CereBrumha

Vertical of one — the ninety-minute discovery

Ninety minutes.
Not eight weeks.Enterprise AI strategy, articulated in one session

The reference model is the Forward Deployed Engineer — experts embedded for eight weeks to find the real problem before anything is built. It works. It also costs two to five million dollars and usually ends in a document with no execution path attached.

DiscoveryX automates that discovery, and then keeps going into build.

▶VideoWatch a session produce its eight artefacts.

90 minone session
8artefacts you leave with
90+pages, typical plan
0lines of code written

What you walk out holding

Not notes. Eight finished artefacts, each one a thing a decision-maker can act on.

1

Outcome

What the business is actually trying to move, stated so a sponsor recognises it.

2

Value matrix

Every use case plotted on value against feasibility. Quick wins, strategic bets, long game.

3

Financial impact

Value levers decomposed, with the assumption behind every number marked as an assumption.

4

ROI

Conservative, base and optimistic. Payback period and three-year return.

5

Day in a life

Before and after, per persona, in their own words and their own hours.

6

Solution

The shape of what gets built — modules, screens, integrations, sequence.

7

Agentic graph

Which agents, what each triggers on, what it consumes, where a human stays in the loop.

8

Board PPT

The deck that goes to the approval meeting, already written.

How the session runs

A loop, not a lecture. Each turn tightens. Scope is not frozen until you have reviewed every output and said yes.

Discuss

Pain, gain and the desired outcome, in the client's language.

DiscoveryX

The engine maps the processes and drafts the agent design.

Output 1

First generated output, on screen, in the room.

Discuss

Recalibrate. Client documents and constraints go in.

Output 2

Contextualised to the ask.

Refine

Super-refine with pointed context.

Output 3

The contextual output the client reviews.

Freeze

Client signs off X1 through Xn. Scope locked.

What the plan contains

Six contexts, written to be read by a sponsor, a CIO and an architect without three different documents.

Executive context

Sponsor brief, opportunity, top three risks, the decision being asked for.

Business context

Personas, pain and gain with a cost against every pain, before-and-after narrative.

Agentic context

Process flows, the agent roster, process-to-agent map, analytics classes in use.

Data context

Readiness assessment with blockers, ingestion per source, storage map, governance.

Technology context

Interface modules, connectors, analytics catalogue, architecture, API surface.

Execution context

Phased roadmap with effort, stack, key decisions, risks, assumption audit.

One session, worked

A global warehouse automation business. Installation project management across six systems.

Before

The installation manager opens the ERP, waits three minutes, exports to a workbook with eleven tabs, and is not sure whether it was updated Friday or Thursday. Friday's portfolio summary takes ninety minutes.

After

One tab. Pinned project cards, sixty-seven per cent complete, spend to date, and a sync indicator reading forty-seven minutes. Friday's summary takes fifteen.

98page solution plan
$1.74Mannual value, base case
17 mopayback
~$250Kyear one, all in
6 wksto first demo-able value

What follows the session

Hear, show, tell, make. Nothing is rebuilt between the stages — the discovery output is the input.

HEAR

DiscoveryX

Frames the problem, designs the agents, produces the ROI framework.

SHOW

MovieX

Renders the finalised outputs as film, persona by persona.

TELL

FrontX

Generates the screens each persona will actually use.

MAKE

BackX

Builds the agents, data products, connectors and governance.

Platform-agnostic by design

DiscoveryX does not ask you to consolidate onto a single model or a single cloud, and it does not compete with the platforms already licensed. It sits above them and decides what should be built, where, and in what order — which is what protects the investment already made.

Start with one process

A ninety-minute session produces the agent map, the data products behind it, the persona mockups and the ROI framework — for your process, in your language.

Book a ninety-minute session