Seven digital pillars on one orchestration spine — the AERONOVA Master App — integrating industry-standard authoring and computation tools through a single Federated Model State. Engineered for AAHL, AAI Round III, NIA, NMIA and East African pursuits. Anchored by Spice Garden Zanzibar (₹37.6 cr / 3-year live engagement).
Global airport consulting is a USD 8–12 bn services market, growing on the back of USD 2.3 trillion of airport CAPEX through 2030. The big four — AECOM, Jacobs, Arup, Mott MacDonald — sell artisanal time-and-materials. The Indian and emerging-market opportunity is to sell the same engineering depth, productised on an AI-native spine, anchored by Knight Frank's proprietary market-intelligence overlay (Wealth Report, Active Capital, L&I, Hospitality) — data no aviation-pure vendor has.
AECOM, Jacobs and Arup own the engineering-depth narrative. We do not displace that — we orchestrate the same toolchain (Revit, Civil 3D, OpenBuildings, Navisworks, ANSYS Fluent, IES VE, Legion Studio, P6, CostX) through the AERONOVA Master App, and add the data only Knight Frank has: HNI density (Wealth Report), FDI flows (Active Capital), Hospitality ADR pipelines, Logistics & Industrial rents. That overlay turns generic master-planning into commercially defensible decisions an aviation-pure vendor cannot match.
Every output is generated for eight stakeholder audiences from a single Federated Model State: owner / board / lender / regulator (jurisdiction-aware: AERA India, CAA UK, DGCA Tanzania, FAA US, ICAO international) / EPC / concessionaire / community / operator. AERA is one of several regulators we serve — not the practice's centre of gravity. That centre is the multi-year engagement, lived in the owner's boardroom and written into the lender's term sheet.
| Audience | What they get |
|---|---|
| Owner / Sponsor | Single source of truth from concept to first flight; investment-grade master plan with auto-generated stakeholder packs; multi-year accountability |
| Board / Investment Committee | Pareto frontier audit trail, ADMP gateway evidence packs, Knight Frank Airport Index peer band — survives 5-year shareholder scrutiny |
| Lender (IFC / ADB / commercial) | Bankable PPP DCF with full sensitivity cube; ESG-linked covenant compliance; ACA Level 4–5 pathway |
| Regulator — jurisdiction-aware | AERA (India) · CAA (UK) · DGCA (Tanzania, etc.) · FAA (US) · ICAO (international) — format-aware submissions, line-itemed precedent, defensible at first reading |
| EPC contractor / Master architect | Parametric design charter; BIM-ready to LOD 250; ER + CoC with parametric clause linkage; Anti-Dilution Protocol |
| Concessionaire | Non-aero forecasts tied to terminal flow heatmaps; HoT-grade concession framework; performance attribution |
| Community / EIA | Noise contour, emissions, water, waste — climate-adapted resilience narrative for IFC/lender disclosure |
| Operator | Handover dossier with operational baselines, KPI/KRA schedule, ORAT-Lite playbook, post-launch tracking |
AERONOVA does not replace the AECOM/Jacobs toolchain — it orchestrates it. The Master App is a thin orchestration spine that runs three patterns over published APIs: (1) iframe embed for live tools; (2) launch-with-context for desktop tools (Revit, Civil 3D, ANSYS); (3) batch orchestration for headless computation. Below it sits the Federated Model State — one JSON-LD document graph that every pillar reads and writes.
| Universal Aviation Corpus | ICAO · IATA · FAA · ACI · ECBC — the public standards canon |
| KF Proprietary Overlay | Wealth Report · Active Capital · Hospitality · L&I · Research |
| Yardstick Peer DB | 150+ airports × 80+ metrics, joined and normalised |
| Project Memory | Every prior engagement's brief, decisions, gates, redlines |
| Aerolens Lesson Library | NIA Phase-1 lessons converted into Phase-2A clauses — institutional memory |
Public & published (ICAO, IATA, peer reports): cloud LLM with retrieval — Anthropic Claude / Bedrock, ZDR enabled. Fast, cheap, current.
Project-confidential (briefs, financials, lender models): self-hosted Llama 3 8B / Mistral 7B on KF Gurgaon GPU appliance. Air-gapped from public internet. Zero data leaves the engagement perimeter.
Stakeholder-restricted (per-NDA documents): per-engagement vector store, scoped retrieval, audit log. The same Federated Model State, with row-level security.
