Pyra Agent · Proposals

    RFP / RFQ Response AgentWinning drafts, in minutes

    Turn every incoming RFP into an on-brand, ready-to-send draft — trained on the proposals that already close. The agent reads the requirements, pulls your pricing and proof, and writes the response in your format.Result: your experts stop assembling documents and start commanding volume.

    Draft speed
    Minutes, not days
    Day-one quality
    ~80% from your data alone
    Human sign-off
    Experts approve every draft
    Security
    SOC 2 Type II audited
    Who this is for

    Built for teams that live and die by response deadlines

    Proposal & Bid Teams

    Stop rebuilding the same sections by hand. Every draft starts from what already won.

    Estimators & Sales Engineers

    Pricing, specs, and lead times pulled automatically — your judgment goes to the final call, not the assembly.

    Revenue & Ops Leaders

    Respond to more RFPs without adding headcount. 10 responses a day becomes 100.

    What it does

    Drafts your RFP responses — automatically

    Feed it an incoming RFP. It reads the requirements, pulls your pricing and proof, and writes a ready-to-send draft in your format.

    1) Reads the RFP
    Understands requirements, scope, and what the buyer is actually asking for.
    • Parses specs and requirements
    • Handles PDF, Word, and portal formats
    • Per-run overrides: pricing, site, tailoring notes
    • Flags gaps and ambiguities
    2) Uses your knowledge
    Matches every requirement against your knowledge base of winning work.
    • Winning proposals as the core
    • Rate cards and cost inputs
    • Location, site, and capability data
    • Boilerplate, case studies, and specs
    3) Writes the draft
    A complete response in your template — or adapted to the RFP's own structure.
    • Executive summary through pricing
    • Requirement-by-requirement coverage
    • Priced materials, specs, and lead times
    • On-brand voice from your past winners
    4) Delivers it
    A ready-to-send Word document, in minutes — where your team already works.
    • Editable Word doc, formatted for a final human pass
    • Instant notification when the draft is ready
    • Plain-English recap of what it used — and why
    • Nothing to copy-paste
    How it works

    Three moves, from RFP to ready draft

    01 · ingest
    Ingest

    The incoming RFP, plus any overrides you set — pricing, site, tailoring.

    02 · reason
    Reason

    It matches requirements against your knowledge base of winning work.

    03 · generate
    Generate

    A finished Word draft in your format, with a plain-English recap.

    No lengthy integration project. Your winning proposals and their RFPs get the agent to ~80% quality on day one.
    Under the hood

    It writes from your winning work

    The agent's knowledge base is built from your own materials — with past winners as the core.

    core
    Winning proposals

    The core of the knowledge base — the agent learns what already closes.

    Pricing sheets

    Rate cards and cost inputs, so quotes are grounded in your real numbers.

    Locations & sites

    Facility, region, and capability data for site-specific responses.

    Company assets

    Boilerplate, case studies, and specs — reused consistently, never rewritten from scratch.

    Fits every RFP

    Your format — or one shaped to the RFP

    template mode
    Locked to your template

    Keep every response perfectly on-brand and consistent — the agent fills your fixed structure.

    rfp-adaptive mode
    Shaped to the RFP

    The agent builds the structure from the RFP itself — ideal when every buyer asks differently.

    Standard RFPs

    The agent fully drafts — a quick human scan, then send.

    Complex RFPs

    A strong first draft your domain expert reviews and finalizes.

    Proven in production — already drafting complex technical and scientific RFP responses at scale. Read the case study →
    It keeps improving

    Sharper with every draft you approve

    the learning loop
    • 1Draft — the agent generates a response.
    • 2You review — approve, or send it back with notes.
    • 3It learns — your feedback tunes the next draft.

    Reaches ~80% from your data alone — then climbs with every approval.

    built on the best models

    An orchestration layer directs top models — GPT, Claude, Gemini, and open-source — toward exactly what your RFP needs.

    The agent is not the model. The orchestration layer and your knowledge base are where the real expertise lives — model-agnostic and cost-optimized for every task.

    Your team, amplified

    Your experts stay in charge

    The agent clears the assembly work; your people make every call. Adoption is designed in — not hoped for.

    Experts approve every draft

    Nothing ships without your team's sign-off — their judgment is the QA.

    10 a day becomes 100

    Your best estimator stops assembling documents and starts commanding volume.

    Clarity from the top

    The message that works: we're keeping the team — we're cutting the busywork.

    enterprise-grade from day one
    Security your CFO can sign off on
    • SOC 2 Type II audited · regular pen testing
    • Your data never trains the models
    • Client-instanced — strict data segregation
    • AES-256 at rest · TLS 1.2+ in transit
    • RBAC + MFA access · 24/7 threat monitoring
    • GDPR & HIPAA-aligned — DPA available
    See it on your own RFPs

    Start with a no-cost pilot

    We'll build a working agent on your real proposals — so your team can feel the value before any commitment.

    week 1
    Share the essentials

    A few historic winning proposals plus the RFPs they answered, sent securely.

    week 2
    We build the agent

    No integrations, no lift on your side — we ingest and configure everything.

    weeks 3–4
    Your team reviews

    We run 2–3 real drafts; you react, and the agent sharpens from there.

    Your team's total time: a few hours of expert review — we handle everything else. When you're ready to run it for real: fully managed and monitored, $1,900/month per agent.
    FAQ

    Common questions about RFP automation

    How good is the first draft?

    The agent reaches roughly 80% draft quality on day one, built from your own winning proposals — then it climbs with every draft your team approves. Nothing ships without expert sign-off.

    Does it use our format?

    Both. Template mode locks every response to your fixed structure so responses stay perfectly on-brand. RFP-adaptive mode builds the structure from the RFP itself — ideal when every buyer asks differently.

    What do we need to provide to start?

    A few historic winning proposals plus the RFPs they answered, shared securely. There is no lengthy integration project — we ingest and configure everything.

    Is our data safe?

    Yes. Deployments are client-instanced with strict data segregation, your data never trains the underlying models, and the platform is SOC 2 Type II audited with AES-256 at rest, TLS 1.2+ in transit, and RBAC + MFA access.

    Next step · no-cost pilot

    See it draft your RFPs

    Real drafts from your own winning proposals — back in about two weeks. Share a few winning proposals; we'll do the rest.