integration is delivered by a senior Claude- and AWS-certified team that audits your systems, builds the connections, and stays with you into governance. The same small pod runs from architecture review into production.
Audits your systems, designs the connection architecture, and is your direct point of contact throughout.
Builds and tests the API connections, data pipelines, and middleware that link AI models to your live systems.
Owns the deployment pipelines, monitoring, and drift detection that keep integrated models reliable after launch.

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
A connection that works in a demo is not the same as one that survives production traffic. We build every layer below into each integration, from the API contract to the audit trail.
Build a stronger AI ecosystem with AI integration solutions that connect leading models and platforms while keeping your systems scalable and efficient.
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
RagasPlenty of vendors call themselves an AI integration agency. Here is what separates a connection that survives an audit from one that quietly breaks in six months.
We are an Anthropic Claude Service Partner, and the architects wiring your systems hold Claude Certified Associate, Developer, and Architect credentials.
Every integration ships with an audit trail, an approval workflow, and a named owner from day one, not bolted on after a regulator asks for one.
Middleware and integration wrappers mean your existing systems keep running while they gain AI capability, without a migration project your team never signed up for.
We connect the models and frameworks that fit your stack and build on open standards, so the integration stays portable if your vendor choices change.
Real-time observability on accuracy, latency, and cost means degradation gets flagged before your customers notice, with alerts tied to metrics your business tracks.
Not every connection needs the same level of control. We tell you which integrations are low-risk and which need human approval before you overbuild.
Every certification, ranking, and partnership we highlight is independently verifiable.
Practical guides, articles, and tools to educate you before integrating responsible AI into your systems.
The questions we hear most before an integration engagement starts.
Ask us directlyAI integration wires your models and agents into the systems your business runs on: CRMs, ERPs, helpdesks, and databases. It also covers the data pipelines, authentication, error handling, and monitoring that keep everything stable in production.
Governance scales to your risk, not your headcount. A smaller company handling customer data or financial transactions still needs audit logs and approval workflows, just lighter ones than an enterprise deployment. Deloitte found only one in five companies run a mature governance model regardless of size, so most teams are starting from the same place.
Yes. Legacy System AI Modernisation layers integration wrappers, event bridges, and middleware around applications that predate AI as a category, so they gain AI capability without a rip-and-replace migration project.
We start with an architecture review that audits your current systems and data flows, then map where AI can connect without disrupting what already works. You get a scoped, costed integration plan before any code is written.
Our generative AI integration services embed LLMs, RAG pipelines, and copilots directly into your existing product stack, with prompt orchestration, fallback logic, and a clean handoff to your engineering team.
No. AI consulting builds the roadmap and decides what to build first. AI integration is the engineering work of connecting, deploying, and governing the AI models and agents once that roadmap is underway.
It depends on how many systems need to connect and how much governance the use case requires. Industry-wide, 56% of enterprises report six to eighteen months from intake to production. Tighter integration and governance work compresses that window considerably.
Book a 30-minute discovery call with our AI experts. There's no sales pitch and no obligation, just practical advice, a clear assessment of your current systems, and actionable recommendations for your next steps.
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 callOr email us directly on
hello@pinnasys.com