Treefera Product Roadmap — H2 2026

58 features · 13 July 2026, 13:44
Northstar & KPIs
Market Intelligence
Risk Intelligence
Environmental Intelligence
App & Platform
By Customer
Product line

Market Intelligence

North Star

Market Intelligence is the earliest, climate-aware read of global supply beneath every soft-commodity call — positions, hedges, sourcing — for organisations whose P&L rides on the harvest, not the report. One macro signal, built to act on before the market prices it in.

H2 2026

KPIs

Deliver · Perform · Validate
DELIVER
Futures-deliverable coverage
Breadth of futures markets MI is credible in — how many of the 10 priority contracts clear the ≥50% deliverable-supply bar.
4/10
As of S2: 10 Jun–23 Jun
67% of Q3 target
Target
Q3 20266 / 10
End-20269 / 10
How we measure
≥50% futures-deliverable coverage per priority contract (of 10).
PERFORM
Performance vs Market
Whether MI's signals beat the market — risk-adjusted (Sharpe > 1), better than analyst consensus, and lead price moves by > 24h.
0/10
As of S2: 10 Jun–23 Jun
Baseline TBC
Target
Q3 20261 / 10 hitting all 3 (+ 2 / 10 hitting 2 of 3)
End-20262 / 10 hitting all 3 (+ 3 / 10 hitting 2 of 3)
How we measure
Per signal release, beat baselines on (1) Sharpe > 1, (2) beats analyst consensus ≥50% of releases, (3) positive lead signal > 24h ahead of price move.
PERFORM
Performance vs Benchmark reports
Whether MI's forecasts beat the industry benchmark — WASDE for row crops, prior-year directional accuracy for soft commodities.
2/10
As of S2: 10 Jun–23 Jun
Baseline TBC
Target
Q3 20265 / 5 row crops (≤ 0.85× WASDE) · 3 / 5 soft (≥ 60% directional)
End-20265 / 5 row crops (≤ 0.80× WASDE) · 5 / 5 soft
How we measure
Row crops: MAPE ≤ WASDE × 0.85 (Q3) / 0.80 (End-2026). Soft commodities: directional accuracy ≥60% vs prior-year equivalent period.
VALIDATE
Customer data validation
Whether clients who actually run MI's data confirm it's useful — independent validation against their own benchmarks, not a survey response.
0
As of S2: 10 Jun–23 Jun
Baseline TBC
Target
Q3 2026≥ 50%
End-2026≥ 70%
How we measure
Written confirmation of at least one of: (1) data is performant vs expectations, (2) outperforms client's own model, (3) enhances client's existing models.
Product line

Risk Intelligence

North Star

Risk Intelligence is the calibrated, forward-looking evidence layer beneath every material ag decision — credit underwritings, sourcing calls, seed allocations, stress-test scenarios — for organisations whose capital sits in their farms, suppliers, borrowers, and natural assets. One substrate, indexed to the biological moments where commodity risk actually lives, built to stand up under audit.

H2 2026

KPIs

Deliver / Validate / Convert
DELIVER
Sprint commitment ship rate
Predictability of delivery — what proportion of work the team commits to at sprint planning actually ships by sprint close. The foundation of every customer commitment downstream.
32%
As of S2: 10 Jun–23 Jun
80% of Q3 target
Target
Q3 2026≥ 70% by Sprint 9
End-2026≥ 85% sustained through ACRI launch
How we measure
% of committed sprint scope shipped at sprint close (2-week cadence).
VALIDATE
Customer validation touchpoints / sprint
Discipline of testing in the open. How often the team runs structured discovery, PRD validation, or prototype-test sessions with anchors and named pipeline prospects — every sprint, not just at quarter-end.
1/4
As of S2: 10 Jun–23 Jun
50% of Q3 target
Target
Q3 2026≥ 2 / sprint
End-2026≥ 4 / sprint sustained
How we measure
Structured discovery, PRD validation, or prototype-test sessions with anchors + named pipeline prospects.
CONVERT
POC → paid commercial conversion
Whether the three anchor POCs actually convert to paid contracts. The headline H2 commercial outcome — the single number that proves the RI strategy is working with real customers.
1/4
As of S2: 10 Jun–23 Jun
100% of Q3 target
Target
Q3 20261 / 3 anchors
End-20263 / 3 — headline H2 commercial outcome
Product line

Environmental Intelligence

North Star

Environmental Intelligence is the verified, plot-level record beneath every carbon and environmental compliance claim — eligibility, project performance, deforestation due diligence, ongoing monitoring — for the developers, investors and buyers whose carbon revenue, compliance and sustainability goals rest on what's actually happening on the ground. One first-mile source of truth, built to stand up to the methodology, the registry, and the regulator.

