How I Build AI-Native RevOps

Scores and routes inbound leads against ICP criteria, ensuring fast and accurate ownership assignment without any manual triage.

Tracks movements, events, and public appearances of key decision-makers (C-level and government leaders), enabling highly contextual outreach.

Combines LinkedIn signals and internal data to detect stakeholder role changes, triggering real-time alerts to the sales team the moment it happens.

Automates research on target institutions and organizations: leadership profiles, recent meetings, public statements, and Executive Committees. Removes all manual prep work and feeds directly into the Stakeholder Map Builder.

Tracks macro signals that influence government deals: budget cycles, elections, cabinet reshuffles, policy announcements, and donor funding flows. Flags timing risks and opportunities per deal.

Generates tailored country proposals from a base template, then audits drafts for gaps, weak arguments, and missing evidence using institutional knowledge.

Flags risky clauses and unclear obligations in contracts, producing concise briefs for legal and finance teams before anything is signed.

Dynamically builds pricing models based on deal scope (schools, teachers, solution type), flags risks, routes for approval, and syncs directly with CRM via AI research + internal knowledge.

Converts raw call notes into structured CRM updates, pipeline narratives, and board-ready summaries, automated across regions. Records, transcribes, and writes straight into Pipedrive. Zero manual entries.

Synthesizes stakeholder map, past interactions, risks, and political context. Suggests next best actions, messaging, and sequencing. Simulates "what could go wrong" before key meetings.

Identifies at-risk deals (inactivity, stalled stages) and recommends next actions, adapted to a low-volume enterprise environment where every deal matters.

Analyzes every won/lost deal, extracts reasons, patterns, and decision drivers. Feeds insights back into the proposal engine and builds a proprietary "how we win" playbook over time.

Maps decision-makers, influencers, blockers, and champions within target institutions, including relationships, synced with CRM. Combines external research with internal notes.

Turns a call transcript into a one-page debrief: what was agreed, what's still open, and what changed in the deal. Ready to share with leadership within minutes of hanging up.

Pulls together all actions from all meetings across a deal. Flags what's overdue, who owns what, and automatically feeds the weekly BD sync agenda.