Tecde.ai

Cover Block

PUBLIC

Attribute	Tecde.ai
Name	Tecde.ai
Tagline	Harvis is a WhatsApp-based digital agronomist helping small and medium-sized farmers improve climate resilience and market access.
Headquarters	Medellín, Colombia
Founded	2024
Stage	Seed
Business Model	B2B2C
Industry	Agtech
Technology	AI / Machine Learning
Geography	Latin America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding Label	Seed (total disclosed ~$120,000)

Links

PUBLIC

• Website: https://www.tecde.ai
• LinkedIn: https://co.linkedin.com/company/tecde
• Instagram: https://www.instagram.com/tecde.ai/

Executive Summary

PUBLIC

Tecde.ai is a Colombian agtech startup that has built a wedge into the smallholder farming market by deploying its AI assistant, Harvis, on WhatsApp, a platform already ubiquitous among its target users [F6S]. The company, founded in 2024 and based in Medellín, aims to democratize digital agriculture by providing technical assistance, operational traceability, and yield predictions to improve climate resilience and market access for farmers across Latin America [tecde.ai, retrieved 2024]. Its founding team, CEO Luis Miguel González and CTO Juan Sebastián Ochoa, brings a blend of commercial and technical focus to the venture, with Ochoa's public profile emphasizing computer vision applications for agriculture [LinkedIn, retrieved 2026]. The company's initial $120,000 seed round was led by Techstars Chicago Powered by J.P. Morgan in September 2024, providing runway for early development and market validation [CB Insights, Sep 2024]. The business model appears to be B2B2C, serving both the farmers directly and the enterprises that rely on their produce, though specific pricing and revenue figures are not public. Over the next 12-18 months, the key watchpoints will be the transition from accelerator-backed prototype to commercial deployments, the articulation of a clear monetization strategy, and the validation of its AI-driven predictions and computer vision capabilities in field conditions.

Data Accuracy: YELLOW -- Core product and funding details are confirmed; team roles and business model are inferred from multiple sources but lack direct primary confirmation.

Taxonomy Snapshot

Axis	Value
Stage	Seed
Business Model	B2B2C
Industry / Vertical	Agtech
Technology Type	AI / Machine Learning
Geography	Latin America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding	Seed (total disclosed ~$120,000)

Company Overview

PUBLIC

Tecde.ai is a Colombian agtech venture established in 2024, headquartered in Medellín [TheCompanyCheck, retrieved 2024]. The founding narrative centers on a specific wedge: leveraging WhatsApp, a platform already ubiquitous among its target users, to deliver agricultural intelligence. The company's flagship product, Harvis, is described as a "digital agronomist via WhatsApp" designed to assist small and medium-sized farmers [tecde.ai, retrieved 2024]. This approach frames the company's mission as democratizing digital agriculture through accessible technology [tecde.ai, retrieved 2024].

The company's first significant milestone was its acceptance into the Techstars Chicago Powered by J.P. Morgan accelerator program, which culminated in a $120,000 seed investment in September 2024 [CB Insights, Sep 2024]. This round represents the only publicly disclosed funding to date. Public records identify Juan Sebastián Ochoa as co-founder and CTO, with Luis Miguel González as CEO [LinkedIn, retrieved 2026]. The company's public communications position it as serving producers, cooperatives, and agro-industries across 17 countries in Latin America [tecde.ai, retrieved 2024].

Data Accuracy: GREEN -- Confirmed by Crunchbase, company website, and LinkedIn.

Product and Technology

MIXED

The product is a wedge, not a feature. Tecde.ai's flagship offering, Harvis, is a digital agronomist that farmers access entirely through WhatsApp [tecde.ai, retrieved 2024]. This choice of interface is the core of the company's go-to-market strategy, designed to bypass the adoption friction common with standalone agricultural apps in a region where WhatsApp is ubiquitous. The service promises 24/7 technical assistance to producers, cooperatives, and agro-industries across 17 Latin American countries [tecde.ai, retrieved 2024].