H2 2026

KPIs

Deliver · Validate · Convert
DELIVER
Customer feature delivery rate
Predictability of customer-facing delivery — what % of committed features actually ships within their committed window.
TBC
As of S2: 10 Jun–23 Jun
Baseline TBC
Target
Q3 2026≥ 80% (Now-phase features)
End-2026Sustain ≥ 80% through Next-phase delivery
How we measure
% of committed customer-facing features shipped within their committed window. Source of truth: the customer delivery timeline / agreement with CS.
VALIDATE
Data acceptance rate
Pushes data trust through methodology, validation, and QA — whether what we deliver lands cleanly with customers, without CS needing to step in to interpret, fix, or re-explain.
TBC
As of S2: 10 Jun–23 Jun
Baseline TBC
Target
Q3 2026
End-2026
How we measure
% of delivered data outputs accepted by customers without intervention by CS.
CONVERT
Paid pilot → expanded commercial commitment
Whether EI's paid pilots convert to expanded commercial commitments — the headline H2 commercial outcome for the three anchor accounts.
0 / 3
As of S2: 10 Jun–23 Jun
0% of Q3 target
Target
Q3 20261 / 3 anchors
End-20263 / 3 — CHEP, Corrie MacColl, Imperial
How we measure
Paid pilot expanded into a broader commercial commitment by Dec 2026. New Forests not included — phase 1 is not a pilot.
North Star
Market Intelligence is the earliest, climate-aware read of global supply beneath every soft-commodity call — positions, hedges, sourcing — for organisations whose P&L rides on the harvest, not the report. One macro signal, built to act on before the market prices it in.
View full KPIs →
★Key deliverable
R&DR&D — exploratory, not sellable
Released
Now Committed. Active work scoped against the next two monthly deployments (Jul 8, Aug 5, Sep 2) plus the quarterly release on 7 Oct. Dates and scope are high-confidence.
Next Planned. The following quarter (Oct–Dec). Direction is firm but exact sequencing and dates remain flexible until the Now phase closes.
Framework: Now / Next / Later (Janna Bastow, ProdPad / Roman Pichler) — Later sits outside the visible window.
NOW
NEXT
Capability · MSU question
Jun
Jul
Aug
Sep
Oct
Nov
Dec
8 Jul
5 Aug
2 Sep
7 Oct
4 Nov
2 Dec
Today
Model Iteration #4
Model Iteration #4 5
✓Soy Brazil - Yield✓Coffee Brazil - Production Area✓Cocoa Cote d'Ivoire - Production Area✓Cotton US - Yield✓Cocoa Ecuador - Production Area
Model Iteration #5
Model Iteration #5 3
R&D[R&D] Model Testing framework & Performance ExperimentationR&D[R&D] Ingestion of key additional weather & earth observation signals into CDS[Beta] Iteration #5 Model outputs (soft commodity)
Interface releases
APIs & monthly insights 3
✓Tranche 2 Commodities API Launch✓[GA] Market Intelligence API Launch[GA] Automated Monthly Insights
Dashboard presentation layer 3
R&D[R&D] Yield & Production Area Dashboard Presentation LayerR&D[Experimental] Yield & Production Area Dashboard Presentation LayerShared MI·RI[Beta] Yield Risk Intelligence [dashboard] 1.0
North Star
Risk Intelligence is the calibrated, forward-looking evidence layer beneath every material ag decision — credit underwritings, sourcing calls, seed allocations, stress-test scenarios — for organisations whose capital sits in their farms, suppliers, borrowers, and natural assets. One substrate, indexed to the biological moments where commodity risk actually lives, built to stand up under audit.
