AI That Works
Inside Your Business, Not Alongside It
We don’t sell AI strategies on whiteboards. We architect, deploy, and operate multi-agent AI systems that run in production — integrated with your CRM, your workflows, and your team.
90%
Lead fraud reduction
40%
Audit cost reduction
3
Live agent systems
<60s
Contract analysis time
AI Adoption Starts With
Identifying the Friction
Most organizations know they should be doing something with AI. The challenge is knowing where it creates real, measurable value — and how to get there without a year-long transformation project.
STEP 01
Friction Mapping
We identify where your teams spend time and attention on tasks that a well-designed AI system could handle — with specificity, not generality.
STEP 02
System Architecture
We design the agent pipeline, integration points, and infrastructure before writing a single line of code — intentional, not experimental.
STEP 03
Production Deployment
Built on AWS ECS Fargate with ElastiCache Redis, CloudWatch monitoring, and Slack-native interfaces your team can use immediately.
STEP 04
Measure & Iterate
We track results against the friction points we identified — and refine the system based on what the data shows, not what we assumed.
Multi-Agent Systems
In Production Today
6-agent pipeline for autonomous prospect research — surfaces company intelligence, news, and relationship context before every sales call.
An 8-agent market entry analysis pipeline delivering competitive landscape assessment, TAM sizing, and strategic recommendations — autonomously, on demand, in Slack.
A 6-agent pipeline that processes NDAs, SOWs, and MSAs — extracting key terms, mapping obligations, flagging risks, and identifying missing provisions in under 60 seconds.
AI-powered lead scoring and routing built directly inside Creatio CRM — analyzing inbound leads for quality signals, intent, and fit before they reach your sales team.
What We Can
Build For You
AGENT_ORCHESTRATION
Friction Mapping
We identify where your teams spend time and attention on tasks that a well-designed AI system could handle — with specificity, not generality.
DOC_INTELLIGENCE
System Architecture
We design the agent pipeline, integration points, and infrastructure before writing a single line of code — intentional, not experimental.
VOICE_CRM
Production Deployment
Built on AWS ECS Fargate with ElastiCache Redis, CloudWatch monitoring, and Slack-native interfaces your team can use immediately.
KNOWLEDGE_BASE
Measure & Iterate
We track results against the friction points we identified — and refine the system based on what the data shows, not what we assumed.
MEETING_INTEL
Measure & Iterate
We track results against the friction points we identified — and refine the system based on what the data shows, not what we assumed.
AI_STRATEGY
Measure & Iterate
We track results against the friction points we identified — and refine the system based on what the data shows, not what we assumed.
Numbers, Not
Narratives
90%
Reduction in fraudulent & nuisance leads
AI-powered lead qualification deployed inside Creatio CRM for a large manufacturing company. Real-time scoring and routing eliminated junk before it reached the sales team.
40%
Reduction in audit labor costs
Intelligent document processing and automated workflow integration for a large Preferred Provider Organization — cutting the manual review burden that previously required specialist time.
How We Work
With You
Discovery
Understand your workflows, pain points, and where time is being lost
Design
Architect the agent pipeline and integration points before any code is written
Build
Develop on AWS with Slack-native interfaces and CRM integration baked in
Deploy
Production deployment with monitoring, logging, and failover configured
Measure
Track results against defined friction points and iterate based on data
Let's Talk About
Where the Friction Is
You don’t need a transformation initiative to start. You need to identify one workflow where AI creates measurable value — and build from there. That’s how we start every engagement.
Call us: 908-731-7900