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Sales teams at B2B SaaS companies with a content library

Solves

A blog sits on your site doing nothing for the sales team on a call.

Delivers

Live interactive avatar room, cited answers, question analytics

Built in

about 2 weeks of creation time, MVP in 2 days

Investment

$5,500 for the MVP, $18,000 for the full product

Run it

Inside your business, or as part of your offer to clients

For sales teams at B2B SaaS companies with a content library, turn approved blog posts, charts and brand voice into a live interactive avatar that answers prospect questions during calls.

1. Ingest blog posts into a locked knowledge graph.
2. Generate a script in the author's voice.
3. Render a photorealistic avatar with slides.
4. Host a live interactive video room.
5. Answer questions using retrieval augmented generation.
6. Log analytics on questions and engagement.

What goes in, what comes out

The workflow

1. In
   Start with

   Blog posts, charts, brand voice guide, optional 30-second video for likeness

2. 1

   Connect blog

3. 2

   Ingest posts

4. 3

   Select or clone avatar

5. 4

   Generate video

6. 5

   Review for accuracy

7. 6

   Share live link

8. 7

   Monitor Q&A analytics

9. Out
   Finish with

   Live interactive avatar room, cited answers, question analytics

AI does the heavy lifting, people stay in charge

Use language models to build the knowledge graph, generate scripts and answer questions via retrieval augmented generation locked to approved posts. Use text to speech and video generation for the avatar. A human editor reviews the script and avatar output for factual accuracy and brand tone before any link goes live.

What your team sees

Key screens: Content library, avatar studio, live Q&A room. Use a searchable list of ingested posts, a studio for selecting avatar and generating the video, and a live room with video player, question input and citation panel. Let users preview the avatar before sharing. Display source-linked answers with timestamps. Provide analytics on asked questions. In this product, the first view is content library, followed by avatar studio and live Q&A room.

Accounts and administration

Accounts for sales reps and editors, content versioning, avatar permission levels, approval workflow for new posts, audit trail of all Q&A sessions, and limits on concurrent live rooms.

Integrations and data access

Start with a blog RSS feed or URL import, then add CRM systems like Salesforce and HubSpot for session logging.

We build with our own AI software development factory, so most implementations take days to a few weeks of creation time, not months. You see working software at every step, and exact timing depends on availability.

1. 1

   Scoping call

   Day 1

   Thirty minutes on your process, your data and how you want to run it: for your own team, or for your clients. You get a fixed scope and price for the MVP.

2. 2

   MVP

   2 days

   One buyer segment, one recurring use case; first modules: content ingestion and basic Q&A player. Manual review in the loop. Built by our AI software factory.

3. 3

   Paid pilot

   3 days

   Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

4. 4

   Full product

   6 days

   Self-serve onboarding, billing, monitoring and the wider integration set.

5. 5

   Run and improve

   Monthly

   We host, monitor and improve it for a fixed monthly fee, or hand it over to your team. How the retainer works.

Why we start with an MVP

An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.

1. Pick the riskiest assumption. Here: will sales teams at B2B SaaS companies with a content library use it to solve "A blog sits on your site doing nothing for the sales team on a call"?
2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
3. Run a paid pilot. Run a paid pilot with one sales team for 30 days.
4. Measure, then decide. Track reduction in time to answer prospect questions during calls; increase in number of blog posts referenced in sales conversations. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. One buyer: sales team at a B2B SaaS company. One use case: one blog post turned into an interactive video with one default avatar. First two modules: content ingestion and basic Q&A player. Manual review of script and answers before sharing.

After the MVP. Automate avatar cloning from uploaded video, auto-refresh knowledge graph on new posts, integrate with CRM to log Q&A sessions, and add multi-avatar libraries for different topics.

What the build depends on. Real-time voice to voice latency under 500ms, photorealistic avatar generation API, and a robust retrieval augmented generation pipeline.

A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.

Running costs per month

A rough indication of monthly hosting and AI model costs once it is live, not tested. Real costs depend on usage, file sizes and the models chosen.

Your brand, or this one

Run it under your own brand, or start from this concept style.

Selling it to your own clients: the go-to-market playbook

Pricing to test

Test pricing at $500 per month per sales team for up to 20 active posts, with a $2,000 setup fee for avatar cloning and custom integration.

Message to test

Turn your best blog posts into a live expert that answers sales calls for you.

Where to find buyers

LinkedIn for B2B sales leaders, content marketing communities, and direct outreach to SaaS companies with active blogs.

Lead magnet

A free demo showing one of their blog posts turned into a live avatar answering three sample questions.

The first 30 days

1. Week 1: Build content ingestion and knowledge graph for one post.
2. Week 2: Integrate text to speech and basic avatar render.
3. Week 3: Build interactive Q&A player with retrieval.
4. Week 4: Test with one sales team and refine accuracy.

Paid pilot

Run a paid pilot with one sales team for 30 days. Baseline: average time to answer a prospect question during a call and number of follow-up emails needed. Decision: continue if avatar answers reduce follow-up time by 30% and at least 50% of prospects engage with the avatar.

Success metrics

Reduction in time to answer prospect questions during calls; increase in number of blog posts referenced in sales conversations.

Retention and expansion

Monthly subscription with recurring value from new blog posts and updated answers; analytics on question trends justify ongoing use and upsell to more avatars.

Why clients would pick it

The locked knowledge graph tied to each client's evolving content library becomes a proprietary asset; the more posts ingested and refined, the harder it is to replicate the accuracy and brand fit.

Alternatives and positioning

Salespeople manually searching blogs, sending links, or using generic chatbots. This differs by making the content a live, on-brand presenter that cites sources in real time.

Main delivery costs

Cloud GPU time for video generation, text to speech API usage, storage for video files, and human review hours for script and answer quality.

Restrict answers to approved posts only, require human review of generated scripts, lock knowledge base to specific content versions, and block any answer outside the source material. It must not generate opinions or unapproved claims.