Stop building lists. Build customer maps.
Your sales and recruiting teams are drowning in disorganized data and manual workflows. We build AI-native systems that organize every signal, every relationship, and every opportunity into actionable intelligence. From discovery through revenue.
Your best people are drowning in busywork that AI can handle.
Sales teams waste hours on list building and data entry instead of selling. Recruiters spend their day manually sourcing and screening instead of building relationships. Revenue operations teams reconcile data across systems instead of driving strategy. We redesign the entire workflow around AI, keeping humans focused on what creates value: judgment, relationship-building, and closing deals.
Discover → Design → Build → Deploy → Govern → Train → Optimize
Discover
Design
Build
Deploy
Govern
Train
Optimize
01 Discover Friction
We map your entire GTM and recruiting workflow: how leads come in, how they're organized, how decisions get made, where data lives, what's manual, what's broken. We find the repetitive work, the inconsistencies, the bottlenecks that cost you revenue and time.
• Friction and bottleneck analysis
• Data audit (CRM, email, docs, spreadsheets)
• Manual vs. automatable task breakdown
• Revenue impact assessment
See the thinking behind the work.
Turn scattered signals into customer maps.
Replace fragmented lists and manual research with RAG-powered customer intelligence that aggregates signals from web, docs, email, and systems into a unified view of each prospect's readiness, stakeholders, and next action.
✓ Multi-source signal aggregation (RAG)
✓ Buying signal detection
✓ Stakeholder identification
✓ Engagement sequence generation
100% sourcing coverage on every opening.
Stop manual searching. Deploy AI-native sourcing that continuously finds passive candidates matching your job specs, pre-qualifies them with instant interviews, and routes qualified candidates to your team with full context.
✓ Automated qualification interviews
✓ Candidate scoring & ranking
✓ Multi-channel outreach workflows
✓ Placement tracking & analytics
Make company data usable by AI.
Organize customer docs, proposals, playbooks, and decision records into searchable knowledge. Deploy RAG so your AI systems always cite the source and respect your existing process.
✓ Vector embedding & indexing
✓ Retrieval-augmented generation setup
✓ Source citation architecture
✓ Permission & access controls
Enterprise-Ready Architecture
Multi-Tenant Cloud
Isolated, scalable infrastructure built on AWS/Azure. Your data stays yours. Compliance, security, and auditability built in from day one.
Flexible LLM Strategy
Deploy with Claude, OpenAI, or your model. We architect systems that let you switch without rewriting. Future-proof from day one.
Security & Governance
SOC 2 compliance, role-based access, audit logs, data encryption. Humans always make final decisions. AI suggests, people approve.
We don't hand off. We scale with you.
Operations Retainer
Monthly monitoring, tuning, new automations, and team support. As your business changes, your systems adapt.
Security & Compliance
Ongoing security reviews, audit log analysis, compliance updates, and vendor management. Peace of mind built in.
Training & Adoption
Onboard new team members, quarterly capability workshops, feedback loops. The system scales as your team scales.
Stop building lists. Start building systems.
Let's map your current workflow and identify where AI creates the most immediate revenue impact. Thirty minutes to see what's possible.
Schedule a Friction Assessment