Behind the chat interface, the company claims to combine machine learning, AI, and engineering for data capture, management, analysis, and prediction [ConnectAmericas]. A specific technical capability cited is the use of computer vision to estimate and classify raw material in agro-industry operations [Crunchbase]. The product's stated functions are threefold: providing direct technical advice to farmers, enabling traceability of agricultural products, and generating predictive insights for operations [tecde.ai, retrieved 2024]. The business model appears to be B2B2C, with Harvis serving both the smallholder farmers and the enterprises that buy from them, though the specific monetization mechanics are not detailed publicly.

• Interface as wedge. The reliance on WhatsApp is a deliberate design choice to lower barriers for a user base with high smartphone penetration but potentially low digital literacy for complex apps [F6S].
• Core AI capability. Public materials emphasize computer vision for raw material classification, suggesting an initial focus on post-harvest quality assessment and inventory management for processors [Crunchbase].
• Service model. The promise of 24/7 assistance positions Harvis as a hybrid of an automated chatbot and a conduit to human experts, though the balance between the two is not specified.

PUBLIC The urgency for agricultural technology in Latin America is driven by a convergence of climate pressure, fragmented supply chains, and a mobile-first user base that has leapfrogged traditional desktop software. For Tecde.ai, the market is defined not by a single, static TAM figure but by a series of intersecting needs among small and medium-sized farmers (SMBs) and the enterprises that depend on them.

Third-party market sizing specific to WhatsApp-based agronomic assistance in Latin America is not publicly available. However, analogous reports provide a sense of scale. The Latin American agtech market was valued at approximately $1.2 billion in 2023, with projections for strong growth driven by precision agriculture and supply chain solutions [AgFunder, 2023]. The addressable user base is substantial: the Food and Agriculture Organization (FAO) estimates there are over 14 million smallholder farms in Latin America and the Caribbean, many facing productivity and climate resilience challenges [FAO, 2022]. Tecde's SAM is a subset of this, focused on Spanish-speaking SMBs with smartphone access, which exceeds 70% in major markets like Colombia, Brazil, and Mexico [GSMA, 2023].

Demand drivers are well-documented. Climate volatility is increasing crop failure risks, pushing farmers to seek predictive tools. Simultaneously, consumer and corporate demand for traceable, sustainably sourced produce is creating a pull from buyers seeking visibility into their supply chains. The primary tailwind for Tecde's wedge is the ubiquity of WhatsApp, which serves as both communication tool and de facto operating system for many SMBs, drastically lowering the cost of user acquisition and training. A secondary driver is the growth of impact-focused venture capital in the region, which aligns funding with ventures demonstrating measurable social and environmental outcomes alongside financial returns.

Adjacent and substitute markets reveal both opportunity and competitive pressure. The broader digital agriculture market includes precision farming hardware, satellite imagery analytics, and farm management software (FMS). These are often capital-intensive and cater to large-scale operations, leaving a gap Tecde aims to fill. A key substitute is the traditional, in-person agricultural extension agent, whose reach is limited by geography and cost. The regulatory environment presents a mixed picture: data privacy regulations are evolving, but the use of WhatsApp as a channel may simplify compliance versus building a standalone app that collects similar personal and operational data.

Metric	Value
Analogous Agtech Market LATAM 2023	1200 $M
Smallholder Farms LATAM	14 million farms
Smartphone Penetration Colombia	70 %

The chart underscores the foundational elements of Tecde's bet: a large, underserved user base operating within a growing but still nascent digital agtech ecosystem. The company's potential SAM is not the total agtech spend but the portion allocable to lightweight, chat-based intelligence and traceability services for SMBs.

Data Accuracy: YELLOW -- Market sizing is drawn from analogous third-party reports (AgFunder, FAO, GSMA); no specific sizing for Tecde's exact product category is publicly cited.

Competitive Landscape

MIXED Tecde.ai's Harvis enters a fragmented market by using WhatsApp as a primary interface, a tactical choice that sidesteps direct competition with more established, app-centric agtech platforms.

No named competitors were identified in the structured research sources, which limits a direct, head-to-head comparison. The competitive analysis must therefore map the broader landscape of alternatives available to small and medium-sized farmers in Latin America.

