Intelligence Infrastructure
Intelligence Tracks™
on a working chassis.
Pre-built domain widgets. Your systems. Your data.
Your voice. Deployed in your cloud.
Intelligence Infrastructure
Pre-built domain widgets. Your systems. Your data.
Your voice. Deployed in your cloud.
Every output traces back to source data through every layer. Nothing is hidden.
Every Track ends with a human.
Every claim cites its source.
We keep the insight. We don’t warehouse the data.
Koheriant reads every system you connect — CRM, file store, accounting, market data — runs nine layers of verification, and delivers cited intelligence with full provenance. No prompts. No configuration. No black box.
Simulated scenarios across six industry configurations.
Voice Fidelity Score in production testing. Not a prompt match. A latent-space fingerprint measured against blind raters.
Cabinet disagreement rate. When models disagree, outputs are flagged. Never buried. Human reviews the conflict.
Data eviction. Policy-driven temporal governance. Your data has a shelf life and the system enforces it.
of enterprises have adopted AI. Only 6% are capturing value at scale. The rest are stuck in pilot purgatory.
of enterprises have deployed AI at scale across the organization — despite 99% running pilots. Deployment, not experimentation, is the bottleneck.
lost per organization annually to data silos. Employees waste 12 hours/week searching disconnected systems for answers that should be automatic.
ROI achieved by companies with strong data integration vs. 3.7x for those without. The infrastructure layer is the multiplier, not the model.
of manual cross-system analysis replaced per engagement. 9-layer automation reading what your team reads — without the context loss between handoffs.
cost overhead for multi-model verification. Four models deliberate on every output. Not 5x the cost — because token budgets are managed at the convergence layer.
productivity gains by organizations that redesign workflows around AI vs. those that bolt it onto existing processes. Koheriant is the redesign.
industries modeled on the chassis architecture. Domain-specific convergence rules designed for CRE, home services, e-commerce, B2B SaaS, healthcare logistics, and financial services.
of enterprises have adopted AI. Only 6% are capturing value at scale. The rest are stuck in pilot purgatory.
of enterprises have deployed AI at scale across the organization — despite 99% running pilots. Deployment, not experimentation, is the bottleneck.
lost per organization annually to data silos. Employees waste 12 hours/week searching disconnected systems for answers that should be automatic.
ROI achieved by companies with strong data integration vs. 3.7x for those without. The infrastructure layer is the multiplier, not the model.
Koheriant started as internal tooling inside a boutique strategy consultancy. The problem was simple: every client engagement required reading 6–12 systems, synthesizing findings, and delivering insights with provenance. Manual process. 40+ hours per engagement.
We built the chassis to do our own job faster. Then something happened—clients stopped asking for the report. They asked for the system that wrote it.
One deployment. One industry. Commercial real estate — live on the 9-layer chassis before Koheriant ever had a name or a website. The architecture is built to cross industries. The first client proved it works.
The founding team combines enterprise architecture (Salesforce, SAP, HubSpot ecosystems), applied AI research, and operator experience building and selling infrastructure software. We didn’t come from a lab. We came from the field.
Koheriant is now available to channel partners who want to deploy intelligence infrastructure under their own brand—or direct to enterprises ready to stop treating AI as a feature and start treating it as the operating layer.
Architect & Principal
Oxford MBA. A decade at URBN scaling Anthropologie, Free People, and Urban Outfitters across three continents — 140 locations to 400+, $828M to $3B+. COO of The McDevitt Company, a global real estate advisory serving Le Labo, Carhartt WIP, Doc Martens, and Brookfield.
Built Koheriant as internal tooling inside Bureau St. James. The chassis came from needing to read 6–12 enterprise systems per engagement and deliver intelligence with provenance — faster than any team could do manually.
Built so your data finally feels like it belongs here.
ERP sellers. Systems integrators. Platform partners. Embed Koheriant and deploy AI intelligence infrastructure under your own brand.
Become a Koheriant Partner →A Bureau St. James infrastructure product.