Managed AI Infrastructure for B2B
AI Infrastructure
as a Service
We design, deploy, and run production-grade AI agent swarms across your business, wired into a shared context engine that learns from every call, campaign, and deal. You get one managed system that runs on simple usage credits, with no new tools to adopt and no API keys to manage.
400+
Company GTM stacks configured
5x
Operator efficiency gain
60¢
Average cost per agent run
100%
Managed, human in the loop
Built for B2B Growth Teams
We partner with driven teams that know AI matters but are stuck in pilot purgatory, having run an AI pilot here and a chatbot there with nothing deployed as real infrastructure. We build the system, own the architecture, and run it alongside you, so you do not have to keep up with a landscape that changes every week.
High-Growth B2B Companies
Scaling fast and ready to add operational leverage without adding linear headcount
Revenue & Operations Leaders
CROs, VPs of RevOps, and founders who own the growth number and want a system, not another dashboard
Teams Stuck in Pilot Purgatory
Ran the AI pilots, saw the promise, and are ready to move from pilots to production
AI Infrastructure Is Not Something
You Deploy Alone
Consultants hand you a deck, dev shops build a tool, and CRM partners configure a database, but each one solves a single slice. Real infrastructure connects strategy, technology, and operations into one system that someone actually owns and runs.
Management Consultants
Strategy decks, frameworks, recommendations
Cannot build or run the technology they recommend
AI / Dev Agencies
Build custom AI tools and integrations
Do not understand GTM operations or RevOps
CRM Partners
Configure Salesforce and other CRMs
No agent orchestration or context engine behind it
In-House Hires
Deep company context, dedicated focus
6-month ramp, $200K+ loaded cost, single point of failure
Flywheel Consultancy
RevOps consulting and production-grade agent infrastructure, wired into a context engine and run as one managed service.
We pair a decade of RevOps work and 400+ CRM and GTM deployments with agent swarms that feed a shared context engine, the layer where every agent shares what it knows and improves off real results. The front-end demo is easy. The back-end wiring is the moat, and it is the part we build.
Where We Start
Your Go-to-Market AI Infrastructure, Deployed First
Every engagement starts with the GTM swarm, because that is where the return shows up fastest. These four swarms run as one interconnected system feeding a shared context engine, not a stack of tools that each live in their own tab.
Sales
A signal agent watches your ICP for hiring, funding, and tech-stack moves, hands warm accounts to a prospecting agent for enrichment, and feeds an outreach agent that writes sequences in your voice, all while keeping the CRM clean behind it.
- Signal monitoring & lead scoring
- Enrichment & outreach sequencing
- Pipeline hygiene, 24/7
Marketing
Signal, SEO, content, and analytics agents run as one loop: the signal agent surfaces what to say, the content agent drafts it in your brand voice, the SEO agent optimizes it, and the analytics agent tracks what actually performed.
- Content in your brand voice
- SEO and AEO optimization
- Performance tracked and fed back
Customer Success
Health scoring, churn detection, onboarding, and renewal prep, watching engagement signals so your team hears about an at-risk account weeks before the renewal instead of the week of.
- Real-time health scoring
- Early churn detection
- Onboarding and renewal prep
Operations
Data quality enforcement, automated reporting, and process monitoring that keep the source of truth clean, because agents are only as good as the CRM data they act on, and we have cleaned up 400+ CRMs.
- Data hygiene and dedup
- Automated reporting
- Process and integration monitoring
Where We Expand
Then We Scale Across Every Function
Once the GTM swarm is running in production, we extend the same agent infrastructure across finance, HR, legal, IT, and executive operations, all under one managed service and billed on the same usage credits, so you are never stitching separate vendors together.
Finance & Accounting
Invoice tracking, overdue alerts, revenue analytics, expense monitoring, and financial reporting pulled from your books.
People Ops & HR
Candidate screening, onboarding workflows, engagement tracking, and policy compliance.
Legal & Compliance
Contract parsing, compliance monitoring, SOP enforcement, and risk flagging.
IT & Infrastructure
System health monitoring, integration management, security alerting, and vendor tracking.
Executive Intelligence
Board deck generation, KPI dashboards, market intelligence, and planning support.
From Foundation to Autopilot
A clear, repeatable path from the first onboarding to fully managed infrastructure, with no black box and no handoff back to your team to figure out the operating model on your own.
Foundation & Phase 0
We embed as your RevOps partner, restructure your CRM into a clean source of truth, and stand up the context engine behind it. Phase 0 is included in onboarding, not a separate line item.
First Swarm Deployed
We build and deploy your first agent swarm into the tools your team already uses, usually sales or marketing, because that is where the return on agent infrastructure shows up first.
Managed Service & Expansion
We run the infrastructure, tune each agent against real results, and expand the swarm across new functions, so the system grows with the business and gets smarter every month without adding headcount.
Ready for AI Infrastructure
That Runs Itself?
Stop stitching together scattered AI tools and point solutions and start running one managed system where a RevOps partner owns the design, the deployment, and the ongoing operations. It runs on managed agents behind the scenes, stays human in the loop, and bills on simple credits with no API keys to hand over.
Book a Discovery Call