AI knows everything -
except your strategic context

After working with 300+ businesses and agencies, we witnessed a critical challenge in the AI revolution. We saw strategists and agencies drowning in research compilation instead of strategic thinking - forcing brilliant minds to become information processors instead of leveraging AI to deliver systematic strategic intelligence.

The Strategic Research Bottleneck Crushing Agency Growth

15h +

Could be saved weekly per strategist if systematic intelligence handled competitive research compilation instead of manual multi-source gathering across scattered documents and websites

4 days

Average time agencies need for comprehensive prospect intelligence – while clients expect same-day strategic responses for new business opportunities

50%

Of strategic research time spent on information compilation rather than strategic analysis, limiting agency capacity and competitive intelligence depth

The Science Is Clear

Inisghts from 15 Language Model Research:
39% accuracy drop
when requests become back-and-forth conversations instead of clear, single instructions
112% increase in unreliability
in multi-turn conversations
200-300% longer responses
that become increasingly unfocused and less useful as conversations continue
Compounding effect
longer conversations create longer responses, which create more confusion, requiring even longer explanations
The Fundamental AI Limitation
Both context rot and conversation amnesia are manifestations of the same core problem:

AI’s unable to effectively process large amounts of unorganized information with complex nuances.

Whether it’s overwhelming document dumps or extended conversation threads, the result is the same - degraded performance and unreliable results.
Scattered Context → Vague AI Understanding → Clarification Needed → Multi-Turn Conversation → 39% Performance Drop → Longer, Unfocused Responses (200-300%) → "Conversation Amnesia" →  Endless Back-and-Forth Iterations

Context Engineering Changes Everything

Instead of this painful cycle:
Messy docs → Vague AI → Wrong outputs → More explaining → Even worse results
You get this smooth workflow:
Organized context → Smart AI → Perfect outputs → Consistent results
Why This Approach Is Future-Proof

Every AI advancement—from GPT to Claude to whatever comes next—performs better with structured, organized context. Companies building systematic context foundations today are ready for tomorrow's AI breakthroughs.

The Power of Context in AI

Why (Business) Context Engineering Is Essential for Professional AI Implementation

Prompt engineering is not enough


Built by ex-Accenture, Consultants, Engingeers

CLEAR™ Methodology

Makes business info optimized for AI and enables precise updates

Scattered content
Scattered, chaotic & conflicting information on various company documents and formats
Contextual Ownership & Boundaries

Each piece of business information has scope and ownership - no more AI confusion about what applies where.

Linking Through Strategic References

Business concepts connect explicitly, so AI understands your strategy instead of guessing.

Elimination of Content Duplication

Information exists in exactly one authoritative location, preventing the overload that breaks AI performance.

Authoritative Source Establishment

Clear hierarchy eliminates conflicts - AI knows which information takes priority.

Refinement for Optimal AI Processing

The previous four elements enable systematic, high-quality refinement - clear boundaries, ownership, linking, and no duplication make continuous optimization possible while maintaining context

Organized System
Connected & intelligent
40+ datapoints organized & ready to use with any AI
The solution

THEO: Strategic Intelligence Copilot + AI-Ready Business Foundations

Immediate Strategic Intelligence

Complete competitive analysis, brand positioning recommendations, and market research delivered in hours, not days.

AI-Ready Business Foundations

Systematic business intelligence that makes any AI application understand your strategic context from day one—protecting your investment across the evolving AI landscape.

The 3 Strategic Challenges We're Solving

The Research Compilation Trap

Strategic professionals told us:
"I spend 50% of my time gathering information from competitor websites and market reports when I should be analyzing patterns and developing strategic recommendations."

The Challenge: Brilliant strategic minds become information processors instead of strategic thinkers, limiting agency capacity and competitive intelligence quality.

The New Business Response Bottleneck

"Clients expect same-day competitive intelligence, but comprehensive prospect analysis takes us 3-5 days. We're losing opportunities to agencies with systematic approaches."

The Challenge: Manual research approaches can't deliver the speed and depth required for competitive new business development in today's market.

The Scattered Information Reality

Strategic intelligence lives everywhere - competitor websites, brand decks, market reports, industry analysis, cultural research. Without systematic organization, even experienced strategists can't help AI deliver the strategic depth clients demand.

