Marketing is still built on broken handoffs.
Research in one tool, strategy in a deck, creativity in another environment, reviews over email. At every handoff, knowledge is lost.
The value is in the handoffs.
The advantage emerges when analysis becomes strategy without losing context, strategy becomes a campaign without losing coherence, the campaign becomes content without losing its reason.
MAPS preserves knowledge, intent and decisions across the entire process.
Everything knows the same thing.
No module works in the dark. Every tool reads — and returns — to the same living project context.
knows the research, the insights and the decisions made.
knows the market, competitors and positioning.
know personas, cultural context and category.
knows the strategy to execute.
know the brand's voice, identity and rules.
Every output is born from the same living context.
A living marketing intelligence.
MAPS knows your real market — web, social, competitors, documents, briefs, research, proprietary data and brand guidelines. The native research goes out to find them, the Graph RAG links them into a per-client knowledge base. The same knowledge powers intelligence, strategy, creativity and execution — never re-transferring the context.
pgvector + LLM reasoning
that grows with every project
Everything starts from the same knowledge. Everything helps to expand it.
It works in your market. Whatever it is.
FMCG, fashion & luxury, beauty, food & beverage, retail, automotive, pharma, tech… any market B2B2C. The native research goes out to find relevant information — in each country's language — on what really matters: trade, consumers, competitors, communication and market innovations.
Message territories, media mix, tone of voice, testimonials and campaign evolution. Social listening.
Personas, journey, sentiment, cultural tensions and emerging signals from the real market. Forums and comments.
Positioning, portfolio, pricing and strategic moves — own and competitor.
Retailers, channels, market shares, pricing and dynamics across the entire supply chain.
Launches, new formats, patents and signals that anticipate the market — own and competitor.
A single knowledge. A continuous workflow.
Real-time web research, competitive intelligence, social listening, trends and emerging signals.
SWOT, positioning, value proposition, personas, customer journey, opportunities.
Strategic Canvas, knowledge graph, strategic flows, critical lenses, synthetic users.
Campaigns, content, Studios, presentations, reviews, approvals, export.
Every stage reads and updates the same living project context.
Monitor
Continuously observe market, competition and cultural signals. Knowledge updates itself, day after day.
All your market intelligence,
in a single read.
Every module — Monitor, Analyze, Prove, Scale — feeds a single synthetic read of the brand's market position. An overall score, four lenses, the key numbers and eight vertical views: from market to AI visibility. The synthesis you bring to the board, grounded on real data.
Market, positioning, competition and momentum at a glance — with the synthetic verdict.
From market to AI visibility: each view drills into detail with numbers, gaps and what to move.
Monitor, Analyze, Prove and Scale converge here: the synthesis updates with the project's knowledge.
Regenerate with a click, export to PDF: numbers verbatim from real data, not invented estimates.
Research doesn't stop at one country. It covers the world.
MAPS structures markets into a hierarchy — Companies → macro-areas → regions → countries — and aggregates them as lenses over country projects. Native research runs in each market's language; on top, a regional layer that compares and judges countries against one another. From Europe to Asia to Africa, a single strategic judgment.
cross-market
Companies → macro-areas → regions → countries · aggregated as lenses over country projects. Each country is either a Big Country or joins a regional cluster.
Arena competitive intelligence, competition focus, cross-country consumer and distribution, macro & regulatory — active, in each country's language.
Market context, trend radar, consumer convergence, comparative pricing · communication · distribution, innovation lead-lag.
Regional SWOT, Strategic Gap Matrix, scenario planning, best-practice transfer, performance ranking, market cohorts.
Reason across multiple markets together.
Not one country at a time: a chat that thinks at the area level. It compares markets, finds convergences, and cites which country each piece of evidence comes from. Cross-country strategic reasoning with rich data — not trivial, but native.
Illustrative reconstruction · every piece of evidence is cited from its country of origin.
Analyze
Turn data into strategy. Analytical layers, competitive canvas, simulations and scenarios you can actually decide on.
38 tools. One single knowledge.
Not a list of tools: a connected system. Every tool generates a deep artifact, cited and on-brand, reads from and returns to the same base and exports to the Canvas.
Start from a goal, not a tool.
Tell MAPS what you want to achieve: it builds the right path across the tools, phase by phase.
The catalog, by family.
Every artifact is born from the same knowledge — and returns to it. The more you work, the more the system knows.
Intelligence doesn't expire. It works.
News arrives live. Real customers become Synthetic Users. On Crea, strategy becomes content. The whole agency becomes a queryable memory. The team's work reads itself. Not a report to file away: a system that keeps working for you.
Knowledge that never goes stale.
MAPS is a living temporal layer that keeps your knowledge base current, day after day.
You know who buys. Now, who they are.
Upload your real customer list. MAPS turns it into behavioral segments, interviewable Synthetic Users and action plans — without ever exposing an email.