Cost-to-technology kept pragmatic: ~₹40-60 lakh / year LLM compute, ~₹80-120 lakh CAPEX for 1× GPU appliance. Not 100% self-host theatre — pragmatic classification.
The Federated Model State is a JSON-LD document graph maintained per engagement. Demand layer (MPPA, PHP, K-factor, peak-month, international share) cascades into the Physical layer (Terminal, Airside, Landside parametric models published into Revit/Civil 3D/OpenBuildings). The Standards layer auto-attests against IATA ADRM, ICAO Annex 14, FAA ACs, jurisdiction-specific regulators. The Financial layer recomputes PPP DCF, UDF, EBITDA, DSCR in real time. The Governance layer runs ADMP Gateway G0–G6 with Standards Matrix, Decision Charter, and Tasting Panel logs. Change a gate count anywhere — every other layer responds.
Each pillar is a discipline-specific cockpit on top of the AERONOVA Master App, surfacing the right industry-standard tools, the right data, and the right Yardstick peer band at the moment of decision. Every output ships with eight stakeholder packs auto-generated from the Federated Model State.
Core claim. The integrated decision platform behind Knight Frank's master-planning engagements. One workspace where Terminal, Airside, Landside, and Financial specialists work off a single Federated Model State — every change reflected end-to-end. Aeroplanner Pro orchestrates industry-standard authoring and computation tools (Revit, Civil 3D, OpenBuildings, Navisworks, ANSYS Fluent, IES VE, Legion Studio, P6, CostX) through the AERONOVA Master App, with parametric integrity preserved across every discipline.
Terminal teams use IATA ADRM spreadsheets. Airside teams use CAD plus runway-length calculators. Landside teams use traffic-engineering tools. Finance uses 50-year DCFs in Excel. Assumptions drift; the demand basis the architect sized to is not the demand basis the financial model bid on. Regulators (AERA in India, CAA UK, DGCA Tanzania, FAA US, ICAO international) get inconsistent submissions. Aeroplanner Pro produces an auditable, parametric Standards Matrix automatically and integrates that evidence into every stakeholder pack.
Aeroplanner Pro operationalises the Airport Design Management Protocol (ADMP) — Gateway G0 (Client Problem Statement) gates every promotion of design maturity. Output flows into stakeholder-specific evidence packs automatically: owner board pack, lender bankability dossier, regulator submission (per jurisdiction), EPC ER + CoC, concessionaire revenue forecast, community EIA, operator handover dossier.
| Layer | What it carries |
|---|---|
| Demand Layer | MPPA, PHP, K-factor, peak-month, international share — parametric inputs |
| Physical Layer | Terminal · Airside · Landside parametric models — published into Revit / Civil 3D / OpenBuildings |
| Standards Layer | IATA ADRM · ICAO Annex 14 · FAA ACs · jurisdiction-specific regulators — auto-attestation matrix |
| Financial Layer | PPP DCF · UDF calibration · regulator-specific submission templates |
| Governance Layer | ADMP Gateway G0–G6 · Standards Matrix · Decision Charter · Tasting Panel logs |
Reference run on a medium international preset (10 MPPA, 65% international, K=0.16): PHP 6,575; check-in positions 329; security lanes 55; gates 132; total GFA 152,650 sqm. Calibrated against Delhi IGI T3 (non-aero share moved from <25% to >45% post-PPP under GMR's 30-year concession), Mumbai CSMIA brownfield benchmarks, and PPP Round 2 economics. Engagement footprint is multi-year by nature — 18–30 months for master plan + design, 36–48 months for full PMO mandate. The practice is anchored by engagement-velocity (5–6 concurrent engagements in Year 1, scaling to 20+ by Year 5).
Industry-standard authoring (Revit, Civil 3D, OpenBuildings, Navisworks) and computation (ANSYS Fluent, IES VE, Legion Studio, CAST, AirTOP, P6, CostX) integrated through the Master App's published APIs. Aeroplanner Pro doesn't replace these tools — it makes them work as one.
Every output carries a stakeholder pack — owner / board / lender / regulator (per jurisdiction) / EPC / concessionaire / operator — generated from the same Federated Model State. AERA-format for India, CAA-format for UK, DGCA for Tanzania.
Change a gate count, a security lane, an apron — EBITDA, DSCR, IRR move in real time. Design and finance, finally on one screen.
