Production AI for real businesses

Where teams ship AI that actually runs the business

The fastest way to move AI from idea to production. Automation, integrations, copilots and secure cloud infrastructure — designed, shipped and operated by a senior team.

NLead Automation
Operational
Runs · today
1,284+12%
Auto-resolved
98.4%+0.6pt
Avg latency
3.7s−1.2s
SourceSystemStatusTime
acme.com / pricing formHubSpotRouted → AE Lina2s
globex.io / demo requestSalesforceAuto-replied6s
support / level-1KB AgentResolved11s
linkedin / inboundPipedriveEnriched + scored13s

Powering ops teams at fast-growing companies in tech

AWSGoogle CloudOpenAIAnthropicSalesforceHubSpotZoho
Why we’re different

We build AI that works beyond the demo.

Most AI work stops at “interesting.” We ship the system after — the one that runs inside your business, integrates with your stack, and moves the metric you actually care about.

What others ship

The demo.

Built for the pitch. Falls apart the moment a real user, real data or real edge case touches it.

  • Looks great in a Loom video
  • Hard-coded for the happy path
  • Slides claiming '10× faster'
  • Hand-waves on security & cost
  • Production-ready next quarter
What we ship

The system.

Built to run. In your cloud, on your data, with integrations already wired — and the dashboards to prove it’s working.

  • Runs against real data, real users
  • Branching logic + AI decisioning
  • Live dashboards with the actual numbers
  • SOC-grade cloud architecture
  • Shipped in 6 weeks · yours to keep
30+
Systems shipped
94%
Clients re-engage
5.2
Avg per engagement
0
Incidents · 12 mo
<48h
Brief → first deploy
Workflow · Lead inbound
Live
  1. 1
    Trigger
    POST /forms/contact
  2. AI Enrich
    Score + classify intent
  3. 3
    CRM
    Upsert into HubSpot
  4. 4
    Notify rep
    Slack DM with brief
  5. 5
    Complete
    3.7s end-to-end
Last run · 2s ago1,284 today
Automation

Connect your stack. Automate the busywork.

Lead capture, CRM updates, inquiry routing, approvals, internal notifications — orchestrated end-to-end inside your existing tools.

  • 150+ integrations out of the box
  • Branching logic with AI decisioning
  • Live observability + alerting
  • Audit-grade run history
Model Router · Prod
Healthy
RoutesModelsEvalsCosts
/chat/supportclaude-sonnet640ms$0.0012
/chat/salesgpt-4.1-mini420ms$0.0008
/agents/researchclaude-opus1.8s$0.014
/embed/docstext-embed-3120ms$0.0001
AI Platforms

Ship AI products on infrastructure that scales.

From model orchestration to auth, billing, eval and infra — we build the full stack so your AI product can launch and grow without rebuilding it.

  • Multi-model routing (OpenAI · Anthropic · open)
  • RAG with your data, no leakage
  • Auth, billing, usage metering
  • Deployed on AWS or Google Cloud
Customer story
Brightline Finance·Fintech

Replaced a 14-step manual ops process with an AI-routed workflow.

Brightline’s ops team was drowning in inbound. We mapped the full lifecycle, designed an AI router on top of their CRM, and shipped a production system on GCP in six weeks. Today it resolves 4 in 5 tickets without a human touching them.

Read the full case study
82%
Inbound tickets auto-resolved
from 0% baseline
4.2s
Avg lead routing time
down from 14 min
$340k
Annual ops cost saved
first 12 months
GCPHubSpotAnthropic
The difference

We don’t sell demos. We ship operating systems.

Most agencies hand over a Figma file and a slide deck. We hand over running infrastructure — code in your repos, deployed in your cloud, monitored, documented, and yours to keep.

Built for real business ops

No hype-driven demos. Every system we ship measurably improves an actual workflow — tickets resolved, leads routed, hours returned.

Enterprise-ready

Secure cloud-native architecture, hardened access controls, audit-grade logging from day one.

End-to-end

Strategy → architecture → engineering → deploy → operate. One team, one accountability line.

Built around you

Every business operates differently. We design around your workflows — never generic templates.