The Challenge: Fragmented business intelligence prevents AI applications from understanding complex competitive relationships and strategic context.

Our Journey: From Generic AI to Strategic Intelligence

Each milestone in our journey focused on solving the strategic intelligence challenge that separates successful agencies from overwhelmed teams. While most AI tools provide generic productivity, our approach delivers strategic sophistication that creates competitive differentiation.

September 2023

From Startup Failure to Systematic Solution

We launched THEO after CEO and Founder Guntis' startup failure in 2016 taught him that scattered business information kills strategic decision-making. Six years of developing systematic business intelligence methods across 300+ businesses led us to understand what strategic professionals actually need - not just better prompts, but systematic intelligence architecture.

June 2024

Pivoted to Business Context Capturing and Structuring

Recognizing the critical gap between AI's potential and strategic implementation in professional services, we pivoted to focus on transforming scattered competitive and market intelligence into structured, AI-ready business foundations. This positioned THEO as the systematic intelligence layer that bridges generic AI tools and sophisticated strategic analysis.

July 2024

Strategic Investors Back the Vision

When successful founders invest in systematic approaches over quick fixes, you know the strategic direction is sound. We're backed by Artis (co-founder of Printify), Kriss (co-founder of Gravity Team), and Andrei from TheIntelligent.vc - investors who understand the difference between AI productivity tools and strategic intelligence infrastructure.

"The best strategic investments back systematic approaches that create lasting competitive advantages, not just temporary efficiency gains."

November 2024

Public Validation of Strategic Intelligence Need

Product Hunt validated that the need for strategic intelligence was real, but more importantly, user feedback confirmed the gap between generic AI tools and the systematic competitive intelligence that strategic professionals require for client-facing work.

February 2025

Pre-seed Funding for Strategic Intelligence Infrastructure

We secured €430k funding specifically to build sophisticated strategic intelligence capabilities that competitors can't easily replicate. While others build simple AI wrappers, we're developing systematic business intelligence architecture that captures, organizes, and enhances competitive and market intelligence with expert-designed frameworks.
The breakthrough is our ability to deliver immediate strategic insights while creating exportable AI-ready foundations - solving both the immediate research bottleneck and long-term AI intelligence needs.

March 2025

Building Strategic Intelligence Moats

Instead of chasing user growth, we've been building systematic competitive intelligence capabilities with strategic professionals who understand the difference between information and intelligence. We've been refining methodology, conducting agency interviews, and preparing for market expansion while strengthening the strategic intelligence foundation that makes consultant-level AI analysis possible.

Q3 2025

Strategic Radar & Continuous Intelligence (Roadmap)

Future Vision: Continuous competitive monitoring with strategic alerts, living business intelligence that evolves with market conditions, and complete AI-ready strategic infrastructure that powers assistants, agents, and automations automatically.

The Goal: Transform from static strategic analysis to dynamic strategic intelligence that helps agencies "never be surprised again" by competitive movements and market shifts.

Solving for context

Our team

We combine deep strategic methodology expertise with AI-ready business intelligence architecture - creating the systematic approach that separates sophisticated strategic professionals from generic AI users.

Our team has 15+ years experience in IT and startups, academia, consulting in the companies like:

What This Means for Strategic Teams

If you're drowning in competitive research compilation...

THEO organizes scattered market intelligence into systematic business foundations so AI applications can handle complex competitive analysis without contamination, freeing you for strategic thinking and client consultation.

If you're tired of training AI for every strategic project...

One systematic intelligence setup replaces hundreds of repetitive explanations across projects. Your AI applications understand competitive landscapes, positioning contexts, and strategic relationships from day one.

If you want strategic sophistication instead of research bottlenecks...

Stop spending time on information compilation and start spending time on the strategic analysis, competitive positioning, and client consultation work that actually wins business and builds competitive advantage.

If you need strategic intelligence that evolves...

Build AI-ready business intelligence foundations today that scale from immediate competitive analysis to continuous market monitoring, strategic radar systems, and living intelligence that adapts to market changes.

We know how to keep your secrets

Complete Protection

End-to-end encryption and secure processing protects your data during the brief processing time.

Zero Storage Promise

Your documents are deleted immediately after processing. No copies kept. No exceptions.

Security Standards

Following ISO 27001 security principles trusted by leading enterprises worldwide.