AERA, AAI, OMDA, PPPAC built in for India; CAA, DGCA, FAA, ICAO templates auto-loaded for international. Same model state, different output schemas.
Aeroplanner Pro is the platform that turns a multi-year engagement into a single Federated Model State — defensible to AAHL, AERA, IFC, and the Knight Frank Management Committee — and the product that anchors the practice's first 5–6 concurrent Year-1 engagements.
Core claim. The mobile-first decision cockpit that turns route development from a slow, spreadsheet-bound art into a fast, data-rigorous commercial process. ARDI orchestrates industry-standard schedule, fares, and bookings tools (OAG, Cirium Diio Mi, Sabre AirVision MIDT, IATA AirportIS, ForwardKeys, MasterCard SpendingPulse) through the AERONOVA Master App, augmented with Knight Frank's proprietary catchment intelligence — data no aviation-pure vendor has.
O&D, schedule, fare, fleet, bilateral, and catchment data live in OAG, Cirium Diio, Sabre AirVision, ForwardKeys, IATA AirportIS — each in different units, never joined to a single route view. Pitches built on top-line propensity-to-fly are easily shredded by an airline planner with five years of MIDT data. Once a route launches, commercial teams have no operational dashboard tracking LF, yield, OTP — so they cannot intervene before the airline pulls the route.
| Schedule & Traffic | OAG · Cirium Diio Mi · IATA AirportIS · ForwardKeys |
| Fares & Bookings | Sabre AirVision MIDT · OAG Traffic Analyser |
| Bilateral & Regulatory | MoCA ASA register · DGCA · ICAO TFS · jurisdiction-aware |
| Catchment & Spend | MasterCard SpendingPulse · STR · GlobalData Tourism |
| KF Proprietary Layer | Wealth Report (HNI density) · Active Capital (FDI) · Logistics & Industrial · Hospitality |
NIARDI v2.1 is the live ARDI deployment for NIA. 15-tab interactive dashboard. 131 scheduled routes across 4 phases. Phase 1 NPV @ 12% WACC over 15 years ≈ ₹6,500 cr. Verified April 2026 data: ATF $3.81/USG at NIA vs $4.67 at DEL — ₹63K/sector A320 saving. Six connectivity waves: Domestic anchor → Middle East → Europe (ZRH operator advantage) → Far East → North America (Phase 2-3) → Africa & Central Asia. Sister deployment NARDI live for Spice Garden Zanzibar (₹37.6 cr / 3 years).
Industry-standard data (OAG, Cirium, Sabre, IATA AirportIS, ForwardKeys) integrated through the Master App's orchestration spine. Single source of truth across schedule, fares, bilateral, and catchment data.
Built for the route manager in airline meetings, not the analyst in head office. Cirium / OAG / Sabre are desktop-bound. ARDI runs on the cockpit a route planner actually uses.
HNI density (Wealth Report), FDI inflow (Active Capital), hospitality pipeline, logistics rents — proprietary data no aviation-pure vendor can replicate.
Interactive scoring + scenario engine replaces 6-10 week consulting cycles. 131 routes scored at NIA-DXN vs typical 8 pitched.
ARDI is how Knight Frank turns up at Routes World already three pitches ahead of the competition.
Core claim. Knight Frank's owner-side Master Plan Office. The integrated client-side programme organisation that takes a private airport from concept definition through procurement, delivery and first commercial flight under a single auditable governance system. Five-stage delivery: Define → Design → Procure → Deliver → Operationalise & Commercialise.
Pure supervision teams under-resource pre-construction. Isolated drawings produce instead of executable contracts. Without packaging discipline, design becomes a deliverable handover, not a procurement-ready airport programme. Meridian MPO replaces this with five-stage delivery, three-tier governance, and a 10-gate decision schedule — every approval, notice, decision and risk transacting through one aviation-aware system of record.
| Stage 01 — DEFINE | Lock the brief before design spend accelerates |
| Stage 02 — DESIGN | Design Authority, BIM Level 2, ER/CoC drafted by PMO |
| Stage 03 — PROCURE | Tender packages at LOD 250 minimum (G4); FIDIC Silver Book |
| Stage 04 — DELIVER | Site PMO, weekly reports, EV controls, gate readiness reviews |
| Stage 05 — OPERATIONALISE | ORAT-Lite from M9, certification, first commercial flight |
Greenfield Code-4E airport in Zanzibar. April 2026 – April 2029. FIDIC Silver Book 2017 EPC/Turnkey. Regulator: TCAA / Zanzibar Airports Authority. Stakeholders: Intex Capital Group (owner), Knight Frank India (Lead PMO), AECOM India (cost & schedule), Jacobs India (contracts), Gensler India (terminal architecture), Surbana Jurong, NEMC, EPC contractor, concessionaires, independent certifier. 40-stand apron. KF Gurgaon basis with on-site PMO presence in Zanzibar at construction peak. Three-footprint deployment model (on-site / client-hybrid / off-site specialist pool from Gurgaon) underwrites planning intelligence + interface management + tender packaging + BIM coordination + commercial documentation.
