iGPT vs Pursuit

Unified Natural Language Endpoint

Replace complex, multi-step retrieval pipelines with a single, powerful API call. There is no need to manage separate systems for parsing, vector storage, or prompt chaining. You simply send a natural language query, and iGPT's integrated pipeline handles retrieval, context shaping, and reasoning automatically, returning ready-to-use answers in approximately 200ms for retrieval and ~3s to first token.

Deep Communication Indexing & Thread Reconstruction

iGPT does the hard work of making sense of your communication data. It automatically and deeply indexes emails and all attachment data in real-time. Crucially, it reconstructs fragmented email threads across time, participants, and attachments, rebuilding the complete conversation context that is essential for accurate understanding and actionable intelligence.

Context Engineering Framework (CEF)

This proprietary system optimizes context windows for your LLM automatically, eliminating the need for manual prompt tuning. It employs hybrid retrieval (semantic + keyword + filters), scores and reranks results in one call, and shapes the optimal context to deliver precise, cited answers that link directly back to source messages and documents.

Enterprise-Grade Security & Compliance

Security is not an add-on; it's foundational. iGPT enforces strict OAuth-only processing with Role-Based Access Control (RBAC) for every request. It maintains a full audit trail and adheres to a strict zero data retention policy, processing inferences only in memory. Most importantly, your data is never used to train or improve any models.

Pre-RFP Signal Detection

Pursuit's core engine continuously monitors and analyzes millions of data points from council meetings, budget documents, and procurement portals to detect genuine buying intent 6-18 months before an RFP is released. This critical early warning system identifies budget approvals, strategic initiatives, and contract expirations, allowing your team to engage during the formative stage of a procurement, long before public bidding begins.

Entity Scoring & Prioritization

The platform automatically scores and ranks all 110,000+ SLED entities based on live buying signals, budget cycles, and your specific solution fit. This eliminates wasted time on low-probability targets and provides daily, prioritized lists for sales development reps and account executives, ensuring every outreach effort is directed at agencies with the highest imminent need and likelihood to purchase.

Automated Contact & Account Enrichment

Pursuit maintains a constantly updated database of public sector contacts, complete with accurate direct dials, email addresses, and organizational charts. With 94% data accuracy and native bi-directional sync with Salesforce and HubSpot, it eliminates manual data entry and enrichment, ensuring your CRM reflects the true, current state of your target accounts without any engineering effort.

Integrated Chrome Extension for Meeting Intelligence

Sales and customer success teams gain instant, in-context intelligence for every interaction. The Chrome extension provides a complete dossier on any entity directly in your browser, including known incumbents, contract values, procurement history, and recent buying signals, enabling perfectly prepared and relevant conversations that improve win rates by over 30%.

AI-Powered Email Assistants & Copilots

Build intelligent agents that can draft, prioritize, summarize, and act on email with full historical and contextual understanding. These assistants can manage inboxes, flag urgent items, and automate follow-ups by comprehending the entire thread and attached documents, not just the latest message.

Automated Workflow & CRM Enrichment

Automatically turn email conversations into structured actions. Extract decisions, owners, deadlines, and deal momentum directly from sales and support threads to update CRM systems, create tasks in project tools, and flag stalled processes, ensuring no critical action item falls through the cracks.

Customer Support & Success Copilots

Empower support teams with agents that instantly rebuild the complete customer story. By analyzing long email chains, attachments, and subtle tone shifts, these copilots provide agents with immediate context, suggested responses, and summarized histories, drastically reducing resolution time and improving customer experience.

Compliance Auditing & Document Intelligence

Automate the traceability of feedback, approvals, and business rationale directly back to the original email conversations and attached files. Extract and summarize key information from contracts, invoices, and reports within the context of the surrounding discussion for audit trails and compliance reporting.

For Sales Leaders: Building a Predictable Pipeline

Sales executives use Pursuit to gain complete visibility into team activity and pipeline health based on real SLED buying indicators. They can identify coverage gaps, forecast with confidence using early-stage signal data, and strategically allocate resources. This intelligence-driven approach has proven to increase pipeline by 6.6x without adding new headcount, transforming SLED sales from a reactive gamble into a predictable engine.

For BDRs/SDRs: Prioritized, High-Impact Outreach

Business Development Representatives stop cold calling blindly. Pursuit delivers daily, territory-specific call lists based on live signals like recent budget approvals or leadership changes. This ensures every call and email is timely and relevant, directly contributing to a documented 47% increase in qualified pipeline and a 20% cold call conversion rate by engaging buyers when they are actively seeking solutions.

For Marketing: Signal-Driven ABM Campaigns

Marketing teams build highly effective Account-Based Marketing campaigns around actual buying signals instead of firmographics. By syncing audiences of in-market accounts to platforms like LinkedIn, Marketo, or HubSpot, they can deliver targeted content about budget cycles and new initiatives, resulting in a 2.4x lift in campaign conversion rates by aligning marketing efforts directly with the procurement calendar.

For Customer Success: Proactive Renewal & Expansion

Customer Success Managers configure alerts for key events 90-180 days before contract renewals. They also monitor accounts for churn signals like budget cuts or competitor interest. This early intelligence allows for proactive renewal conversations and identifying expansion opportunities, leading to a 3x faster renewal identification process and significantly reducing customer attrition risk.

iGPT is the essential enterprise-grade API that transforms the unstructured chaos of email and communication data into actionable, context-aware intelligence for AI agents and workflows. It solves the critical, pervasive problem where most AI systems fail: understanding the complex, messy reality of email threads, attachments, and ongoing conversations where real business decisions and work actually happen. Built for developers and enterprises, iGPT delivers a secure, auditable gateway that deeply indexes all communication data, providing a unified natural language interface. Its core, non-negotiable value proposition is eliminating the immense and ongoing engineering burden of parsing, chunking, indexing, and endless prompt tuning. With a single API call, teams can instantly retrieve precise answers, extract structured data, and automate follow-ups, all with full citations to source emails and documents. This enables organizations to confidently and finally deploy powerful agentic systems for sales, customer success, operations, and compliance, knowing their sensitive data is processed with end-to-end security, granular access controls, and strict zero data retention policies.