Think it, make it. One surface.
A conversational canvas where strategy and finished content take shape side by side. Ask MAPS: every answer is grounded in your data and stays a living artifact, to grow from.
The whole agency. One question.
Every deck, report and piece of research, for every client, lands in one archive — by upload or Google Drive — and becomes queryable. “For client X, what campaign did we run in 2024?” It finds it.
A board that reads itself.
All the team's work, by client, person and Studio. And a copilot that reads the board and tells you where the flow is stuck — before you even notice.
Where knowledge becomes navigable.
One space, many lenses on the same knowledge. The Graph RAG becomes explorable — nodes, entities and artifacts linked together — AI works on it alongside you and generates artifacts directly on the canvas. As a team, with versions and export.
The same knowledge, seen as a graph, as notes or queried by AI — always connected.
Reason with your data. Don't write prompts.
Every answer works on the living context of the project: research, competitive intelligence, listening, personas, canvas and decisions already made. With sources. With continuity. With a proposal for the next move.
Reconstruction for illustrative purposes · every data point is cited from its MAPS source.
The budget becomes a living simulation.
Import the client's file — even heterogeneous and multi-header — and MAPS builds a macro→micro plan, month by month. From there you simulate what-if scenarios, compare allocations, track spend and generate dual-lens reports. And the chat is a real support: it edits scenarios, defines details, digs deeper — always anchored to the project's real numbers.
It reads heterogeneous files — multi-header, actualized months — and normalizes them into a reviewable three-row plan: prior-year actuals · budget · forecast.
Table, macro views, heatmap and free comparison. Open a line item for the month-by-month distribution and track YTD spend.
Simulate reallocations with constraints, compare each line item vs. the base plan and version the hypotheses. «Plan next year» in one click.
Data + strategic summary with charts, and grounded chat to rewrite and run what-ifs. Formatted XLSX export · PDF · CSV.
From the client's Excel row to the decision: a budget you plan, simulate and defend — by talking with MAPS.
The strategic plan you decide.
Choose the type of strategy and the horizon — short, medium or long term — then you steer the AI with briefs and directions, or let it work on its own. The document is built grounded on the project's market intelligence, with detail on every single section of the content: context, objectives, KPIs, actions.
Communication, Social, Marketing, Product innovation, Distribution, Competitive — each with the right structure.
The horizon calibrates objectives, actions and KPIs — from 12-month tactics to structural transformations at 5+ years.
Full AI or Guided: briefs, directions and scenarios selected from 25 tools steer the AI toward the strategy you want.
Every section cites the project's real sources and opens up in detail: context, objectives, KPIs, roadmap.
From the direction you give to a board-defensible plan — grounded, detailed, ready for the Canvas or export.
Prove
Validate before you spend. Synthetic users and tests that reduce the risk of every strategic move.
Synthetic users run through the entire production.
Not an isolated tool: a continuous validation layer that touches every phase, from idea to finished content. Synthetic audiences grounded on the native research from MAPS — combinable with the client's materials. Build them for niches or microtargets, interview them 1:1 or in AI-guided focus groups, and put to the test any content before spending: concepts, social posts, ideas, articles. The same validation flows back into every Studio.
"The discreet leader who dresses success in impeccable tailoring."
"The digital manager seeking accessible elegance to climb the career ladder."
"The loyal customer who entrusts his style to a trusted tailor."
Write for a target, test with that target. The loop closes before you spend.
Scale
Produce and execute across every channel. From strategy to client-ready content, on-brand and consistent.
Creativity is born from methods. Not from a blank page.
New ideas, problem solving and non-obvious paths generated by creative methods — grounded on data and client inputs. Chat with the AI to evolve concepts and creative work, then generate campaign prototypes that move straight into production in the Studio.
~15 creative methods — reverse brainstorming, SCAMPER, design thinking — for non-obvious paths, grounded on data. It also generates images of ideas and prototypes.
Campaign engines: from brief → analysis → concept → development. Multiple concepts, adapted to channels, with collaboration and versions on the document.
Rapid prototyping of an idea or artifact: from concept to tangible in a minute, ready for testing.
9 communication archetypes with tactical variants. Complete 6-phase pipeline.
An AI strategist that reasons on your market.
It doesn't just answer: it drives strategic reasoning on the client's living context and returns ready-to-use artifacts — positioning, value proposition, personas, flows — all cited and reusable.
Start from a client input, chat with the AI to evolve concepts and creative work — and every prototype moves into production in the Studios without resetting anything. Same context, from the spark to execution.
One engine. Seven Studios.
Client-ready content.
Not text generators. Production Studios of professional grade — articles, campaigns, edited videos, emails, carousels, browsable sites — that start from knowledge of the client and the market, never from a blank page. And before it goes out, every piece of content is validated: tested on the right target and verified against the brand's voice and rules. It's not common. That's the point.