Aerodrome PMO Suite 1 is purpose-coded to FIDIC Silver Book and TCAA compliance — not a generic PMIS.
Aeroplanner Pro v3 publishes locked baselines into the PMO suite — eliminates informal drift across email and spreadsheets.
Five-stage Define-Design-Procure-Deliver-Operationalise. Not bounded supervision.
On-site PMO + client-hybrid + off-site Gurgaon specialist pool. Fee underwrites intelligence, not just drawings.
Meridian MPO is how Knight Frank takes a private developer from board approval to first commercial flight — under one auditable system of record.
Core claim. Aerolens converts Phase-1 airport execution reality — what worked, what failed, what cost more than it should, and why — into enforceable Phase-2 brief and contract controls before vendors are engaged. v1 is a lessons-conversion governance platform live on Noida International Airport (NIA / YIAPL). v2 roadmap extends with computer vision over existing CCTV, drone imagery, and IoT sensor fusion.
Limestone-to-sandstone substitution in arrivals corridor (no approval). Bird ingress patched with temporary exclusion net (no fire classification). Plywood column cladding standing in for specified material. LOD 200 BIM models when LOD 350 was needed — caused power supply route conflict at security lane discovered at commissioning. The value window closes within months of Phase-1 demobilisation. Aerolens captures, classifies, and converts these lessons into Phase-2A non-negotiables before the procurement gun fires.
| Capture Layer | M365 + SharePoint Lists + Power Automate field capture |
| Process Layer | Microsoft Copilot · Three-Body Learning Framework classification |
| Validate Layer | BIM Sandbox (Revit/Navisworks) · Legion Studio + Pathfinder simulation |
| Decide Layer | Quarterly CIO Decision Pack (6 sections, 120-min decision event) |
| v2 Sensing Layer | CV over existing CCTV · drone imagery · IoT sensor fusion · digital twin |
Six CIO-grade deliverables: Lessons Learnt Register (Q2 2026), CIO Decision Pack (monthly), Phase-2A Non-Negotiables (ALPHA Q3 2026 / BETA Q1 2027), Terminal Expansion Planning Brief Inputs (Q4 2026), Anti-Dilution Protocol (Q3 2026), LLHC Procurement Control Sheet (Q3 2026). Three readiness milestones: ALPHA (50 issues converted), BETA (150 issues + 60% benchmarks + zero criticals), GAMMA (300+ + 90% benchmarks + HOTO complete).
Once procurement begins, decisions become significantly harder and more expensive to change. Aerolens fires before the gun.
Construction Execution / Post-Commissioning Operational / Design Product Quality — distinct investigators per body. Six named failure modes, six matched 'vaccines'.
No exotic platforms; only Legion Studio + Pathfinder simulation licences are new. Low-friction adoption.
Roadmap CV/IoT layer works with the cameras and sensors already on the airport — fraction of the cost of greenfield smart-airport projects.
Aerolens is how Knight Frank protects 15–25% of Phase-2 capex from drift — and turns Phase-1 evidence into the contract clauses that defend it.
Core claim. Knight Frank's passenger experience and commercial advisory delivered as a deployable platform. Five activation pillars (smart ring, fast-track, baggage-as-a-service, smart vending, gamification) on one behavioural engine. Performance-linked: operator pays success fee only on attributed uplift.