AI + Automation + Infra

One discipline: model orchestration, workflow automation and cloud infrastructure — unified.

How we work

Five steps from brief to production.

Engagement

A typical Build engagement runs 4–8 weeks.

We start tight on Week 1, ship in slices through Week 5, then operate alongside your team for 30 days post-launch.

  • 01

    Discovery & Strategy

    We map your workflows, bottlenecks and business goals — and identify where AI creates real leverage.

    Week 01
  • 02

    System Design

    We design automation architecture and AI workflows tailored to your operations and data.

    Week 01–02
  • 03

    Development & Integration

    We build the platform, integrate APIs, CRM systems, and automation pipelines.

    Week 02–05
  • 04

    Deployment & Security

    Your solution is deployed securely on AWS or Google Cloud with hardened access controls.

    Week 05
  • 05

    Optimization & Scaling

    We continuously improve performance, workflows, and operational efficiency.

    Ongoing
Real business automations

What we’ve built before — what we can build for you.

Lead Automation
<4s
Route time

Inquiry → CRM → Sales notification

A unified pipeline that captures every website inquiry, enriches it, routes it into your CRM and pings the right rep before the user closes the tab.

WebsiteEnrichCRMNotifyFollow-up
AI Support
84%
Auto-resolved

Knowledgebase-grounded chatbot

A site-wide AI assistant connected to your knowledgebase and CRM that resolves tickets, books calls, and escalates only when it matters.

SiteRAGKBCRMHuman
Ops Dashboard
5→1
Tools consolidated

Real-time operations cockpit

One dashboard for approvals, tasks, workflows, and reporting — replacing five tools and a Slack channel.

WorkflowsApprovalsTasksReportsAlerts
AI SaaS
AWS / GCP
Cloud-native

Production-grade AI product

Launch your AI product on a secure, scalable foundation — auth, billing, model orchestration and infra, ready to grow with you.

ModelAPIAuthBillingScale
What teams say

Trusted by teams who needed it working — not just demoed.

We came in with a Notion doc full of half-baked ideas. Six weeks later we had a production AI assistant grounded on our knowledgebase. Genuinely operational, not a demo.

Alex Karim
Head of Engineering · Northwind SaaS

They redesigned our entire intake flow. Our SDRs no longer chase enrichment, the AI handles 80% before a human ever sees it. Pipeline velocity is up almost 2×.

Jamie Mendez
VP Revenue · Lumen Health

The thing that sold us was the cloud architecture review. They flagged three things our own team had missed. The platform they shipped has been zero-incident since launch.

Priya Shah
CTO · Verde Logistics
Recently shipped forNorthwindLumen HealthVerdeBrightlineHalo OS
Common questions

The honest answers, up front.

Still unsure?

Ask us anything — even before you sign up.

We’ll review your workflows, map an architecture and tell you honestly whether you need us — or just a better Zapier.

Book a 30-min call
Avg reply within 4h
  • Sprints run two weeks. A full Build engagement is usually 6–8 weeks from kickoff to production, depending on integrations and data. Operate retainers are month-to-month.

  • We build on top of what you have. Salesforce, HubSpot, Zoho, SAP, Postgres, BigQuery, your internal systems — we integrate, we don't replace. The point is leverage, not lock-in.

  • Whichever fits the task: Claude, GPT, Gemini, open-source. Most production systems we ship use a router so each workflow uses the most cost-effective model for that decision.

  • You do. Everything is deployed into your AWS or GCP account, the code lives in your repos, and we hand off documentation. We're a partner, not a hostage situation.

  • Cloud-native security from day one. Private VPCs, KMS-managed secrets, audit logging, role-based access. SOC 2 / HIPAA aligned where required.

  • Yes — that's our Operate engagement. SLA-backed on-call, monitoring, continuous optimization, and a quarterly roadmap.

  • Sprints start at $8k. Build engagements typically start at $35k and scale with scope. Operate retainers begin at $12k / month. Every engagement is scoped before we start.

Let’s build something

Ready to automate and scale your business?

Let’s build AI systems that reduce manual work, improve efficiency, and help your business operate smarter.

Currently accepting 3 new engagements · Q3
Avg reply < 4h · Mon–Fri