Not drafts. Finished output ready for client review: SEO/GEO articles, key visuals adapted to every format, edited videos with voice, newsletters, carousels, sites down to the code.
Every Studio draws on the same brand context — voice, content pillars, personas, dos & don'ts, visual identity — plus market intelligence and competitors. Creativity starts from real understanding.
Every piece of content passes two tests: the synthetic users — how the target reacts — and the Consistency Lens — how on-brand it is, with a score. Nothing goes out unverified.
Brand Kit + Consistency Lens: logo, palette, fonts, rules, personas and visual identity in one place. It's the guardian that feeds — and verifies — all the other Studios.
The campaign's visual manifesto, adapted for magazine, OOH, storefront, web and social.
Articles and blogs from the editorial plan, with cluster analysis, keywords and visibility on AI assistants.
Posts, carousels and stories for Instagram, Facebook and LinkedIn — tested with synthetic users.
Newsletters, DEMs and automations, generated directly from campaigns.
Reels, videos and TikToks: from script to edit, with verified brand voices, all the way to export.
Browsable sites, landing pages and blogs with the brand's identity, from approval to code.
From content to the client's green light.
From every Studio — Page, Social, Email, Video, Content — you send an artifact for Review. The client receives a link to a public portal where they see the deliverables exactly as they'll go out, comment in threads, browse versions and approve. No account: the code is the access.
The client receives the link and approves — no account. Anyone entering manually via /review with the code enters their email on first access.
Per-Studio previews, team notifications, threaded versions — approval lives inside the flow, not in a lost email.
You set the goal. The AI orchestrates the plan.
Every campaign starts from an objective and a KPI, and generates the artifacts that flow from it. Every artifact is already routed to the right Studio, assigned to a person, with a date and a status. You manage the entire cycle — from planning to publishing — on a list or a calendar. The AI generates, moves, suggests and reschedules.
Business objective + measurable KPI. Always-on or time-bound.
Posts, reels, ADV, newsletters — each routed to the right Studio.
Team, dates, statuses and a multichannel calendar in one place.
From brief → content grounded (reuses the Campaign Engines) → preview → create. Every artifact starts already routed to the right Studio.
Reschedule dates, rebalance channels and rethink content via chat. The AI suggests campaigns and moves artifacts where they're needed.
Owner, dates and statuses — Brief, In production, Approved, Published — for every artifact. Always-on or time-bound, with a Standby view.
Illustrative reconstruction · multichannel calendar view with drag & drop of activities.
From goal to publishing, a single flow — and every artifact already knows which Studio produces it.
One goal. A ready presentation.
Set a goal and pick the materials yourself — MAPS modules or your own documents — or let the AI select them. The deck is born data-grounded and anti-fabrication: it cites only real sources, no made-up numbers. AI editor for multi-slide, then high-fidelity export inside the client's .pptx template.
Let the AI choose the sources, or select MAPS modules and real documents in pass-through. The goal stays the common thread.
Executive, Data-driven, Pitch — or upload a reference .pptx: MAPS extracts its palette, fonts and logos.
A strategic chat that picks sources and outline; regenerate, change layout and reorder — on a single slide or the whole deck.
Real PDF/PPTX inside the template .pptx template: a worker clones the slide-template and injects the content, with a fallback builder.
Per-project file system, brand library with agency co-branding, and multi-country regional view — the strategic deck comes out ready for the room.
Not generated content. Market-ready content.
Client-ready doesn't just mean "well written." It means:
Text, images, video, audio, presentations and web. One single knowledge base. Every format.
From a GEO opportunity to a published blog.
A flow possible only in a single system: from intelligence to publishing, one context.
Not a prompt wrapper. A complete system.
MAPS orchestrates data, Graph RAG, models, reasoning, synthetic simulation and multimodal outputs on the same semantic context. That's why it's consistent, cumulative and ever more relevant with every project.
Use MAPS in the platform, or call its intelligence from your own AI tools. MCP connects the tools. MAPS gives them a shared knowledge base — without becoming another silo.
The craft has already changed.
You noticed it first.
There's no need to convince you that AI matters. You use it, you know it. The question is no longer whether — è how far.
Scattered tools, each for one piece. They save minutes, but the thread of the work stays with you — always to be pieced back together by hand.
MAPS is built for the second. It's not for everyone — not because it's hard, but because it has to be genuinely chosen.
If you recognize yourself, let's talk.
The power of a great team, in the hands of every member.
Richer output, in less time.
MAPS replaces no one: it multiplies people. It brings the analytical capacity of an entire department into everyday work — more depth, more markets, more output, more speed. But taste, judgment and the decision stay human.
The questions that matter.
Knowledge that grows.
A system that puts it to work.
Know your market better than anyone else.
Turn knowledge into new possibilities.
On-brand content, ready for the market.