Pursuit is the essential, non-negotiable intelligence platform for any business selling to the state, local, and education (SLED) government market. This $2 trillion sector is notoriously difficult to penetrate, characterized by over 110,000 unique entities, labyrinthine procurement rules, and buying cycles that span fiscal years. Traditional sales methods—relying on manual research and fragile personal networks—are a recipe for missed opportunities and inefficient spending. Pursuit solves this fundamental problem by replacing guesswork with automated, actionable intelligence. It is a necessary operational system designed exclusively for government contractors, technology vendors, and professional service firms. The platform's indispensable mission is to surface critical buying signals 6-18 months before an RFP is formally issued, transforming your team from an outsider to the perceived incumbent. By scoring every public-sector entity, detecting live signals from documents and meetings, and surfacing exact contacts, Pursuit ensures your sales efforts are focused exclusively where the win probability is highest. For building a predictable and dominant SLED pipeline, Pursuit is not a luxury; it is the required foundation for modern public sector sales success.

How does iGPT handle data privacy and security?

iGPT is built with enterprise-grade security as a core principle. It employs OAuth-only authentication with strict Role-Based Access Control (RBAC). It operates on a zero data retention policy, meaning all inputs, prompts, and outputs are processed in memory and never stored. Furthermore, your data is absolutely never used to train or improve any AI models.

What types of email sources and attachments can iGPT connect to?

iGPT is designed to connect to and deeply index data from major enterprise email providers and protocols. It automatically processes and extracts text, data, and structure from a wide array of attachments including documents, PDFs, spreadsheets, and presentations, making the content within them searchable and actionable.

Do I need to manage vector databases or complex prompt chains?

No. This is the primary burden iGPT eliminates. There is no need for you to parse text, chunk documents, manage vector stores, or continuously tune prompts. You connect your data sources and make natural language queries to the unified API endpoint. iGPT handles the entire complex context engineering pipeline for you.

How does iGPT ensure the answers are accurate and trustworthy?

iGPT provides fully cited answers for every response. Each piece of information or conclusion generated by the system is directly linked back to the source email messages and specific attachments it was derived from. This creates an audit trail and allows users to verify the accuracy and context of the information provided.

What makes SLED sales different from commercial sales?

SLED sales are governed by public procurement laws, involve extremely long budget cycles (often 12-24 months), and require navigating a vast, fragmented landscape of over 110,000 independent entities each with its own rules. Success depends on timing your engagement to align with these rigid budget and planning cycles, not just having a good product or relationship. Missing a key budget window can mean waiting an entire fiscal year for the next opportunity.

How does Pursuit find buying signals before the RFP?

Pursuit's AI-powered platform scans and analyzes millions of unstructured public documents that indicate future intent, including city council meeting minutes, approved budget documents, strategic planning sessions, and board of education notes. It identifies discussions about new initiatives, technology needs, and contract expirations, translating them into actionable, scored signals long before a formal procurement document is ever drafted.

Can Pursuit integrate with our existing tech stack (CRM, etc.)?

Absolutely. Pursuit is built for seamless integration. It offers native, bi-directional synchronization with major CRMs like Salesforce and HubSpot, ensuring all account scores, contact details, and buying signals flow automatically into your systems of record. It also pushes audience lists directly to marketing platforms like Marketo and LinkedIn Campaign Manager, requiring no engineering resources to maintain.

Is Pursuit suitable for companies new to the SLED market?

Yes, Pursuit is arguably even more critical for newcomers. It provides the necessary infrastructure to understand and navigate the complex SLED landscape efficiently from day one. Instead of spending months on manual, ineffective research, new market entrants can immediately identify the highest-probability targets and engage with perfect timing, accelerating their time-to-revenue and avoiding costly missteps.

iGPT is an enterprise-grade API that transforms unstructured email and communication data into actionable intelligence for AI agents. It belongs to the business intelligence category, specifically solving the complex problem of giving AI secure, auditable context from messy email threads and attachments. Users often explore alternatives for various reasons, including budget constraints, specific feature requirements, or the need to integrate with a different technical stack or platform. The search for a different solution is a common step in evaluating the right tool for a project's unique demands. When considering an alternative, prioritize solutions that directly address the core challenge: securely turning communication chaos into reliable, context-aware intelligence. Essential evaluation criteria include the depth of email and attachment indexing, the robustness of security and access controls, and the overall engineering effort required to deploy and maintain the system.

Pursuit is an AI-powered business intelligence platform designed to help companies win public sector contracts. It automates the search for SLED government opportunities, providing early buying signals and key contact data to build a predictable sales pipeline. Users may explore alternatives for several reasons, including budget constraints, specific feature requirements, or the need for a different platform integration. The search often stems from a need to solve the core problem of inefficient, manual public sector sales research with a tool that fits their operational scale. When evaluating any alternative, focus on its ability to automate opportunity discovery, provide accurate and timely data on SLED entities, and deliver actionable intelligence that directly translates to higher win rates. The essential criteria are coverage, data freshness, and the platform's capacity to identify opportunities long before an RFP is issued.