Passengers don't shop because of stress, baggage burden, no engagement, time anxiety. Airports treat retail as passive infrastructure. Standalone airport apps see <10% adoption — passengers won't download. RARE replaces rent-and-pray retail with active, intelligent, responsive commerce: Sense → Decide → Nudge → Move → Convert → Measure.
| IoT Sensing | 80–120 BLE beacons/terminal · Wi-Fi RTT · LoRaWAN · NFC · smart lockers · smart vending |
| Integration API | POS (Oracle MICROS / LS Retail / Odoo) · Adani One loyalty · AODB/AviationStack · Razorpay |
| Content & Engagement | Campaign decision engine · WhatsApp Business API · Gamification module · UGC engine |
| Data & AI | Real-time heatmaps (Kafka / Redis Streams / TimescaleDB) · Predictive demand (XGBoost) · Attribution engine for A/B uplift proof |
MUMBAI T2 (54.8M pax, ₹2,437 cr non-aero, USD 20.1/pax — 3rd globally): 6 cold zones where 60%+ of footfall produces <5% conversion. Strategic insight — highest per-pax yield + worst OTP = delay commerce is the play. DELHI T3 (79.3M pax, ₹3,300 cr non-aero): Dec-Feb fog season delays 35% of flights 60–240 min. D13 Fog Lounge currently produces 0% retail revenue — RARE goldmine. NMIA pilot launches Mar 28, 2026: 60–80 beacons pre-mounted during MEP, 8–10 lockers, 3 vending, 4 activations. Total one-time ~₹5–10 L; monthly ~₹80K–1L.
Operator pays 8% success fee only on attributed uplift, with POS A/B proof. Activates cold-corridor inventory the lease model writes off.
Generic loyalty programs see <10% adoption. RARE runs in mobile browser/WhatsApp — zero download barrier.
Stress spike, gate change, fog delay — RARE fires offers loyalty programs (Adani One, airline FFP) cannot.
Direct knowledge of every cold corridor before opening day. Direct lines into Adani / GMR / YIAPL/Zurich.
RARE is how Knight Frank turns 400M+ captive passengers from a leasehold liability into a behavioural revenue engine.
Core claim. The integrated decision platform that takes Aeroplanner Pro's physical sizing and turns it into bankable energy, water, fuel, and infrastructure requirements at master-plan stage. Same parametric-cascade-plus-standards-matrix engineering pattern, applied to the systems beneath the airport. Anchored to Knight Frank's existing HVAC stratification IP for high-ceiling terminals.
Most airport master plans size HVAC, electrical, water and fuel systems in spreadsheets disconnected from the physical model. Demand grows in Aeroplanner Pro, but the kW, TR, KLD, and litre numbers don't move with it. Tariff submissions get challenged. Lenders demand resilience modelling not on file. ACA accreditation falls behind. Every kW oversized adds opex for 50 years; every kW undersized blocks growth. PowerPlan Pro replaces the spreadsheet with a parametric model where every change in the terminal layer instantly moves the energy, water, and decarbonisation outputs.
| Demand Cascade Layer | PHP, fleet mix, climate zone, operating hours feed into hourly load profile |
| Engineering Models Layer | Cooling, electrical, water, fuel, waste — parametric and traceable |
| Standards Compliance Layer | ASHRAE · ECBC · LEED/IGBC/GRIHA/EDGE · ACA — auto-attestation matrix |
| Financial Integration Layer | CAPEX (₹/kW, ₹/TR, ₹/KLD), OPEX (kWh × tariff), 30-yr LCOE → Aeroplanner Pro Financial |
| Decarbonisation Layer | Scope 1/2/3 trajectory · ACA Level pathway · Net Zero year |
PowerPlan Pro is built on three live data anchors. First, the Knight Frank HVAC strategy IP for high-ceiling airport terminals — free cooling, thermal stratification, future technologies — already documented and proven; the 30–50% peak cooling reduction is parametric in the model, not aspirational. Second, the Ngungwi AeroCity engagement, where Aeroplanner Pro v3 already publishes energy and utilities baselines into Aerodrome PMO Suite 1. Third, the NIA Phase-2A expansion (12 → 30 MPPA, ₹5,983 cr capex) where PowerPlan Pro re-sizes the entire utility envelope from the Phase-1 baseline using Aerolens lessons as the brief.
Knight Frank's high-ceiling terminal HVAC strategy is the single most differentiated piece of master-planning IP. No imported European tool or Indian engineering firm has comparable airport-specific HVAC depth.
Every kW, every TR, every litre traces to a parameter — change the façade glazing ratio in Aeroplanner Pro and the DSCR moves in PowerPlan Pro within seconds.
Monsoon, peak summer, salt-spray, dust — built for the climates Indian and emerging-market airports actually operate in. Not retrofitted European templates.
