The Whole OpenAI Surface, In Production.
Most firms ship you a chatbot. Cirrius ships the whole surface: realtime voice, document vision, advanced reasoning, and custom GPTs. We find the modality that moves your number and put it into production in 90 days. Most engagements reach a Production Readiness checkpoint at Day 30 and a live agent your team owns by Day 90.
Where enterprise OpenAI adoption goes sideways
Three patterns we see in organizations that already have OpenAI, and how we turn each one into production value.
Stuck in the chat box
Teams treat OpenAI as a smarter search box. The workflow that would actually move a number, a voice line, a document pipeline, a reasoning task, never gets built.
We map your full surface area across voice, vision, reasoning, and GPTs, then build the modality with the clearest payback first. Fit decides the build, not whatever is easiest to demo.
Shadow ChatGPT, zero governance
ChatGPT is already in your org through personal logins. No audit trail, no data boundary, no CISO sign-off. The risk is real and invisible at the same time.
We move usage onto ChatGPT Enterprise or Azure OpenAI with SSO, audit logging, data residency, DLP, and a human-in-the-loop policy your security team will actually approve.
Custom GPTs that die at the demo
A custom GPT impresses in a meeting, then breaks the moment it meets real data and real volume. Six months later it is a forgotten tab.
We build on the Agents SDK and Responses API with retrieval, evals, and ownership transfer, so the thing that wowed the room survives production and scales across the org.
Six ways we put the OpenAI surface to work
We do not start a build without a written success definition: a metric, a deadline, and an owner on your side.
Realtime Voice Agents
Voice agents on the OpenAI Realtime API for support lines, scheduling, and field operations. Natural turn-taking, barge-in, and integration into your telephony and Salesforce.
Vision & Document Intelligence
GPT vision for claims, inspections, invoices, and forms. We turn unstructured documents and images into structured, validated data your systems can act on.
Reasoning Automation
Advanced reasoning models for the hard analytical calls. Underwriting, triage, research synthesis, and compliance review that used to require a senior analyst.
Custom GPTs & Assistants at Scale
From one impressive GPT to a governed library your whole org relies on. Built on the Agents SDK and Responses API with evals, retrieval, and version control.
Multimodal Data & Context Pipelines
MCP servers, retrieval, embeddings, and vector stores that feed your text, voice, and vision agents the right enterprise knowledge at the right moment.
Enterprise Governance & Rollout
ChatGPT Enterprise and Azure OpenAI rollout: SSO, audit logging, data residency, DLP, change management, and the human-in-the-loop policy your CISO can sign.
How we deliver
Four phases that take you from scattered OpenAI usage to a governed surface in production.
Map the surface
We inventory where OpenAI already touches your org, shadow ChatGPT included, and where each modality could move a real number. The output is a ranked map, not a vibe.
Build the highest-value modality
Production code for the one workflow with the clearest payback. Voice, vision, reasoning, or a custom GPT, chosen by fit, not by familiarity.
Govern and integrate
ChatGPT Enterprise or Azure OpenAI, audit logging, data classification, and integration into Salesforce, ServiceNow, or SAP. Security runs in parallel with the build.
Scale across the surface
Expand from one live workflow to a governed library of agents and GPTs. Training, role redesign, and change management keep the surface healthy after go-live.
Pick your entry point
Map, launch, and scale. Start where you are.
OpenAI Surface Assessment
We map every place OpenAI could touch your org across all four modalities, score the use cases, and hand you an architecture memo and rollout estimate. Most of the time we finish within 10 days. You keep the memo whether or not you hire us.
90-Day Multimodal Launch
One production workflow live on the modality with the clearest payback, integrated and governed, owned by your team. Designed for Fortune 500 enterprises with at least one system of record (Salesforce, ServiceNow, SAP, or equivalent).
Managed OpenAI Optimization
Monitoring, cost control, eval improvement, and governance updates, plus a steadily growing library of agents and GPTs. The surface gets sharper, cheaper, and safer the longer it runs.
Most firms ship a chatbot. We ship the whole surface.
Where the surface pays off
Six production patterns we have shipped, each led by the OpenAI modality that fits the work.
Service & scheduling lines
Realtime voice agents that handle inbound support and booking for consumer and healthcare operations, with live handoff to a human.
Claims, inspections & intake
Document and image pipelines that read invoices, forms, and field photos for insurance, manufacturing, and energy, then validate and route the data.
Underwriting, triage & review
Advanced reasoning models for the hard analytical calls in healthcare and financial operations, with a documented chain a reviewer can audit.
Sales & knowledge copilots
Governed GPT libraries for high-tech and consumer teams: technical sales support, internal knowledge, and product help that scales past the demo.
Technical & field support
Retrieval over manuals, schematics, and tickets for manufacturing and energy, surfaced through text and voice for the technician on site.
Operations across systems
Multi-step agents that act across your systems of record, moving work through Salesforce, ServiceNow, or SAP with humans on the approvals that matter.
Why teams run OpenAI with Cirrius
The credentials, the proof, and the production track record.
We run executive agents built on OpenAI models in production every day: research analyst, strategic advisor, and knowledge-work assistant, working alongside senior leaders across the full range of executive tasks. Behind that delivery, our founder has completed all five OpenAI Partner University practitioner certifications, spanning AI technical, AI sales, API deployment, ChatGPT deployment, and Codex, and the rest of our team is moving through the same program.
We also run a full Anthropic practice. Two model families, one delivery team, and the model chosen by fit. See our Claude Partner Network page.
Map your OpenAI surface area
Tell us where you are. We’ll show you the modality with the fastest payback, with a real person who can read an architecture diagram, within one business day.
Start with a surface assessment.
Four fields. A response within one business day from someone who can read an architecture diagram.
Ready to put the whole OpenAI surface to work?
Current intake is open. Bring us the workflow you want live this quarter.