- AI Delivery
Your AI roadmap,
delivered in strategic sprints.
We execute your prioritized AI roadmap as a series of focused 28-day sprints. Each initiative gets its own dedicated build - fixed scope, senior practitioners, production outcome.
Discuss an engagement- The problem with AI roadmaps
Most AI roadmaps never make it past the first initiative.
Not because the strategy was wrong. Because there is no repeatable delivery model to execute it - initiative by initiative, without losing momentum between sprints.
Initiative #1 enters a six-month delivery cycle. By the time it ships, the business case has shifted and the internal sponsors have moved on.
The firm that built the roadmap isn't structured to execute it. Delivery gets handed off to a team that has never seen the strategy.
Without a repeatable sprint model, every initiative is scoped from scratch - and the roadmap stalls after the first build.
We bridge that gap - with a delivery model built for sequential, compounding roadmap execution.
- How roadmap execution works
One roadmap.
Sequential 28-day sprints.
Your AI roadmap is a portfolio of initiatives - not a single project. We execute it sprint by sprint, each one scoped independently and shipped in 28 days. The value compounds as each initiative goes live.
Quick-win initiative
The highest-ROI, lowest-complexity initiative from your roadmap. Builds organizational confidence in AI delivery and creates the internal momentum that funds the initiatives that follow.
Structural initiative
A deeper capability that builds on the data, integrations, and organizational trust established in Sprint 1. Higher complexity, higher return - and faster to ship because the foundations are already in place.
Next priority initiative
Third initiative from your prioritized roadmap. By this point your team has internalized the sprint model and the shared infrastructure accelerates delivery of every initiative that follows.
The sprint sequence follows your Advisory roadmap.
Each sprint is scoped against the prioritized initiative list from the AI Advisory & Audit. If you haven't completed an Advisory, that is where we start - so every build decision is backed by a quantified business case.
- Initiative types
Every roadmap initiative
falls into one of three categories.
Your AI roadmap will contain a mix of these initiative types. Each one is scoped, built, and shipped in a dedicated 28-day sprint - with the same senior team, fixed scope, and production outcome.
AI-Driven Workflows
Zero-touch and light-touch automations built around document understanding, agentic reasoning, and human-in-the-loop checkpoints. Invoice extraction, contract review, lead enrichment, field reporting - engineered from the start for exception handling, audit trails, and operational SLAs. Not a demo. A system your operations team depends on.
Ships with
- End-to-end automated workflow
- Exception handling & escalation paths
- SLA and cost telemetry
- Champion sign-off documentation
AI-Powered Applications
Production applications with AI reasoning built into the workflow - not bolted on afterward. CRM layers that qualify and score in real time, operations tools that surface the next best action, finance platforms that flag anomalies before the close. Designed against your identity stack, data model, and change management constraints.
Ships with
- Live production application
- API & data integration layer
- Admin monitoring dashboard
- Adoption playbook
Modernization with AI
Use AI to retire technical debt that strategy never prioritized. Extract undocumented business logic from legacy systems, generate risk-ranked migration plans, and replace brittle point-to-point integrations with model-mediated services that understand your data and enforce your governance rules.
Ships with
- Legacy decomposition analysis
- Phased migration plan & runway
- Modern integration layer
- Documentation and handover pack
- How we're different
The gap between a roadmap and a shipped system.
Most firms stop at strategy. System integrators take 12 months and hand off to juniors. We close the gap - senior-led, fixed scope, production in 28 days.
- One sprint. One initiative.
From kickoff to
production in 28 days.
Our delivery model is engineered for speed without sacrificing the engineering rigor enterprise software demands. Five phases, fixed scope, senior practitioner-led every day.
This is what a single 28-day sprint looks like. Your roadmap executes as a sequence of these sprints - one initiative at a time.
Intake & Discovery
Define the problem, target outcome, and scope.
- One-page project charter
- Success criteria
- Scope agreement
Design & Architecture
Design a minimal, scalable solution blueprint.
- Solution architecture
- Technical spec
- User-story backlog
Prototype & Pilot Build
Build a working pilot with the core automation.
