THALWAG - PARTNERS & INVESTORS

A moat made of trust and time.

The Indian Ocean has a persistent observation gap and a 200,000-vessel commercial fishing fleet that crosses it every day. THALWAG is building the network that turns that fleet into the world’s most comprehensive real-time Indian Ocean observation system. This page describes the structural advantages, the commercial model, and how to engage.

Capital-light Fleet already at sea
Defensible Trust + archive depth
Multi-vertical One platform, many markets
Recurring Subscription intelligence

01 - THE MOAT

The structural advantages money alone cannot buy.

THALWAG’s competitive position rests on two things that are slow to build and almost impossible to replicate quickly: the trust of fishing communities earned through years of genuine partnership, and a data archive that grows more valuable every day the network operates. A competitor with more capital can buy sensors; they cannot buy the willingness of 200,000 fishing households to carry them.

Capital-light by design

The infrastructure is already deployed. India’s commercial fishing fleet - approximately 200,000 motorised vessels operating from hundreds of ports along the Indian coastline - goes to sea every day regardless of whether THALWAG exists. The observation network does not need to build vessels, ports, or transit routes. It needs to equip a fraction of an existing fleet with low-cost sensors and build the data pipeline behind them.

The cost per observation, at fleet scale, is a fraction of any comparable programme built on dedicated research infrastructure. Research vessels cost upward of ₹5-15 crore per day to operate. Argo floats cost approximately ₹10-15 lakh each and produce a single vertical profile every ten days before drifting out of the target region. A THALWAG sensor on a fishing vessel costs a fraction of either, operates daily, and stays in the target geography because that is where the fleet fishes.

The network scales with fisher participation, not capital expenditure. Adding capacity means enrolling more vessels, not procuring more infrastructure.

Trust is the asset

The THALWAG partnership model was designed from the ground up around a single constraint: fishing communities will not participate in a programme that treats them as platforms rather than partners. The design response is direct and specific: monetary compensation per valid transmitted observation, co-authorship credit in published research, ocean state and weather information shared back to participating vessels in real time, and governance representation for fishing communities in how the network operates.

This is not a marketing position. It is an engineering requirement. A network that does not compensate and genuinely partner with its participants will experience attrition. A competitor who enters the Indian Ocean fleet observation space faces the same constraint: they must earn the trust of the same communities, through the same slow process of demonstrated reciprocity, before the network functions at any meaningful scale.

Trust built through consistent delivery cannot be acquired; it can only be accumulated. THALWAG’s head start is measured in relationships, not runway.

The archive deepens every day

Ocean intelligence is not a spot product. Its value compounds with depth in time. A client using THALWAG data to price marine insurance risk, model cyclone track uncertainty, or validate a carbon blue-carbon sequestration claim needs historical context - how does today’s sea-surface temperature compare to the same season three years ago? What is the interannual variability in dissolved oxygen in this shipping corridor? These questions can only be answered by a dataset that has been running long enough to contain meaningful temporal variation.

Every day the network operates, the archive grows more defensible. A competitor entering the market in 2028 will not have 2024 observations. They will not have the 2025 monsoon anomaly record, or the 2026 Arabian Sea warming event baseline. The archive is a compounding asset. The longer THALWAG operates, the harder it is to displace.

Archive format: Zarr (cloud-native) + Zenodo mirror with versioned DOIs. All open under CC BY 4.0 - the defensibility is in the continuity and density, not the lock-in.

02 - THE MODEL

One platform. Many markets.

The THALWAG state estimate - a continuously running, self-correcting ocean analysis for the northern Indian Ocean - is built once and sold across multiple verticals. Shipping, marine insurance, offshore energy, aquaculture, and carbon verification all need the same underlying data product: an accurate, real-time picture of ocean conditions at depth. The observation network and the model are shared infrastructure. The commercial products will be derived from them.

Shipping & routing

Real-time ocean current, sea-state, and thermocline data directly improve fuel efficiency and voyage planning for commercial shipping transiting the Indian Ocean. The northern Indian Ocean handles approximately 80% of global seaborne oil trade. Vessel operators and fleet managers with better ocean state data make materially better routing decisions.

Product: API subscription · routing decision support layer Client type: fleet operators, voyage management systems

Marine insurance

Underwriters pricing hull and cargo risk in the Indian Ocean operate with limited ground-truth data on actual sea conditions. THALWAG observations will provide independent, real-time verification of ocean state at the time and location of an insured voyage - relevant both for loss assessment and for actuarial modelling of climate-correlated risk over time.

Product: historical observation API · event verification reports Client type: P&I clubs, hull underwriters, catastrophe modellers

Offshore energy

Offshore oil and gas operations, and increasingly offshore wind development in Indian waters, require accurate ocean current, wave, and thermal profile data for structural design, installation planning, and ongoing operations. THALWAG will provide the near-real-time and historical ocean state data that offshore operators currently source from global models with coarse Indian Ocean resolution.

