Ship Production-Grade AI in 6–10 Weeks

Great LLMs ≠ production impact. Delivery does.

MIT NANDA's 2025 report estimated that 95% of enterprise AI solutions had yet to deliver sustained productivity or measurable P&L impact. We ship the 5% that do.

Actwise helps teams close the gap between a promising AI pilot and measurable impact, with an initial production increment targeted in 6–10 weeks.

Actwise
Repo
CI/CD
Identity
Gov
Data
Measurable Impact
Existing systems, governed delivery
Live proof

One foundation. Already in live use.

The same foundation supports Actwise's own services, AI-native workflows and a product delivered for a major institution.

Actwise Services

Built and operated on the foundation.

Actwise uses AI Delivery Infrastructure to build and operate its website, onboarding and product services.

Intel

From signals to ideas worth exploring.

Intel researches signals from a curated panel of people shaping AI. AI connects them into candidate ideas, which are evaluated through Actwise Ideation’s VC-informed lens. Selected ideas are presented for people to question and validate, with artwork that expresses each concept.

Explore Intel →

Ideation

Refine ideas with AI and real-world evidence.

Discuss your idea with AI, refine its assumptions and evaluate it through a VC-informed lens. Revisit the idea as you learn from customers and real-world results, while keeping the judgment about what to do next.

Explore Ideation →

Major institution

Delivered into live use.

An AI product delivered into live use for a major institution, showing the foundation applied beyond Actwise's own services.

These show the foundation in live use across different solutions. Each new deployment is scoped to its systems, governance and desired outcomes.

Existing production systems surrounding an AI prototype
From prototype to measurable impact
Problem

Great LLMs ≠ Production Impact. Delivery Does.

Everyone can build a prototype today.

The 2025 MIT NANDA report found that most organisations were seeing no measurable financial return from GenAI. Moving from a prototype to sustained impact requires integration with real systems, permissions, testing, approval, release control and feedback from use. Rebuilding those foundations for every initiative slows teams down and makes consistent governance harder.

That's the delivery problem Actwise addresses.

Solution

AI Delivery Infrastructure

Actwise works with your existing SDLC, repositories, CI/CD, identity and governance. It brings a delivery platform, reusable core services and a reference architecture together so your team can take an approved initiative through controlled release and improve it from real outcomes.

Start with one meaningful production increment. Reuse the foundation for the next workflow or product.

Governed AI delivery connecting existing tools, services and measurable outcomes
Governed delivery with your systems
Delivery discipline

See what connects intent to production.

People set direction and approve critical decisions. AI-native work progresses through explicit review, testing and release controls.

Supplier disruption responseIllustrative walkthrough · not a live product screen

01 / 05

An outcome your team can evaluate.

Agree the first workflow, its owner and what a useful result would look like.

Example · a critical supplier misses a delivery

Help an operations team recover from supplier delays while protecting customer commitments and controlling extra cost. Start with one site and one disruption type.

Human decision

Confirm scope and success measures.

Agreed outcome • named owner • evaluation criteria

Illustrative enterprise workflow, not an Actwise customer case study. Actual systems, approval points and outcomes depend on the deployment.

AI Delivery Infrastructure

Platform, core services and reference architecture.

Together, these give teams a shared foundation for building and operating AI-native workflows, services and products.

01 / DELIVERY

Delivery platform

Shared team environments and governed AI-native delivery workflows spanning design, implementation, review, testing and controlled release, with traceability and operational visibility.

02 / REUSE

Core services

Reusable services for integration and access, application experience, identity, billing, payments, entitlements and commercial features when relevant to a solution.

03 / ARCHITECTURE

Reference architecture

An extensible pattern for microservices and microfrontends, AI-native workflows, MCP and other integrations, environments, deployment and operations that your team can adapt to its systems and controls.

The annual licence fee covers product updates and standard support for AI Delivery Infrastructure.

How teams start

Start with one team and one meaningful increment.

Actwise works with your engineers and delivery leads to set up the foundation in the agreed environment, map the first use case and agree the controls for delivery. Over a defined one- to two-week enablement, the team learns the platform while planning its first increment. Your team can then implement it or scope that work separately with Actwise.

  1. 01 / SET UP

    Establish the foundation

    Set up the agreed environment and relevant access for the team.

  2. 02 / PLAN

    Map the first use case

    Agree its owner, scope, systems, review points and delivery controls.

  3. 03 / CONTINUE

    Build with your team

    Your team implements the increment, or scopes that work separately with Actwise.

AI Delivery Infrastructure

Build on a foundation your team can keep using.

AI Delivery Infrastructure equips your team with a delivery platform, reusable core services and a reference architecture. Start with one team and a defined enablement engagement. We will discuss your first use case, deployment boundary and support needs before quoting the annual licence and setup.

Discuss your deployment
Delivery agent

Try the Actwise Delivery Agent

An early experiment with agents powered by GPT-4o mini. Explore AI strategy, governance, and how Actwise helps enterprises deploy production-grade AI solutions.