• Incumbent agronomy services. The most direct substitute is traditional, in-person agricultural extension services provided by cooperatives, government agencies, or private consultants. These offer deep, trusted relationships but are constrained by cost, scalability, and geographic reach [PUBLIC].
• App-based digital farming platforms. A crowded segment includes companies like AgroStar (India) or Taranis (global), which offer crop monitoring and advisory via proprietary mobile applications. Their models often require higher farmer tech literacy and smartphone data plans, creating an adoption barrier Harvis aims to circumvent [PUBLIC].
• Enterprise resource planning (ERP) and traceability software. Solutions from large providers like SAP or specialized agribusiness software firms target larger commercial farms and processors. These systems manage complex supply chains but are typically priced and designed for enterprise-scale operations, not smallholders [PUBLIC].
• General-purpose AI and messaging tools. A farmer could, in theory, use a combination of generic AI chatbots (e.g., ChatGPT) and WhatsApp groups for advice. This lacks the structured data capture, agricultural-specific models, and integration with buyer networks that Harvis proposes to provide [PUBLIC].

Tecde's current defensible edge is its chosen distribution channel. The decision to build on WhatsApp, where an estimated 90% of internet users in countries like Brazil and Argentina are active, is a low-friction wedge into a demographic often excluded by complex app ecosystems [F6S]. This edge is perishable, however. It is a distribution tactic, not a proprietary technology, and is easily replicable by well-funded incumbents or new entrants. The durability of this advantage depends on the speed at which Tecde can build a proprietary data asset and network effects before competitors adopt similar chat-based interfaces.

The company is most exposed on two fronts. First, it lacks the deep agricultural datasets that incumbents with years of field deployment have accumulated. A competitor like Taranis, with its extensive imagery library, could potentially layer a WhatsApp front-end onto a superior predictive model. Second, Harvis is exposed to platform risk from Meta. While WhatsApp Business API access is currently open, policy changes or fees could directly impact operating costs and go-to-market strategy.

The most plausible 18-month scenario sees the market for chat-based agronomy advice becoming more crowded. A winner in this segment will be the company that most effectively converts simple user interactions into a multi-sided platform, connecting verified farmer data with paying enterprise buyers. A company that fails to demonstrate tangible, scaled partnerships with cooperatives or food processors within this timeframe risks becoming merely a feature,a useful chatbot that fails to capture meaningful economic value in the agricultural value chain.

Data Accuracy: YELLOW -- Competitive mapping is inferred from the broader agtech category as no direct competitors were named in sources; channel analysis is based on company claims.

Opportunity

PUBLIC

Tecde.ai's opportunity rests on becoming the default digital layer for the millions of small and medium-sized farms across Latin America, a wedge driven by a platform they already use every day.

The headline opportunity is for Harvis to evolve from a WhatsApp-based agronomist into the foundational data and transaction platform for smallholder agriculture in the region. The company's cited mission to "democratize digital agriculture" [tecde.ai, retrieved 2024] targets a user base historically underserved by complex, expensive software. By using WhatsApp as the primary interface, Tecde.ai sidesteps the adoption hurdle that has stalled countless other agtech solutions. If successful, Harvis could become the single point of contact for a farmer's operational data, climate insights, and commercial connections, effectively owning the digital relationship with the producer. The evidence that makes this reachable, rather than purely aspirational, is the already massive, organic penetration of WhatsApp in the target geography. Tecde.ai is building on an existing behavior, not trying to create a new one.

Growth could follow several concrete paths, each with identifiable catalysts.

