Enterprise AI that works
We build AI agents that run inside your infrastructure—secure, compliant, and working. Not pilots that never deploy.
Built with industry-leading technology
LLMs
OpenAI
Claude
Gemini
GrokFrameworks
LangChain
CrewAI
LlamaIndexCloud
AWS
Azure
GCPVector DB
Pinecone
ChromaDBMost AI projects fail the same way
They start with hype. They end as shelfware—custom GPTs and chatbots nobody uses after the first month. Pilots that never deploy. Tools that sit outside your workflow, waiting to be remembered.
The pattern is predictable: impressive demo, IT rollout, initial enthusiasm, then silence. Your team goes back to email and spreadsheets because the AI didn't actually fit how they work.
Strategy meets engineering
We combine 100+ years of combined McKinsey experience with hands-on software engineering. We don't just tell you what to build—we build it, deploy it, and make sure it works.
Every engagement delivers working systems, not slide decks. AI agents running in your environment, processing real data, delivering real outcomes.
What sets us apart
Strategy before code
We define the problem and design the solution before writing a single line.
Agentic systems, not chatbots
Autonomous, long-running agents that monitor, act, and learn. They don't wait for prompts—they achieve outcomes.
Embedded in your workflow
Lives inside email, Slack, databases, CRMs. Not another window to check. Just work getting done.
Domain expertise built in
Deep vertical knowledge in finance, operations, talent and sales. We've seen the patterns—so you don't start from scratch.
The Fabrics
Each Fabric represents a domain where we've built deep expertise and reusable components. Custom solutions, accelerated delivery.
InvestmentFabrics
Investment Research
AI agents for deal sourcing, due diligence automation, market intelligence, and portfolio monitoring.
Learn moreOperationsFabrics
Portfolio Operations
AI agents for reporting automation, KPI tracking, value creation monitoring, and operational dashboards.
Learn moreTalentFabrics
Executive Intelligence
AI agents for talent assessment, executive benchmarking, leadership analytics, and succession planning.
Learn moreSalesFabrics
GTM & Revenue
AI agents for lead enrichment, outreach automation, pipeline intelligence, and customer success.
Learn moreHow we're different
They deliver strategy decks with junior staff execution.
We deliver working systems, senior-led, hands-on.
They build exactly what you ask for.
We bring domain expertise to shape what gets built.
They offer one-size-fits-all solutions.
We build custom on proven architecture.
They have long ramp-up and single-company perspective.
We bring cross-client patterns and deploy in weeks.
Ready to ship production AI?
Let's talk about your specific challenges. 30-minute call, no pitch deck.