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 paid 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, it's fully managed and monitored. Talk with Sales to scope your pilot.
    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 · paid 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.