Bankable for ESG-linked financing. Carbon avoidance vs CAPEX curve is a first-class output, not an appendix.
PowerPlan Pro is how Knight Frank ensures every kW behind the airport is measured, sized, and funded — from peak summer in Mumbai to ACA Level 5 in Zanzibar.
Core claim. The cross-cutting reference layer for the Aeronova platform. A curated database of 150+ global peer airports indexed across 80+ design, operational, commercial, and sustainability metrics. Yardstick lets every sizing decision in Aeroplanner Pro, every tariff submission in Meridian MPO, every route case in ARDI, and every commerce target in RARE be backed by a defensible global peer band — not by a consultant's recollection.
Master plan business cases routinely cite three peer airports — Changi, Heathrow T5, Incheon — regardless of relevance. Tariff submissions get challenged because the peer set is too small, too cherry-picked, and not stratified by size, climate, regulatory regime, or PPP structure. The data exists across ACI World, ACI ASQ, IATA AirportIS, AERA orders, operator annual reports, environmental disclosures, and the ACA registry — but it is not joined, not normalised, and not Indian-airport-tuned. Yardstick is the joined, normalised, KF-overlay-augmented benchmark database.
| Curated Peer Database | 150+ global airports, 80+ metrics each — top 50 global hubs + 100 stratified by region/size/regime |
| Public Data Sources | ACI World · ACI ASQ · IATA AirportIS · OAG · Cirium · AERA orders · operator annual reports · ACA registry |
| Knight Frank Overlay | Wealth Report HNI density · Logistics & Industrial rents · Hospitality ADR · Active Capital FDI flows |
| Normalisation Engine | Region-, climate-, regime-, size-stratified percentile bands; outlier detection; PPP/concession overlay |
| Live Integration Layer | API-published bands surface inside Aeroplanner Pro, Meridian MPO, ARDI, RARE, PowerPlan Pro at every sizing decision |
Yardstick is the reference layer that already sits beneath every Aeronova engagement. When NIA-DXN's first phase was scored in ARDI, Yardstick provided the per-pax non-aero benchmark from comparable greenfield Code-4E peers (Daxing, Doha, Suvarnabhumi). When Ngungwi's terminal was sized in Aeroplanner Pro, Yardstick supplied m²/MPPA bands from comparable East African and small-island airports. When Mumbai T2's premium strategy was modelled in RARE, Yardstick benchmarked USD 20.1/pax duty-free against the global top 5. Every defensible number in every Aeronova output is a Yardstick number.
Wealth Report HNI density, Logistics & Industrial rents, Hospitality ADR, Active Capital FDI — data no aviation-pure vendor has.
AERA orders, AAI bundle precedents, OMDA structures, MoCA bilateral data — where pure global tools (Cirium, OAG, ICF) are thin.
Yardstick surfaces inside every Aeronova pillar at the moment of decision. The designer doesn't open a benchmark report; the band appears next to the parameter being chosen.
Annual published index becomes the practice's lead-magnet. Like the Wealth Report for airports — owned thought leadership that competitors will never publish.
Yardstick is how Knight Frank turns a master-plan judgement call into a global percentile — and turns the practice into the publishing voice on what good airport design actually looks like.
Genesis is the AI-native generative engine that sits inside the Master App. It does not replace the engineer — it explores the design space at machine speed and surfaces a Pareto frontier the engineer judges. The same engine is invoked from every pillar: Aeroplanner Pro for terminal layouts, Airside for stand mosaics, Landside for kerb configurations, PowerPlan Pro for HVAC + microgrid topologies.
| Step | What happens | Tool | Time saved vs traditional |
|---|---|---|---|
| 1. Brief decomposition | Owner problem statement → 200+ design parameters across demand, physical, financial layers | LLM + RAG over standards corpus | 2–3 weeks → 2–3 hours |
| 2. Generative exploration | 1,000+ candidate solutions sampled across the design space | Parametric Rhino/Grasshopper or in-house | 4–6 weeks → 1 day |
| 3. Pareto frontier | Front of non-dominated solutions on flow, area, capex, opex, EUI, expandability | scipy.optimize · custom multi-objective | 2 weeks → 2 hours |
| 4. Standards check | Each frontier candidate auto-attested against IATA ADRM, ICAO, FAA, ECBC | Standards Matrix engine | 1 week → minutes |
| 5. Tasting Panel review | Engineer + ED + owner observer review top-5 frontier; pick or refine | Co-Design Kitchen UI | Same: 90-min decision event |
| 6. Promotion to BIM | Selected option published to Revit / Civil 3D / OpenBuildings as parametric model | Aeroplanner Pro publisher | 3 weeks → 1 day |
| 7. Tender pack draft | ER + CoC + standards schedule auto-generated from Federated Model State | FIDIC clause library + LLM | 4–6 weeks → 3 days |
| 8. Visualisation | Twinmotion render pack + SD narrative imagery for owner board | Twinmotion · Stable Diffusion | 2 weeks → 1 day |
Net effect: a 16-week traditional concept-to-tender cycle compresses to 4–6 weeks of engineer-led work, with 8–10× more design alternatives explored and a fully auditable Pareto frontier in the board pack.
