01
Your tools don't talk to the models
The value is locked in your CRM, tickets, and documents. Integration is what turns a chatbot into a system that knows your business.
AI integration services
AI integration servicesfor the stack you already run.
The fastest path to value isn't a new platform — it's AI embedded in the systems your team already lives in. We integrate LLMs and AI agents into your CRM, helpdesk, ERP, and internal tools: securely connected to your data, deployed to your infrastructure, maintained by your team.
When this is
the right move.
02
Off-the-shelf AI features fall short
The built-in 'AI assistant' in your SaaS tools doesn't know your process. A proper integration does exactly what your workflow needs.
03
Security review keeps blocking AI projects
Data residency, access control, audit trails. We design integrations that pass review — not ones that route customer data through a black box.
04
A pilot worked, but it lives in a silo
The prototype runs in a notebook or a separate app nobody opens. Integration into the daily tools is what makes adoption automatic.
What you walk away with.
Concrete deliverables — not a deck and a goodbye.
Deliverable · 01
AI embedded in your tools
LLM-powered features inside your CRM, helpdesk, ERP, Slack, or internal apps — where the work already happens.
Deliverable · 02
Data pipelines & retrieval
Your documents and records made available to the models safely — grounding, permissions, and freshness handled.
Deliverable · 03
Security & access design
Role-based access, audit logging, and data-handling boundaries that pass infosec review.
Deliverable · 04
Deployment to your infrastructure
Runs where you run — your cloud, your VPC, your compliance perimeter. With monitoring from day one.
How we work, end-to-end.
A four-step path from the first honest audit to embedded.
- Step i 01
Audit
Two weeks inside your operation. Workflows mapped, leverage points identified, an honest read of what's worth automating.
- Step ii 02
Roadmap
A sequenced plan: what to build, in what order, with what guardrails. Tied to outcomes you can measure.
- Step iii 03
Build
We embed and ship. Real agents, real evaluations, real deployments. Code your team owns at the end.
- Step iv 04
Embed
Hand-off, training, and a 90-day support window. Your team runs the system; we stay reachable.
Common questions.
What do AI integration services include?
Scoping the use case, connecting the model to your systems and data (APIs, webhooks, retrieval pipelines), building the workflow logic and guardrails, security and access design, deployment to your infrastructure, and handoff with documentation. The result is AI working inside your existing tools — not another tab.
Which systems can you integrate AI with?
Most modern stacks: CRMs like Salesforce and HubSpot, helpdesks like Zendesk and Intercom, Slack and Teams, ERPs, data warehouses like Snowflake and BigQuery, and custom internal tools. If it has an API — or even just a database — we can usually integrate it.
How do you handle data security and privacy?
Integrations run inside your compliance perimeter: your cloud accounts, your access controls, audit logging on every AI action. We design what data the models can see, mask what they shouldn't, and document the data flows for your security team before anything ships.
AI integration vs AI implementation — what's the difference?
In practice they're the same engagement. 'Implementation' usually means the full arc — picking the use case, building, and rolling out — while 'integration' emphasizes wiring AI into existing systems. We do both: every implementation we ship is integrated into the tools your team already uses.
How long does an AI integration take?
Focused integrations — say, an AI layer inside your helpdesk — typically ship in 4–6 weeks. Deeper work involving multiple systems and data pipelines runs 8–12 weeks. The audit stage gives you a scoped estimate before you commit.
Other ways we help
AI strategy
AI strategy & roadmapping
Most AI strategy work ends in a slide deck.
Read more Agent developmentAI agent development
We're an AI agent development company that designs, builds, and deploys custom AI agents wired into your real systems — your CRM, your helpdesk, your data warehouse.
Read more AI automationAI automation services
Most of what your team does each week is repeatable: intake, triage, data entry, reporting, follow-ups.
Read more Chatbot developmentAI chatbot development
A chatbot that guesses is a liability.
Read more Team trainingAI training for employees
Tool licenses don't make a workforce AI-fluent.
Read more AI auditAI audit & readiness assessment
Two weeks inside your operation.
Read more
Not sure if this is
the right starting point?
A 30-minute call. Bring the workflow that's hurting most. We'll tell you, honestly, whether this is the right lever — and where we'd start.