PursuitAgent
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Pursuit teams need more than generic AI

Run every pursuit from evidence to answer.

PursuitAgent turns RFPs, past proposals, security docs, and win-loss evidence into a grounded pursuit workspace that drafts with citations instead of plausible fiction.

Take the pursuit tour Get started

Every generated claim shown here must resolve to a source.

uncited answers
0

Grounded-AI Pledge invariant

source clicks
3

Typical reviewer verification path

analysis target
90s

inside trial workspaces

PursuitAgent dashboard with mock demo workspace data

Built for high-stakes proposal work

  • Source-linked answers

    Every draft ties back to approved RFP and knowledge-base evidence.

  • Human approval gates

    Reviewers stay in control before claims move into a submission.

  • Role-based access

    Separate permissions for writers, reviewers, admins, and executives.

  • Audit-ready workflows

    Track what changed, who approved it, and which source supported it.

  • Private knowledge bases

    Keep customer, security, and proposal material scoped to your team.

  • Enterprise security review

    SSO, data separation, and deployment controls are part of the path.

Pursuit work breaks when qualification, evidence, drafting, and review live in separate tools. PursuitAgent keeps the whole response motion in one cited workspace.

Product spine

The same four stages your team already works through.

The marketing IA now matches the app: ingest the opportunity, maintain the source library, analyze fit and risk, then draft with citations. No feature-card soup.

01 47 requirements mapped

Intake

Turn a messy pursuit into structured work.

Extract requirements, attachments, compliance language, and submission rules before the kickoff meeting.

Explore Intake
02 3 cited source blocks

Library

Retrieve from approved sources only.

Search past proposals, security docs, policies, and review notes with ownership and freshness visible.

Explore Library
03 Bid-fit gate before draft

Analyze

Know what to pursue before you draft.

Score fit, expose risk, and route questions to the right reviewer while there is still time to qualify out.

Explore Analyze
04 0 uncited answer policy

Draft

Ship cited answers reviewers can trust.

Generate draft responses with source trails, evidence links, and reviewer context already attached.

Explore Draft

Why it feels different

Evidence is the interface, not a footnote.

1

Every answer cites a source.

The draft is incomplete until each claim points to approved content.

2

Reviewers see provenance first.

The UI favors source clicks, freshness, and ownership over AI flourish.

3

Outcomes stay auditable.

Metrics on the site need captions, dates, and a path to methodology.

Customer outcomes, with methodology.

Every number on this site links to the case study that produced it. No unsourced claims — ever.

2.1× RFPs submitted per quarter

Provisional benchmark · federal contractor

Moved from a shared-drive KB to PursuitAgent. Same proposal team now responds to twice the pipeline without missing a deadline.

Provisional benchmark — methodology pending

The Grounded-AI Pledge

Your responses never come from the model's training data.

Every answer PursuitAgent drafts links to the exact source document — in your KB, with the page number. It's in the contract: we will never change this policy without 90 days' notice, and you can terminate without penalty if we do.

Read the pledge

Product tour

Walk through the four-stage workflow.

The public tour walks through the same lifecycle as the app: ingest source material, maintain the library, analyze the RFP, and draft with citations.

Open product tour Try Analyzer
PursuitAgent proposal builder page with demo proposal workflow

Built for every seat on the deal.

Five personas, one workspace. Each gets a dedicated playbook.

RFP & Bid Managers

Drowning in RFP volume, stitching answers from email threads and shared drives.

Playbook

Sales Engineering & Presales

Security questionnaires eating the week. Trust the AI — but only if it cites sources.

Playbook

Proposal Writers & Agencies

Craft-quality bar. Multi-client workflows. No room for generic templates.

Playbook

InfoSec & Compliance

Vendor questionnaires, DDQs, SOC-2 audits. Every answer needs proof.

Playbook

Revenue & Sales Leaders

Win rate, deal velocity, ACV. Need outcomes, not another tool.

Playbook

Starts with the source material you already have.