View full KPIs →
★Key deliverable
R&DR&D — exploratory, not sellable
Released
Now Committed. Active work scoped against the next two monthly deployments (Jul 8, Aug 5, Sep 2) plus the quarterly release on 7 Oct. Dates and scope are high-confidence.
Next Planned. The following quarter (Oct–Dec). Direction is firm but exact sequencing and dates remain flexible until the Now phase closes.
Framework: Now / Next / Later (Janna Bastow, ProdPad / Roman Pichler) — Later sits outside the visible window.
NOW
NEXT
Capability · MSU question
Jun
Jul
Aug
Sep
Oct
Nov
Dec
8 Jul
5 Aug
2 Sep
7 Oct
4 Nov
2 Dec
Today
Agricultural Stress Intelligence (6m forecast)
Crop & weather stress 7
How are growing conditions and crop stress for [crop x region] this season — and what does that mean for sourcing / lending?
R&D✓[R&D] Agricultural Stress Bayer POC [Corn in East Africa]BayerR&D[R&D] Agricultural Stress Intelligence technical scopingR&D[R&D] Agricultural Stress JPM POC [Mozambique]JPMorganAgricultural Stress Intelligence 1.0 [Corn in East Africa]BayerAgricultural Stress Intelligence 1.1 [Corn, Soy coverage]BayerAgricultural Stress Intelligence 1.2 [Rubber, Cotton in CIV; and India sugar]Olam AgriAgricultural Stress Intelligence 1.3 [Wheat]
Biodiversity stress 2
R&D[R&D] Agricultural Stress Intelligence [IBAT expansion]Olam Agri, BayerAgricultural Stress Intelligence Biodiversity 1.0Olam Agri, Bayer
Yield & Credit Risk Intelligence
Yield Risk Intelligence 4
What yield should I expect from [commodity x origin] this season — and how does that change my sourcing / allocation position?
R&D✓[R&D] Risk Taxonomy FrameworkR&D✓[R&D] Yield Risk Intelligence Dyson [UK Wheat]DysonShared MI·RI[Beta] Yield Risk Intelligence 1.1 [Corn & Soy in the US]US BankYield Risk Intelligence 1.2 [commodity scale - MI commodities]
Agricultural Credit Risk 3
Should we extend credit / renew this borrower's cycle — given crop history and forward yield position?
R&DAgricultural Credit Risk [Scoping]R&D[R&D] Farm-level yield intelligence downscalingFarm Op, US BankAgricultural Credit Risk 1.0 [US Corn + Soy]Farm Op, US Bank
Q4 2026 → Q1 2027 scoping — expansion from Yield Risk Intelligence, contingent on YRI delivery progress. Not yet a Next commitment.
Location Discovery
Location Discovery 4
✓Land Boundary Detection 1.1 [England + Wales]EYField Boundary Detection 1.0 [Regen Ag]Land Boundary Detection 1.2 [US]✓Postal-code-to-Polygon 1.0EY
Location Analysis
1
R&DKenya Maize Detection TNC StreamlitTNC
North Star
Environmental Intelligence is the verified, plot-level record beneath every carbon and environmental compliance claim — eligibility, project performance, deforestation due diligence, ongoing monitoring — for the developers, investors and buyers whose carbon revenue, compliance and sustainability goals rest on what's actually happening on the ground. One first-mile source of truth, built to stand up to the methodology, the registry, and the regulator.
View full KPIs →
★Key deliverable
R&DR&D — exploratory, not sellable
Released
Now Committed. Active work scoped against the next two monthly deployments (Jul 8, Aug 5, Sep 2) plus the quarterly release on 7 Oct. Dates and scope are high-confidence.
Next Planned. The following quarter (Oct–Dec). Direction is firm but exact sequencing and dates remain flexible until the Now phase closes.
