Capabilities Approach Work About Map your path
01 AI, data & software delivery EST. UK · BUILT TO LAST

Path to production

We take teams from first idea to production AI and software that's built to last — fast, on your stack, in any industry.

Map your path See the work
WK 1–2 · SHAPE
Align & plan
WK 3–4 · PILOT
Ship a slice
WK 5–6+ · PRODUCTION
Run & scale
01ApproachHow we ship

From an idea to a system that runs.

One engagement, three phases. You always know exactly what ships next, and why — no six-month strategy studies.

01

Shape WK 1–2

We align leadership and teams, surface the highest-value use cases, and write a realistic delivery plan. Clarity from day one — no science projects.

Output
Use-case map
Delivery plan
Build vs buy
02

Pilot WK 3–4

A working slice on real data — secure architecture, measurable outcomes. Proof you can show the business before committing to scale.

Output
Working slice
Real data
Outcome metrics
03

Production WK 5–6+

We operationalise and run it: monitoring, documentation, and enablement so the system keeps working long after launch — or we keep running it for you.

Output
Monitoring
Runbooks
Team enabled
02CapabilitiesWhat we build & run

Strategy, build & run — one team.

We blend data strategy, secure engineering, and delivery so the work actually sticks — and keeps running.

01
Data platforms & ML pipelinesComplete data platforms and intelligent systems, from data engineering to ML pipelines — built on your stack.
SnowflakedbtML Ops
02
Production AI apps & agentsAI-powered workflows, automation, and custom agents for your customers and internal teams.
RAGAgentsAutomation
03
Software developmentFull-stack product and platform engineering — we build and ship the software around your AI and data, not just the models.
Web appsAPIsPlatforms
04
Managed servicesWe run it for you: monitoring, support, and continuous improvement so systems keep earning their place.
SupportSLAsMonitoring
05
Strategy & process mappingMap processes, find the automation, and get technical designs plus honest build-vs-buy calls.
RoadmapBuild vs buy
06
Value roadmappingA tool to collect value cases across data, ML & AI — tagged to datasets, skills, and tech — into a bottom-up roadmap and an executive roadmap.
Value casesBottom-upExec roadmap
07
Fractional AI leadershipHands-on leadership to steer your AI initiatives, set governance, and coach teams — no full-time hire.
GovernanceEnablement
08
Agentic engineering for dev teams & leadersWorkshops for engineers and execs alike — get the agent-assisted dev engine running across five disciplines: context, specs, standards, tests, and compounding.
ContextSpecsTDD
View all services
03Built to lastProduction-grade

Production-grade from day one.

We don't hand you a demo and walk away. Every build ships with what it needs to keep earning its place.

01
Reliability

Monitoring, alerting, and graceful fallback from day one. Built to run — not just to demo.

02
Security & guardrails

Isolation, redaction, and access controls — confidential by default, so what we build keeps your data exactly where it belongs.

03
Enablement

Runbooks, documentation, and training so your team owns the system after we leave — or we run it as a managed service.

04OutcomesMeasured
8×
More relevant leads on an AI sourcing platform
>90%
Reduction in manual review time
6
Weeks — first idea to a production system

What clients say

Real results from teams we've partnered with

"Having worked with Chris on numerous projects over the past year and a half, I am continuously impressed by his effectiveness. His ability to take our (complex!) requirements and translate them into quality products is second to none. Would highly recommend!"

Multiple projects over 1.5 years

PE client

"The result was nothing short of exceptional. He not only delivered a highly scalable and efficient solution, but did so with impressive speed, clarity, and a deep understanding of both the technical and business outcomes we needed."

Snowflake safety project

Enterprise Client

"He led the team on almost all technical points from idea to the delivery stages, such as model design, error handling, graphical user interface. In addition to his hands-on work, he maintained to be an excellent mentor for less senior level people of the team."

Financial crime project

Client Team Member

"Your session this morning was really excellent - thank you so much and you hit it totally spot on."

AI Intro Workshop

Senior Advisor

06Who we areHands-on
Chris Pike

Chris Pike

Founder · Pappabee

I help companies move from "we should use AI" to "AI is running in production," fast. Pappabee blends data strategy, secure engineering, software development, and managed services so your team ships, and keeps shipping.

I bring 15+ years across Deloitte consulting, private equity, and start-ups, including an interim CTO role at a robotics company, plus deep, hands-on expertise in ML, Snowflake, Azure, and AI agents.

I bridge the business and technical worlds and speak both fluently. I don't just advise; I design, code, and deploy. Think of a fractional ML/AI lead who actually ships.

chris@pappabee.com

07StartMap your path

Let's map your path to production.

Get in touch

Email info@pappabee.com
Location London, UK

Typically a 30-minute call, then a written delivery plan within a week.

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