Knight Frank's productised owner-side engagement framework runs end-to-end from market screening to operational handover, gated by the ADMP G0–G6 model. Each stage names the deliverable, the tool, the standard, and the stakeholder pack auto-generated.
| # | Stage | What happens | Tool / Standard | Pillar |
|---|---|---|---|---|
| 1 | Market screening | Owner asset thesis, geography fit, regulatory feasibility, KF wealth/FDI overlay | ARDI · KF Wealth · Active Capital | 02 |
| 2 | Demand basis lock | MPPA, PHP, K-factor, peak-month, international share — basis for everything downstream | OAG · Cirium · IATA AirportIS | 01 · 02 |
| 3 | Brief decomposition (G0) | Owner Problem Statement → 200+ parameters across demand, physical, financial layers | Genesis · LLM + RAG | 01 |
| 4 | Standards Matrix init | IATA ADRM, ICAO Annex 14, FAA AC, ECBC, ACA — applicable subset auto-loaded | Standards Matrix engine | 01 · 06 |
| 5 | Critical aircraft & ARC | Critical aircraft → Aerodrome Reference Code; runway length; OLS; declared distances | AviPLAN · ICAO Annex 14 | 01 |
| 6 | Generative concept (G1) | 1,000+ candidates; Pareto frontier on flow/area/capex/opex/EUI | Genesis · scipy.optimize | 01 |
| 7 | Airside concept | Runway/taxiway/stand layout; capacity envelope; delay index | CAST · AirTOP · TAAM | 01 |
| 8 | Terminal concept | Floor-plate, processor sizing, LoS bands; flow simulation | Legion Studio · MassMotion · Pathfinder | 01 |
| 9 | Landside concept | Curb, parking, mode split, kerb dwell; traffic micro-simulation | PTV Vissim · Aimsun | 01 |
| 10 | Energy & utilities concept | Cooling load, electrical cascade, water demand, SAF/H2 readiness, ACA pathway | IES VE · DesignBuilder · EnergyPlus | 06 |
| 11 | Financial model build | 30–50 yr DCF; UDF calibration; Monte Carlo sensitivities | Excel + Python · scipy.stats | 01 |
| 12 | Tasting Panel review (G2) | Top-5 frontier reviewed by engineer + ED + owner observer; option selected | Co-Design Kitchen UI | 01 |
| 13 | Schematic design (G3) | Selected concept published to Revit / Civil 3D / OpenBuildings as parametric model | Revit · Civil 3D · OpenBuildings · BIM 360 | 01 · 03 |
| 14 | Concession framework | Non-aero revenue forecast tied to flow heatmaps; HoT-grade framework | RARE · Yardstick | 05 · 07 |
| 15 | Route & bilateral plan | 30+ scored routes; bilateral utilisation; airline pitch decks | ARDI · OAG · Cirium · MIDT | 02 |
| 16 | Procurement strategy (G4) | Package breakdown, FIDIC Silver Book, LOD 250 minimum at tender | FIDIC · Aconex · ISO 19650 | 03 |
| 17 | ER & CoC drafting | Tender packs auto-generated from Federated Model State; clause library | FIDIC clause library · Genesis · LLM | 03 |
| 18 | Tender, evaluation, award (G5) | Two-stage tender; technical evaluation matrix; commercial negotiation | Aerodrome PMO Suite 1 · CostX | 03 |
| 19 | Detail design supervision | EPC detail design; Anti-Dilution Protocol; LOD 350 mandate | Navisworks · Aerolens v1 | 03 · 04 |
| 20 | Construction & EV controls | Site PMO, weekly reports, EV/PV/AC/CPI/SPI, gate readiness | P6 · Aerodrome PMO Suite 1 | 03 |
| 21 | Lessons capture (live) | Phase-1 issues classified, validated, converted into Phase-2A clauses | Aerolens v1 · M365 · Power Automate | 04 |
| 22 | ORAT-Lite (G7) | Operational readiness; mock inspection; ORAT trial; certification readiness | Aerodrome PMO Suite 1 · TCAA/DGCA | 03 |
| 23 | First commercial flight (G8) | Aerodrome certification; commissioning; first flight launch ceremony | National CAA · ICAO Annex 14 | 03 |
| 24 | Post-launch tracking | LF, yield, OTP, ASQ; concession performance; route incentive monitoring | ARDI · RARE · Power BI · Tableau | 02 · 05 |
Tasting Panel — engineer + ED + owner observer; reviews every Pareto frontier before promotion. Co-Design Kitchen — joint working sessions with owner, EPC, master architect, regulator. Standards Matrix — auto-attestation against every applicable code, with provenance trail. No stage advances without evidence pack signed off through one of these three.
