A HEAT-led integrated team positioned to win on three structural advantages: a deployed reference platform (BEAT/MRV-Tool) that HEAT will vibe-code in-house on its production Cloudflare + GitHub + Supabase stack using Claude Code and Cursor; a Thai key-personnel layer (Dr Sate Sampattagul · Nattaya Lonawan · AI-native Thai vibe-coding dev) plus SDF community delivery; and a donor-grade narrative that reframes this tender as the first national prototype for the GEF/UNDP SGP Global Knowledge & Learning Platform.
UNDP Thailand · GEF SGP OP8
RefUNDP-THA-00209
Deadline29 May 2026
Bid validity120 days
Target bid USD 225 000
Track B: HEAT-direct billings ~21% + Table 2 margin retention. Gross margin/reserve USD ~56 000 (25%).
Tech 70 / Fin 30 · cumulative
Tech threshold490 / 700 (70%)
Largest weightSec 2 · 300 pts
Solo: just clears · Consortium: competitive
HEAT solo (sim)745 / 1000
HEAT + Thai (sim)930 / 1000
Three interlocking wedges around HEAT prime — each sub holds a defined deliverable slice with a contractual deliverable, a key-personnel slot, and a fee envelope. Geography of execution is Thailand; geography of accountability is HEAT Königstein.
HEAT builds the digital MRV platform in-house using Claude Code and Cursor on its production stack — BEAT/MRV-Tool pattern transfer, 3–4 months to MVP. Methodology, indicator architecture (GEF-8 CI · IRRF · SDG · GRI/TCFD/IFRS · T-VER/GS/VCS · biodiversity-credit cross-walk), AI auto-quantification, QA, UNDP relationship.
UNISERV · Chiang Mai University
SusSpec (direct) + AI-native SwDev (to source)
CSO / CBO · ethnic-community delivery
Mandatory anchor language used consistently across Section 2.1, executive summary, cover letter, and oral presentation if invited.
For the GEF/UNDP SGP USD 5M Global Knowledge & Learning Platform — pre-GEF Assembly 2026 launch. Thailand becomes the global reference deployment.
Built on UNDP open-source National Carbon Registry (DPG-accredited Sept 2024) and National Climate Transparency Tool. Direct interop, no vendor lock-in.
Thailand's NDC 3.0 (Nov 2025) explicitly mandates a digital tracking system. The SGP MRV becomes the grass-roots feeder layer to the national stack.
Five Premium T-VER tests built in as first-class data: additionality · ≥2 SDGs · do-no-net-harm · FPIC · approved methodology. Future ETS revenue pathway for grantees.
Terraform + Docker + standard PostgreSQL + documented credentials. UNDP can transfer to any host (govt, academic, NGO) at any time — directly answering the ToR sovereignty clause.
Bilingual Thai/English platform with Sgaw Karen and Moken tutorial localization. Pictogram UX for low-literacy operators. Operationalizes Ethnic Protection Act 2025.
BEAT/MRV-Tool — SvelteKit + Supabase + ECharts + Cloudflare; ~62 tables, 100k+ records, 5 countries incl. Thailand. Live at alcbt-dashboard.pages.dev.
UNDP-BHU-MAF · UNDP-BOT-NDC3 · UNDP-UGA-LTS (active 2026). 30/30 points (cap) under Sec 1.5.
LLM emission-factor lookup, photo-evidence area/count estimation, auto-narrative report generation — innovation invited by ToR.
Yuam-Salween sensitivity desk; Karen/Moken consent protocols co-designed with SDF; community-data ownership clauses in EULA.
SLA-backed 18-mo helpdesk in Thailand via Seven Peaks; quarterly maintenance log; Month-12 migration drill rehearsal.
| Section | Max | HEAT solo | HEAT + Thai consortium | Kasetsart-led (likely) |
|---|---|---|---|---|
| 1 — Qualification | 200 | 155 | 197 | 180 |
| 2 — Methodology | 300 | 230 | 240+ | 260 |
| 3 — Key personnel | 200 | 120 | 175+ | 195 |
| Technical total | 700 | 505 · 72% | ≥612 · ≥87% | 635 · 91% |
| Financial (formula) | 300 | 240 | 270 | 285 |
| Grand total / 1000 | 1000 | 745 | ≥882 | 920 |
Solo bid clears the 70% threshold but is uncompetitive against an incumbent-experienced Thai team. Consortium scenario wins by 10 points on technical edge (DPG architecture, AI tooling, BEAT reference) at slightly higher price than a domestic-only bid.