Scenario	What happens	Catalyst	Why it's plausible
Enterprise Procurement Integration	Harvis becomes the preferred system for large food & beverage companies to source traceable, climate-resilient produce from fragmented smallholder networks.	A pilot or partnership with a multinational agribusiness (e.g., Nestlé, Unilever) operating in Colombia or Peru.	Tecde.ai explicitly positions Harvis as a bridge to enterprises that rely on agricultural products [F6S]. The focus on traceability and prediction aligns directly with corporate sustainability and supply chain de-risking goals.
Government & NGO Channel	National agricultural extension services or development banks adopt and subsidize Harvis as a national digital advisory tool for farmers.	A contract with a government ministry (e.g., Colombia's Ministry of Agriculture) or a major development institution like the Inter-American Development Bank.	The founder's professional network includes a connection to the Inter-American Development Bank [LinkedIn, retrieved 2026]. Public-private partnerships for agricultural digitization are common in the region, creating a plausible channel.
Financial Services Layer	The operational data captured by Harvis enables risk assessment for crop insurance or micro-loans, turning the platform into a gateway for agricultural fintech.	Integration with an established insurtech or fintech platform serving rural Latin America.	The company's own description notes its technology is used for "prediction for agricultural operations" [tecde.ai, retrieved 2024], a core input for underwriting. This creates a natural adjacency.

Compounding for Tecde.ai looks like a classic data network effect. Each farmer interaction through WhatsApp generates structured data on crops, practices, and local climate conditions. This data improves the accuracy of Harvis's agronomic advice and predictive models, which in turn attracts more users and increases engagement. More users and better data enhance the platform's value for enterprise buyers seeking reliable, traceable supply, which attracts more buyers. Those commercial relationships then pull more farmers onto the platform to access premium markets, closing the loop. The initial evidence of this flywheel is the company's claim of serving producers in 17 countries [tecde.ai, retrieved 2024], suggesting early traction that could feed the data engine, though specific user counts are not public.

The size of the win, should a dominant platform scenario materialize, can be framed by looking at comparable agtech infrastructure plays. While direct public comps are scarce, the 2021 acquisition of farm management software provider Prospera by Valmont for $300 million [Reuters, May 2021] provides a benchmark for a data-centric agtech company. Prospera's model focused on data analytics for large farms. A platform that successfully aggregates and monetizes the smallholder segment across Latin America,a market often considered harder to reach but with immense scale,could command a significant premium for its strategic position and network. In a scenario where Harvis becomes the essential digital tool for even a single-digit percentage of Latin America's estimated 15 million smallholder farms, the company's value could approach or exceed that of a scaled, vertical-specific SaaS business. This is a scenario, not a forecast, but it illustrates the magnitude of the prize for which Tecde.ai is playing.

Data Accuracy: YELLOW -- The core product description and mission are confirmed by the company's own site. The growth scenarios are extrapolations based on stated market positioning and founder background; specific catalysts or partnerships are not yet public.

Sources

PUBLIC

1. [F6S] Tecde.ai | https://www.f6s.com/company/tecde.ai

2. [tecde.ai, retrieved 2024] Tecde · Democratizamos la agricultura digital a través de tecnología | https://www.tecde.ai

3. [CB Insights, Sep 2024] Tecde.ai Financials | https://www.cbinsights.com/company/tecde/financials

4. [TheCompanyCheck, retrieved 2024] Tecde | https://www.thecompanycheck.com/company/b/tecde/p880cj0t6i24309eu

5. [LinkedIn, retrieved 2026] Juan Sebastian Ochoa - CTO - Tecde Inc. | https://www.linkedin.com/in/juanochoa-ctotecde/

6. [LinkedIn, retrieved 2026] Luis Miguel González - CEO - Tecde.ai | (TechStars 24 | https://co.linkedin.com/in/luisgonzalez-ceotecde/en

7. [ConnectAmericas] Tecde | https://connectamericas.com/company/tecde

8. [Crunchbase] Tecde.ai | https://www.crunchbase.com/organization/tecde-ai

9. [AgFunder, 2023] AgFunder AgriFoodTech Investment Report 2023 | https://agfunder.com/research/agrifoodtech-investment-report-2023/

10. [FAO, 2022] The State of Food and Agriculture 2022 | http://www.fao.org/3/cb9479en/cb9479en.pdf

11. [GSMA, 2023] The Mobile Economy Latin America 2023 | https://www.gsma.com/mobileeconomy/latam/

12. [Reuters, May 2021] Valmont to buy Israeli agricultural AI firm Prospera for $300 mln | https://www.reuters.com/business/valmont-buy-israeli-agricultural-ai-firm-prospera-300-mln-2021-05-11/