Product: site-specific ocean state dashboards · historical data archive Client type: ONGC, offshore wind developers, marine contractors

Aquaculture

Marine aquaculture operations in the Arabian Sea and Bay of Bengal require accurate sea-surface and near-surface temperature, salinity, and dissolved oxygen data to manage cage positioning, stocking decisions, and mortality risk. Existing satellite products provide skin-layer temperature only. THALWAG will provide the subsurface data that aquaculture operators cannot currently access at the resolution they need.

Product: farm-site condition monitoring · anomaly alerts Client type: marine cage operators, state fisheries departments

Carbon & blue carbon

Blue carbon projects - mangrove restoration, seagrass, and open-ocean sequestration claims - require independent verification of ocean carbon parameters to meet voluntary and compliance market standards. THALWAG dissolved oxygen and temperature profiles, combined with fleet-scale eDNA sampling, will provide the ground-truth ocean state data that carbon verifiers currently lack for Indian Ocean projects.

Product: carbon verification data packages · ocean baseline reports Client type: carbon registries, project developers, verification bodies

03 - THE STRUCTURE

A neutral foundation. A funded mission.

THALWAG operates as two linked entities: a neutral research foundation that holds the open data, the scientific methods, and the fisher partnership agreements; and a commercial company that builds and sells ocean intelligence products using the foundation’s observation infrastructure. The commercial arm funds the mission. The foundation’s assets - data, relationships, methods - are not extractable by investors. This structure is deliberate.

A terracotta wax seal stamped with a wave, holding tied string: THALWAG's commitment, sealed.
Foundation

THALWAG Research Foundation

  • Holds the open observation data archive (CC BY 4.0)
  • Maintains the fisher partnership agreements and governance structure
  • Owns the published scientific methods and preprint record
  • Operates the data ingestion pipeline and quality control process
  • Governed by a board that includes fishing community representatives

Not investable · assets are held in trust for the public record · funded by the commercial arm and grants

Commercial arm

THALWAG Ocean Intelligence (Pvt. Ltd.)

  • Builds and operates the state estimation model (proprietary)
  • Develops and sells ocean intelligence products to commercial clients
  • Employs the engineering and commercial team
  • Pays a licence and data access fee to the foundation
  • Returns a share of revenue to the fisher compensation fund

Investable · equity available to strategic and financial investors · registered in India under the Companies Act

This structure was chosen for three reasons, stated plainly:

01

The data must be unconditionally open.

If the observation data were held in the commercial company, they could in principle be restricted, sold for exclusive access, or affected by investor pressure. The foundation structure makes this impossible by design. The open data commitment is structural, not a policy that management could reverse.

02

Fisher trust requires unconditional protection.

The partnership agreements with fishing communities include specific commitments about data use, privacy, and governance. These commitments are held by the foundation and are not subject to commercial negotiation. Fishers who participate in the network need to know that an investor exit, a financing event, or a management change cannot alter the terms on which they agreed to participate.

03

The science must be credible independently of the business.

Government agencies, research institutions, and international bodies use THALWAG data because they trust that it is produced by an organisation whose primary obligation is scientific integrity, not shareholder return. The foundation structure provides that credibility. A purely commercial company producing ocean observation data faces a credibility constraint that this structure removes.

04 - LET’S TALK

If this makes sense to you, write.

We are not raising from everyone and do not expect to be a fit for most investors. The right partner for THALWAG understands the Indian Ocean, values long-duration assets, and is comfortable with a structure that puts the mission above the exit. If that is you, a direct conversation is more useful than a deck.

WHAT TO INCLUDE IN YOUR FIRST MESSAGE

  • Your fund or institution, and the thesis that makes THALWAG relevant to it
  • Whether you are approaching as a financial investor, a strategic partner (shipping, insurance, energy, government), or a research institution
  • The question you most want answered that is not answered on this page

We respond to all substantive enquiries, usually within five business days. We do not respond to cold introductions that do not engage with the specifics of what THALWAG is building.

derin@thalwag.com Derin George - Founder

THALWAG · Kochi, Kerala, India
9.9312° N, 76.2673° E

AVAILABLE FOR DILIGENCE

Ready to share

  • Founding thesis - published on EarthArXiv (DOI 10.31223/X5J796)
  • First empirical study - published, open data + code (DOI 10.31223/X59B8P)
  • Sensor specification and calibration protocol

On request

  • Investor briefing document (financial model, scenario ranges)
  • Cap table and corporate structure detail
  • Fisher partnership agreement template
  • Technical architecture overview (commercial model)