06 AI-enabled B2B SaaS

Riposte

From source material to a grounded first draft.

Web appAI workflows
Read the case study
riposte / response workspace
REQUIREMENT 04

Implementation approach

Draft a source-grounded response using the approved delivery methodology and relevant case studies.

✦
GROUNDED DRAFTReady for review
PSL / 06
01

Overview

An AI proposal and RFP copilot for teams that repeatedly turn complex source material into persuasive response packs.

The challengeProposal teams work across RFPs, resumes, case studies, requirements, and past responses—often under severe time pressure.

The approachRiposte brings the source library and response workflow together, helping teams create grounded drafts while keeping review visible.

02

Key features

01

Source ingestion

Bring RFPs, SOWs, resumes, case studies, and capability decks into one workflow.

02

Grounded generation

Produce response material anchored in the supplied evidence base.

03

Response packs

Structure the right content for each requirement instead of returning a generic chat answer.

04

Human review

Keep authorship, edits, and final decisions with the proposal team.

04

Build notes

AI-enabled SaaS architecture with document ingestion, retrieval, structured generation, traceable source context, and role-based workspaces.

Capabilities used

Product strategyUX/UIAIRetrievalSaaS

Outcome

A focused product direction for proposal-heavy B2B firms, built around source-grounded assistance rather than autonomous claims.

Next project / 01

DawaPing

Medication routines, coordinated with care.