Framework: Now / Next / Later (Janna Bastow, ProdPad / Roman Pichler) — Later sits outside the visible window.
NOW
NEXT
Capability · MSU question
Jun
Jul
Aug
Sep
Oct
Nov
Dec
8 Jul
5 Aug
2 Sep
7 Oct
4 Nov
2 Dec
Today
Deforestation and Degradation
DDR Phase 1 1
DDR - Phase 1: Deforestation & Degradation Risk: App Workflow & ProtocolCHEP, Corrie MacCo
DDR Phase 2 1
DDR - Phase 2: Enriched Risk Capability — Additional Data Layer IntegrationCorrie MacCo
DDR Phase 3 1
DDR- Phase 3: R+D - Degradation risk (anchor > CHEP use case)CHEP
Afforestation, Reforestation, Revegetation (ARR)
ARR VERRA Eligibility 3
Is this land eligible for ARR under VM0047?
ARR (VM0047) Forest & Land eligibility 1.3 [model + methodology improvements]Ingest Satellite ImageryARR VERRA (VM0047) [Eligibility] IBAT extension (Global)New Forests, Finite Carbo
ARR VERRA Feasibility 1
How likely is this ARR project to succeed, and how accessible is it?
R&D[R&D] ARR VERRA (VM0047) [Feasibility]New Forests
ARR VERRA Performance 4
Are my planted trees on track vs baseline, and how many credits can I claim?
ARR (VM0047) Performance Benchmark Analysis V1.0ARR Performance Benchmark 1.1: VERRA (VM0047) registry alignedARR (VM0047) Performance Benchmark Tool 1.1: Country Expansion for registry-aligned control plot selectionNew Forests, Finite CarboARR Performance Project v1.1: VERRA aligned (VM0047)New Forests
Improved Forestry Management
Improved Forestry Management (ACR) Performance 2
[IFM ACR Comparable Property Detector 1.1Greenline, Finite CarboIFM dynamic baseline (ACR) protocolAnew
★Key deliverable
R&DR&D — exploratory, not sellable
Released
Now Committed. Active work scoped against the next two monthly deployments (Jul 8, Aug 5, Sep 2) plus the quarterly release on 7 Oct. Dates and scope are high-confidence.
Next Planned. The following quarter (Oct–Dec). Direction is firm but exact sequencing and dates remain flexible until the Now phase closes.
Framework: Now / Next / Later (Janna Bastow, ProdPad / Roman Pichler) — Later sits outside the visible window.
NOW
NEXT
Capability · MSU question
Jun
Jul
Aug
Sep
Oct
Nov
Dec
8 Jul
5 Aug
2 Sep
7 Oct
4 Nov
2 Dec
Today
App 3
API --> App visualisation: Location Card Analysis 1.0App Navigation, Design & User Journey MappingApp UX Refit: Concepts & Contracts
Centralised Data Service 2
✓Weather & Climate Service integration 1.0Centralised Data Service 1.0
Data Pipeline & Orchestrator 1
Data refresh & subscription model
QAaaS 1
API Refit + Data Quality enhancement
Identity & Access Management 3
Usage & MonitoringAdmin UIIAM Simplification
Now committed — delivered by the 7 Oct quarterly release. Next planned for the following quarter (Oct–Dec). Later scoping only — not yet a committed deliverable.
Bayer5 features
PhaseFeatureTimelineProduct lineDeployment scope
Now[R&D] Agricultural Stress Bayer POC [Corn in East Africa]29 Apr 2026 → 24 Jun 2026RIR&DStreamlit
NowAgricultural Stress Intelligence 1.0 [Corn in East Africa]10 Jun 2026 → 2 Sep 2026RIAppAPI
Now[R&D] Agricultural Stress Intelligence [IBAT expansion]1 Aug 2026 → 31 Aug 2026RIR&D
NowAgricultural Stress Intelligence 1.1 [Corn, Soy coverage]4 Aug 2026 → 6 Oct 2026RIAppAPI
NextAgricultural Stress Intelligence Biodiversity 1.07 Oct 2026 → 4 Nov 2026RIAppAPI