Upload the documents your team already trusts. PursuitAgent extracts, tags, cites, and reuses that material inside the proposal workspace.

  • Past proposals
  • Active RFPs
  • Security questionnaires
  • Statements of work
  • Case studies
  • Policy documents
  • PDF
  • DOCX
  • XLSX
  • Markdown
  • Plain text
  • Exported content

Before and after PursuitAgent.

What the pursuit week looks like in the spreadsheet era vs. in PursuitAgent.

Without PursuitAgent With PursuitAgent
Past proposals buried in shared drives One searchable KB your whole team can cite
Generic ChatGPT drafts that sound like anyone Drafts in your company's voice, with inline source citations
SMEs copy-pasting answers across ten RFPs a month Reusable, versioned content blocks every responder can pull from
Bid/no-bid decisions on gut feel Bid-fit scoring grounded in your win-loss history
Compliance review as the final blocker Every claim traceable to an approved source by default
Every RFP starts from zero Every RFP compounds — win themes, tone, structure all carry forward
Proposal analytics living in spreadsheets Win rate, response time, theme effectiveness — in one dashboard
Signing up means a 30-minute demo call Start a trial workspace. Upload source material. No credit card.

G2

Not yet listed

Gartner Peer Insights

Not yet listed

SOC 2 Type II

Audit in progress

GDPR

Ready

Grounded-AI Pledge

Contractual

Go deeper.

The library we wish had existed when we started writing proposals.

All resources →

Research

RFP market and tooling research

Field notes on RFP volume, proposal tooling, DDQ patterns, and grounded AI evaluation.

Templates

50 starter proposals by industry

SaaS, consulting, AEC, federal, healthcare, financial services, and more. All free.

Blog

RFP craft, AI grounding, win-theme research

30+ posts at launch on the practice of proposal writing in the AI era.

Procurement questions, answered.

  • How is PursuitAgent different from using ChatGPT with my documents?
    Generic AI drafts answers from everything it was trained on. PursuitAgent drafts answers only from documents you've approved, with inline citations showing which block of which file the answer came from. Your compliance team can verify every claim in one click.
  • What happens to the proposals I upload?
    Workspace files are processed for extraction, retrieval, citations, and drafting. You control workspace access, export, and deletion. We never use your uploads to train any model. See /trust/analyzer-privacy for the full policy.
  • Do I have to migrate my existing knowledge base?
    No. Most teams start by uploading their last 3–5 winning proposals. PursuitAgent extracts reusable content blocks and builds your KB from there. You can add more over time; the KB compounds as you ship bids.
  • What source material can I use at launch?
    Today, PursuitAgent works from files and source material you upload into a workspace: past proposals, RFPs, questionnaires, SOWs, case studies, policy docs, PDFs, DOCX, XLSX, Markdown, and plain text. Native CRM, chat, and content-system connectors are not generally available yet.
  • Can I evaluate PursuitAgent without a sales call?
    Yes. Start a 14-day trial with the full proposal workflow: source ingest, KB creation, RFP analysis, cited drafting, team review, and CRM integrations. No credit card required.
  • How do you handle SOC 2 and GDPR?
    SOC 2 Type II audit in progress with the report expected in Q3 2026. GDPR-ready architecture with EU data-residency roadmap. Full trust surface at /trust/security, plus the contractual Grounded-AI Pledge at /trust/grounded-ai-pledge.
  • What happens after the trial?
    You can convert to a paid plan from the app, export your work, or let the trial expire. Trial workspaces keep their KB, drafts, and citations when converted; no surprise bills are created without checkout.
  • Can I self-host PursuitAgent?
    Self-hosted deployment is available only through enterprise review. Most teams start on PursuitAgent cloud; regulated customers can request dedicated cloud isolation and a deployment review during procurement.

See the pursuit workflow.

Take the 5-minute tour, then start a trial workspace when you're ready to run a real pursuit against your own source material.

Take the pursuit tour Get started