Operational AI for financial services + SMMEs

Summit-level AI delivery that respects humans, data, and regulation.

RazorEdge aligns Lean Ops discipline, design thinking, and responsible AI adoption so your agents generate throughput—not theatre.

15+ yrs

Digital & AI delivery inside SA financial services.

MBA + BSc

Lean Ops, design thinking, neural networks, HCI.

Trusted advisor

Automation, ops design, AI governance & change.

Why RazorEdge

From AI theatre to measurable throughput.

Modular AI playbooks

Agent discovery, blueprinting, and launch kits tailored to customer support, revenue ops, and founder-assistant use cases.

Enterprise pods

Cross-functional squads that align with risk, compliance, and IT while shipping tangible pilots every sprint.

Lean automation reviews

Independent assessments surfacing waste, failure demand, and AI opportunities—with board-ready roadmaps.

Outcomes you can feel

Get a site—and AI ops—you’re proud to share.

Borrowing a page from Rocship’s clarity-first UI, we emphasise momentum, calm gradients, and frictionless flows so your team can move quickly with confidence.

  • 01 Act as the hub for marketing, ops, and internal tooling.
  • 02 Communicate value with refreshing clarity instead of noise.
  • 03 Load fast, feel premium, and invite trust on every device.
  • 04 Experiment easily—pages, agents, and automations stay flexible.
  • 05 Embed “a-ha” interactions that build relationships, not hype.

Offerings

Services built to move fast—without breaking trust.

Pick the thread you need or combine modules for an end-to-end program.

Agent Playbooks for SMMEs

  • Process & data readiness audit
  • Agent architecture & prompts
  • Shadow deployment coaching

Enterprise AI Pods

  • Use-case triage & ROI modelling
  • Integration with existing data fabric
  • Executive & frontline enablement

Lean Automation Reviews

  • Value-stream mapping
  • Compliance & ethics lens
  • Clear operating metrics

Career highlights

Product builder turned AI implementation leader.

LinkedIn chronicles a journey across enterprise IT, digital product leadership, and innovation labs. Today, the same rigor powers AI pilots that stick.

2022 – Present

Founder & AI Implementation Specialist, RazorEdge

Configure domain-specific agents, orchestrate AI pilots, and mentor teams adopting generative AI safely.

2015 – 2022

Digital & Ops Leadership, Financial Services

Built omnichannel products, modernised ops stacks, and led automation programmes across asset management & banking.

Earlier

Software Engineer & Product Strategist

Full-stack development blended with customer research—leveraging CS fundamentals plus psychology to craft human-centered experiences.

Operating model

Grounded in Lean Ops, design thinking, and human-first AI.

Lean + MBA rigor

Every engagement is scoped with measurable flow metrics, cost levers, and feedback cadences.

Human-computer interaction

Interfaces and prompts are tested with real users to prevent AI from becoming another silo.

Responsible adoption

AI adoption thesis (Western Cape) underpins governance frameworks and change-management kits.

An enjoyable process

Launch day should feel like a beach vacation—not a dentist appointment.

01. Discover

Joint workshops surface goals, constraints, and the kind of experience you want clients and teams to feel.

02. Design & Validate

We combine Rocship-style gradients, clean type, and AI wiring diagrams to stress-test messaging before we code.

03. Launch & Coach

Content, automations, and dashboards go live with enablement so you can update pages or prompts without friction.

“RazorEdge took our slow, clunky ops and reshaped them into a responsive AI layer that we’re proud to demo. The experience felt calm, collaborative, and very Rocship.”

— CIO, South African Asset Manager

Next step

Ready to deploy agents that actually serve your business?

Book a working session and we’ll map the mountain together—playbooks, operators, governance, and change enablement included.

Email rreid@razoredge.co.za WhatsApp +27 66 282 4930

Cape Town based. Operating globally. Open-source friendly.