New Forests4 features
PhaseFeatureTimelineProduct lineDeployment scope
NowARR (VM0047) Performance Benchmark Tool 1.1: Country Expansion for registry-aligned control plot selection1 Jul 2026 → 2 Sep 2026EIAppAPI
NowARR VERRA (VM0047) [Eligibility] IBAT extension (Global)4 Aug 2026 → 2 Sep 2026EIAppAPI
NowARR Performance Project v1.1: VERRA aligned (VM0047)1 Sep 2026 → 30 Sep 2026EIAppAPI
Next[R&D] ARR VERRA (VM0047) [Feasibility]1 Oct 2026 → 31 Dec 2026EIR&D
Finite Carbon3 features
PhaseFeatureTimelineProduct lineDeployment scope
NowARR (VM0047) Performance Benchmark Tool 1.1: Country Expansion for registry-aligned control plot selection1 Jul 2026 → 2 Sep 2026EIAppAPI
NowARR VERRA (VM0047) [Eligibility] IBAT extension (Global)4 Aug 2026 → 2 Sep 2026EIAppAPI
Next[IFM ACR Comparable Property Detector 1.11 Oct 2026 → 31 Dec 2026EIAPI
Olam Agri3 features
PhaseFeatureTimelineProduct lineDeployment scope
Now[R&D] Agricultural Stress Intelligence [IBAT expansion]1 Aug 2026 → 31 Aug 2026RIR&D
NowAgricultural Stress Intelligence 1.2 [Rubber, Cotton in CIV; and India sugar]4 Aug 2026 → 6 Oct 2026RIAppAPI
NextAgricultural Stress Intelligence Biodiversity 1.07 Oct 2026 → 4 Nov 2026RIAppAPI
US Bank3 features
PhaseFeatureTimelineProduct lineDeployment scope
Now[Beta] Yield Risk Intelligence 1.1 [Corn & Soy in the US]5 Aug 2026 → 6 Oct 2026RIAppAPI
Now[R&D] Farm-level yield intelligence downscaling1 Sep 2026 → 30 Sep 2026RIR&D
LaterAgricultural Credit Risk 1.0 [US Corn + Soy]1 Nov 2026 → 28 Feb 2027RIAppAPI
CHEP2 features
PhaseFeatureTimelineProduct lineDeployment scope
NowDDR- Phase 3: R+D - Degradation risk (anchor > CHEP use case)1 Jul 2026 → 31 Aug 2026EIStreamlit
NextDDR - Phase 1: Deforestation & Degradation Risk: App Workflow & Protocol1 Sep 2026 → 31 Oct 2026EIAppAPI
Corrie MacColl2 features
PhaseFeatureTimelineProduct lineDeployment scope
NowDDR - Phase 2: Enriched Risk Capability — Additional Data Layer Integration1 Jul 2026 → 31 Aug 2026EIAppAPI
NextDDR - Phase 1: Deforestation & Degradation Risk: App Workflow & Protocol1 Sep 2026 → 31 Oct 2026EIAppAPI
EY2 features
PhaseFeatureTimelineProduct lineDeployment scope
NowLand Boundary Detection 1.1 [England + Wales]29 Apr 2026 → 3 Jun 2026Location DiscoveryAppAPI
NowPostal-code-to-Polygon 1.029 Apr 2026 → 3 Jun 2026Location DiscoveryAppAPI
Farm Op2 features
PhaseFeatureTimelineProduct lineDeployment scope
Now[R&D] Farm-level yield intelligence downscaling1 Sep 2026 → 30 Sep 2026RIR&D
LaterAgricultural Credit Risk 1.0 [US Corn + Soy]1 Nov 2026 → 28 Feb 2027RIAppAPI
Anew1 feature
PhaseFeatureTimelineProduct lineDeployment scope
NextIFM dynamic baseline (ACR) protocol1 Oct 2026 → 31 Dec 2026EIAppAPI
Dyson1 feature
PhaseFeatureTimelineProduct lineDeployment scope
Now[R&D] Yield Risk Intelligence Dyson [UK Wheat]12 May 2026 → 1 Jul 2026RIStreamlit
Greenline1 feature
PhaseFeatureTimelineProduct lineDeployment scope
Next[IFM ACR Comparable Property Detector 1.11 Oct 2026 → 31 Dec 2026EIAPI
JPMorgan1 feature
PhaseFeatureTimelineProduct lineDeployment scope
Now[R&D] Agricultural Stress JPM POC [Mozambique]1 Jun 2026 → 30 Jun 2026RIR&D
TNC1 feature
PhaseFeatureTimelineProduct lineDeployment scope
NowKenya Maize Detection TNC Streamlit1 Jul 2026 → 31 Aug 2026Commodity DetectionStreamlit
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