● full · ◐ partial · ◯ light. Each ToR capability mapped to the partner that owns it primarily.
| Capability | HEAT | South Pole BKK | Seven Peaks | SDF |
|---|---|---|---|---|
| MRV methodology & indicator architecture | ||||
| Digital platform build (full-stack, PWA, PDPA) | ||||
| T-VER / Premium T-VER methodology | ||||
| UNDP / GEF reporting (CI 4 · 6 · 11, IRRF) | ||||
| FPIC + ethnic-community delivery (Karen, Moken) | ||||
| Thai language training delivery | ||||
| Biodiversity-credit metrics (Andaman seagrass) | ||||
| AI auto-quantification & photo evidence | ||||
| 18-month O&M + Bangkok helpdesk | ||||
| QA, audit, UNDP contract administration |
Prime is the contract holder, not the majority fee capturer. Annex III Table 2 fees flow to Thai-fluent key personnel; HEAT bills Table 3 lump sums.
| Role | USD/day | Days | Subtotal |
|---|---|---|---|
| Team Leader (Dr Sate · Thai+EN) | 750 | 70 | 52 500 |
| Sustainability Specialist (Nattaya · Thai+EN) | 500 | 80 | 40 000 |
| SwDev / IT-Support (AI-native vibe-coder · Thai+EN) | 500 | 120 | 60 000 |
| Table 2 subtotal | 270 | 152 500 |
Buy bands (internal): TL USD 550–580 · SusSpec USD 388–400 · SwDev USD 388–400. Margin 25–36% on buy. Never expose sell rates to candidates.
| # | Risk | Severity | Mitigation | Owner |
|---|---|---|---|---|
| R1 | E3 platform credential rejected by UNDP procurement | Med | Submit clarification Q to confirm BEAT/MRV-Tool satisfies E3 before bid lock | Steffi |
| R2 | Vibe-coding velocity assumption fails — MVP slips past Month 4 | Med | BEAT/MRV-Tool pattern transfer + Claude Code/Cursor proven at HEAT; weekly velocity tracking; Manuel + Maxine + Rohit reserve hours | Maxine |
| R3 | Kasetsart University incumbent bid (built UNDP SCALA MRV) | High | Lean hard on DPG architecture + GEF/UNDP Global Platform framing + vibe-coding velocity | Irene |
| R4 | Yuam-Salween FPIC sensitivity surfaces during pilot | Med | SDF community-consent desk; explicit community-data-ownership protocol | SDF |
| R5 | AI-native Thai SwDev unavailable / scarce segment | Med | Source via Nattaya + Sate networks; Bangkok AI builder communities; fallback to mid-senior dev with high vibe-coding learning curve | Abbas |
| R6 | Vendor lock-in concern raised by UNDP migration clause | Low | Terraform IaC + Docker + standard PostgreSQL + Month-12 migration drill | Maxine |
| R7 | PDPA breach in pilot data capture | Med | PostgreSQL RLS + ACinfotec pen-test + minimised PII capture pattern | Seven Peaks |
| R8 | NotebookLM auth lapses delay Section 2.1 source synthesis | Low | Manual source extraction fallback; SDF-supplied Thai-language references | Steffi |
Suwimol SereepaowongSGP NC Thailand
Niamh Collier-SmithUNDP RR Thailand
Thadthana LuengthadaSGP Programme Asst
procurement.th@undp.orgProcurement
UNDP BPPS Nature HubNbS / biodiv
RBAP Bangkok HubRegional pilot uplift
GEF Secretariat / SGP CPMTKnowledge Platform
UNDP Climate Promise 2.0Digital MRV pillar
UNDP Digital StrategyDPG portfolio
TGOT-VER scheme PMO
DCCE / ONEPNDC tracking
SEC One ReportESG demand pull
Ethnic-Protection focalAct 2025
UNDP clarification Q on E3due 22 May
LOIs — South Pole, Seven Peaks, SDFdue 24 May
Signed CVs · 3 key personnelcandidates pending
Annex III XLSX populatebudget locked 27 May
Audited financials 2024in hand
NotebookLM source synthesis → Sec 2.1auth needed
4 figures produced (data flow · cross-walk · UX · IaC)PaperBanana
Nattaya outreach rate alignment450 → 500
BEAT GitHub + dashboard public-access reconfirmverify URL
South Pole reputation pre-clear with UNDPdiscreet
Built UNDP SCALA MRV. Quasi-incumbent. Strong Thai-fluent academic team. High likelihood.
Counter: DPG architecture · GEF Global Platform framing · BEAT deployed-reference proof.
Long Thai climate-policy track record. Lighter digital-platform bench. Med likelihood.
Counter: Seven Peaks engineering depth · AI auto-quantification · PWA offline-first.
Strong community/forestry network. May enter as prime or sub. Med likelihood.
Counter: SDF community-delivery layer · ethnic-minority localization · UNDP/GEF portfolio.
"HEAT vibe-codes Thailand's first digital-public-goods-native SGP MRV in-house on Cloudflare + GitHub + Supabase — built on UNDP's National Carbon Registry and Climate Transparency Tool, ethnic-community-first, Premium T-VER ready, migration-ready by design — paired with a Thai key-personnel team led by Dr Sate Sampattagul (CMU UNISERV) and positioned to become the first national prototype for the GEF/UNDP SGP Global Knowledge & Learning Platform."