JAT App Ventures

Advisory & deployment · For technology companies, investors and their portfolios

AI-native go-to-market. Assessed, designed and deployed.

We work directly with technology companies, and with private equity and venture firms and the companies they back. From AI readiness assessments and AI product roadmaps to GTM and commercial engineering and deployment: one senior team, from the first assessment to the system running in your stack.

Book an introductory call See how we work

The gap in 2026

Every board wants an AI plan. Few portfolio companies have agents in production touching pipeline or retention.

Most companies already own the tools and have run the pilots. What is missing is rarely another licence. It is one of three things.

Clarity

No prioritised view of where AI changes the P&L, so effort spreads thin across experiments that never reach the forecast.

Data

CRM, product usage and billing data that agents cannot trust: duplicates, broken account hierarchies, signals locked in separate systems.

Capacity

No GTM engineering bench to build, run and improve the systems, while the commercial team is fully booked hitting this quarter's number.

How we work

Three stages. Start where you are, stop where it pays off.

Each stage stands on its own with a fixed scope and clear deliverables. Most clients begin with an assessment; some come to us with a plan and need it built.

Stage 01 · Assess

AI readiness assessment

A clear, board-ready view of where AI will move revenue in your go-to-market, and what stands in the way.

  • Diagnostic across marketing, sales, customer success and RevOps
  • Use cases scored by revenue impact, feasibility and time to value
  • Data, stack and team readiness review
  • Readiness score and prioritised 90-day roadmap
  • Fund level: a portfolio-wide benchmark and a repeatable playbook for your operating team

Format: fixed-scope sprint

Stage 02 · Architect

AI product & GTM roadmap

The decisions that shape what you build and how you sell it, with the data foundation agents need.

  • AI product roadmap: where AI belongs in your product, build, buy or partner, and the pricing and packaging implications
  • GTM operating model: the split between agents and people, roles and hand-offs
  • Data clean-up for agentic enablement: CRM, account hierarchies, product usage signals, one customer view
  • KPI and attribution framework the board can track

Format: fixed-scope sprint

Stage 03 · Deploy

GTM engineering as a service

We build, launch and run the agents and workflows, then hand them over to your team, or keep operating them for you.

  • Voice agents for inbound qualification and customer support
  • Automated, signal-based outbound campaigns
  • Automatic detection of churn risk and upsell opportunities
  • Automated creative production and paid campaigns with cross-channel analytics
  • CRM and data automation that keeps itself clean
  • Monitoring, evaluation and enablement for your team

Format: sprint build or monthly retainer

What we deploy

Systems that work while your team sleeps, and report what they return.

Voice agents

Natural-sounding agents that answer inbound calls and support requests around the clock, qualify leads, book meetings and hand over to a person with full context.

Autonomous outbound

Campaigns triggered by real buying signals: agents research each account, write relevant first messages, and route replies into your CRM and calendar.

Churn & expansion signals

Usage, support and billing data combined into scores that flag at-risk accounts and upsell potential early, with the right owner alerted and a next step suggested.

Automated creative

On-brand ad, social and email assets produced automatically in every format a channel needs, then tested and refreshed based on what performs.

Paid campaigns & analytics

Paid marketing campaigns set up and optimised by agents, with integrated analytics that track spend and pipeline across every channel in one view.

Agent-ready data

Clean, enriched and connected CRM and product data, so every agent and every report works from a single, trustworthy view of the customer.

AI product roadmaps

For software companies whose product must become AI-native: what to build first, how to price it, and how to take it to market without stalling the core business.

Advisory & fractional leadership

Ongoing counsel for operating partners, CEOs and boards, interim go-to-market leadership, and working sessions that teach operating teams to run AI assessments themselves.

Who we work with

Built for the way investors create value.

Private equity & growth funds

Portfolio-wide AI value creation programmes, GTM and AI readiness input for diligence and the first 100 days, and enablement for your operating and value creation teams.

Venture capital firms

Hands-on platform support for scale-ups: go-to-market design for new markets, AI product roadmaps, and the systems that let a lean team sell like a larger one.

Portfolio & technology companies

CEOs, CROs and CMOs who need a senior partner to move from AI pilots to measurable pipeline, retention and efficiency.

Engagement models

Clear scope. Fixed fees. No open-ended day rates.

Every engagement is scoped and priced after a first conversation, with deliverables agreed in writing before work begins.

Sprint

A defined outcome in a defined time, from an AI readiness assessment to a first agent in production.

Retainer

GTM engineering capacity each month to build, run and improve your systems. Scale up or down as priorities change.

Advisory

Senior counsel for funds, boards and leadership teams, including fractional and interim go-to-market roles.

1

Introductory call

Your goals, your portfolio or company, and where you stand today.

2

Written proposal

Scope, deliverables, timeline and a fixed fee, in plain language.

3

Delivery

Weekly progress you can see, working directly with your team.

4

Handover or run

Documented systems your team owns, or ongoing operation by us.

Where will AI move your revenue first?

Book an introductory call. We will tell you honestly where we can help, and where we cannot.

Book an introductory call