- Demo & feedback capture
- Pilot in staging
- Test results
Final Build & Deploy
Harden the pilot for production.
- Production automation
- Admin & user guides
- Champion sign-off
Launch & Hypercare
Ensure smooth adoption and operational stability.
- Live in production
- Knowledge transfer
- Two-week hypercare
Intake & Discovery
Define the problem, target outcome, and scope.
- One-page project charter
- Success criteria
- Scope agreement
Design & Architecture
Design a minimal, scalable solution blueprint.
- Solution architecture
- Technical spec
- User-story backlog
Prototype & Pilot Build
Build a working pilot with the core automation.
- Demo & feedback capture
- Pilot in staging
- Test results
Final Build & Deploy
Harden the pilot for production.
- Production automation
- Admin & user guides
- Champion sign-off
Launch & Hypercare
Ensure smooth adoption and operational stability.
- Live in production
- Knowledge transfer
- Two-week hypercare
- By the numbers
Results that hold up under scrutiny.
Every engagement is scoped against a quantified business case. These are the numbers that define how we work - not aspirational benchmarks, but the commitments we hold ourselves to on every project.
We compress what most firms run as a six-month programme into a single four-week sprint - so value compounds while the budget cycle is still open.
We only ship initiatives with a quantified business case. Average engagements return three to seven times in year one across cost reduction, revenue uplift, and cycle-time gains.
A single zero-touch workflow - invoice processing, lead enrichment, field reporting - typically returns six figures annually at mid-market scale.
The same senior practitioners who scope the engagement write the code, configure the models, and sign off on production. No handoffs. No bait-and-switch.
- Is this right for you?
We work with a
specific type of client.
The roadmap execution model is designed for organizations that have a prioritized initiative list and are ready to execute it sprint by sprint. We are direct about who this works for - and who should start somewhere else.
This is for you if
- You have a prioritized AI roadmap - from the Advisory or your own discovery - and are ready to move into execution.
- Your leadership team has committed to running multiple initiatives sequentially, not waiting for one monolithic program to complete.
- You understand that value compounds across sprints - and you're prepared to resource 2-3 consecutive 28-day builds.
- You have internal champions who can participate in the hypercare period after each sprint launch.
- You're ready to measure and report outcomes initiative by initiative, against a defined business case.
It's not the right fit if
- You haven't identified which initiatives to fund or in what order. Start with the AI Advisory & Audit.
- You're looking for a single large-scale transformation delivered as one multi-year program.
- Your data infrastructure or identity systems aren't ready to support the integration scope of any initiative in the roadmap.
Not sure where to start?
If you haven't yet identified which initiatives to fund or in what order, the AI Advisory & Audit produces exactly that - a prioritized roadmap with a quantified business case for each initiative.
- Stack
Best-of-breed,
picked for fit.
We work fluently across the leading model and platform ecosystems. The choice of stack is engineered against your data residency, governance, and unit economics - not a partnership tier.
- Anthropic Claude 4
- OpenAI GPT-4o / o3
- Google Gemini 2.5 Pro
- Meta Llama 4
- Mistral Large 2
- Custom fine-tuned
- LangGraph / LangChain
- Microsoft Copilot Studio
- CrewAI / AutoGen
- n8n / Make
- Power Automate
- Custom agent stack
- Azure AI Foundry
- Amazon Bedrock
- Google Vertex AI
- Private VPC deployment
- On-prem inference
- BYO-key controls
- Microsoft Fabric / Power BI
- Snowflake Cortex
- BigQuery + Looker
- Tableau
- Custom dashboards
- Modern data stack
We are vendor-agnostic. Every architecture decision is benchmarked on accuracy, cost, latency, and your governance posture.
- Begin
Think of the value
we can add in 90 days.
Schedule a 60-minute briefing with our leadership team. We’ll map the highest-ROI AI plays for your specific business - no slides required.
Let's TalkCalibrate on your business priorities, current operating data, and budget cycle.
A short, board-ready brief identifying the top three AI initiatives - with quantified ROI ranges.
For executive introductions and partnership inquiries - replies within 24 hours.