Agentic AI Adoption
for Core Operations
Move Faster. Operate Leaner. Scale through digital operations.
We work at the intersection of business and digital operations to close that gap — helping growth and enterprise companies move from pilot to production quickly, safely, and with measurable commercial impact, leveraging agentic engineering and scalable operations.
Three ways to work together.
Every engagement is the same senior-led, agent-augmented team — what changes is the commitment shape. Retainer for anything ongoing, fixed-scope for a bounded programme, or a few days a month of senior judgment. Priced after we agree the shape, never off a rate card.
Five Segments, Digital Operations.
We help clients cover ground that used to take five vendors, delivered senior-first and automated where automation earns its place. Every tier is one accountable senior plus an agent fleet — grouped into five segments you can walk in through in any order.
In-house outcomes, not slideware.
Every case story below is drawn from an operator role — the kind where the consultant has to live with the consequences of the recommendation.
Compressing country roll-outs from quarters to weeks — a repeatable engine, not a heroic launch.
A configuration-driven internationalisation model that turned market launches from an engineering project into a data exercise. Localisation, payments, taxes, returns and carrier integrations all live as configuration — new markets onboard in the time it used to take to spec one.
Field notes from the operating floor.
Patterns we keep seeing across industries — written for the founder, the CPO, and the head of engineering who actually has to make the next call.
Building an AI-native product organisation that actually ships.
Rewiring discovery, delivery, and analytics into a single execution system — with AI as load-bearing infrastructure, not a feature surface.
From innovation lab to enterprise revenue: the IoT blueprint.
How an in-house lab inside a global telco was turned into a productised commercial engine with KPI-driven, cross-functional teams.
Connected automotive at OEM scale: shipping content on global fleets.
A streaming and personalisation platform standardised across four global OEM teams — release management, requirements, and go-to-market as one motion.
Configuration over code: the test for whether your platform is finished.
If a new country, payment method, or campaign needs an engineer, the system isn’t done. A practical model for moving capability into configuration.
Career frameworks that move people — not just promote them.
Roles, skills, and levels designed to make growth legible. Micro-reviews three times a year, instead of one annual conversation no one trusts.
Digitising last-mile: route planning, driver apps, and the platform underneath.
A reorganisation of operations, dispatch, and customer experience around a single set of digital products — with machine learning where it earned its place.
A four-stage operating cadence.
Repeatable. Instrumented. Boring on purpose.
We start by living inside the business. Then we redesign the operating model with the team that has to run it. Then we ship the first wave together. Then we coach ourselves out.
Audit, map, surface.
Departmental audit, roadmap reality-check, and the blind spots between discovery, feasibility, and delivery. Two weeks, one shared document.
- Org chart vs. work
- Funnel & signal review
- Discovery diagnostic
Operating model, written.
Clusters, roles, OKRs, career frameworks, rituals. Built with your team, not handed over — ownership is the deliverable.
- Cluster & team design
- OKR / KPI tree
- Cadence & rituals
Ship the first wave.
First releases on the new model. Embedded AI tooling, evals, design pipelines, analytics — measured against the baseline we captured in week one.
- AI tooling stack
- Design + analytics pipes
- Release management
Make ourselves redundant.
Coach the team and any new hires into full ownership. Quarterly reviews if you keep us on as advisors — never as a dependency.
- Coaching & mentorship
- Hire-into-role plan
- Advisor cadence
Four steps. No procurement maze.
No RFP, no vendor questionnaire, no discovery diagnostic that goes nowhere. We don’t do hourly billing, and we don’t hand over a deck and disappear — from first call to a senior on your team is four steps.
Tell us the shape of the problem.
A 30-minute call with a principal — usually the founder, CPO, or VP funding the work. Bring a roadmap, an org chart, or a board memo. We’ll sign your NDA on this call if you need one.
A one-pager, or an honest no.
Within 48 hours: either a one-page shape of the engagement, or we tell you Mirage isn’t the right fit. No multi-week discovery diagnostic with nothing to show for it.
One number, agreed before you sign.
Monthly retainer for advisory and embedded work, fixed-scope pricing for programmes. Full pricing only after we’ve agreed the shape — never a generic price list.
The senior who scoped it, ships it.
Two synchronous half-days a week, async on Slack and email the rest — with travel for kickoff and quarterly reviews. The same person who took your first call runs the engagement.
Tell us the shape of the problem.
We’ll reply within 48 hours.
Most engagements start as a 30-minute call. Bring a roadmap, an org chart, or a board memo — whichever you’d rather pressure-test first.
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