The practice is anchored on engagement velocity — 5–6 concurrent multi-year mandates in Year 1, scaling to 20+ by Year 5. Operated entirely from KF Gurgaon, deploying 30 FTE blended at ₹45 lakh/year through Y1 OPEX. Anchor engagement Spice Garden Zanzibar (LIVE) is ₹37.6 cr / 3 years = ₹12.5 cr/year topline contribution.
| Engagement | Status | Type | Duration | Topline | Annualised |
|---|---|---|---|---|---|
| Spice Garden / Ngungwi Aerocity, Zanzibar | LIVE | MPO + Master Plan | 36 mo | ₹37.6 cr | ₹12.5 cr/yr |
| NIA Phase-2A Aerolens (NIA / YIAPL) | LIVE | Lessons-to-clauses | 18 mo | ₹6–8 cr | ₹4–5 cr/yr |
| Noida ARDI (NIARDI v2.1) | LIVE | Route development | 12 mo (rolling) | ₹4–6 cr | ₹4–6 cr/yr |
| NMIA aerocity utilities + RARE pilot | Q3 2026 | PowerPlan + RARE | 9–12 mo | ₹6–8 cr | ₹6–8 cr/yr |
| SVPIA Ahmedabad Master Plan refresh | Q3 2026 | Master Plan | 15 mo | ₹8–10 cr | ₹6–8 cr/yr |
| AAI Round III pre-bid attack pack | Q4 2026 | Bid advisory | 6–9 mo | ₹4–6 cr | ₹6–8 cr/yr |
| GCC pursuit / Tata advisory | Pursuit | Various | — | ₹6–10 cr | ₹6–10 cr/yr |
| Year-1 portfolio total | ₹71–90 cr | ₹45–55 cr/yr blended |
| Line | Year 1 | Year 2 | Year 3 |
|---|---|---|---|
| FTE count (blended at ₹45 L/yr) | 30 | 50–60 | 85–110 |
| Personnel OPEX | ₹13.5 cr | ₹22–27 cr | ₹38–50 cr |
| Software, data, LLM compute | ₹2.5–3 cr | ₹3.5–4.5 cr | ₹5–7 cr |
| KF Gurgaon office allocation | ₹0.5–0.8 cr | ₹1–1.5 cr | ₹2–2.5 cr |
| Travel, on-site (Zanzibar etc.) | ₹1.5–2 cr | ₹2.5–3.5 cr | ₹4–6 cr |
| Marketing, BD, KF Airport Index | ₹0.8–1.2 cr | ₹1.5–2 cr | ₹2.5–3.5 cr |
| Total OPEX | ₹18.8–20.5 cr | ₹30.5–38.5 cr | ₹51.5–69 cr |
| CAPEX (build + tooling) | ₹3–6 cr | ₹3–4 cr | ₹3–5 cr |
| Topline (engagement velocity) | ₹45–60 cr | ₹110–150 cr | ₹220–300 cr |
| EBITDA margin | ~55–65% | ~70–75% | ~75–78% |
Note on basis. Practice operated entirely from KF Gurgaon offices — no separate facility CAPEX; office allocation is the marginal seat cost. On-site presence in Zanzibar at construction peak is a 6–8 person rotation, not a permanent team move. This anchors the productised model: same Federated Model State, same Master App, same Genesis engine — deployed across 5–6 concurrent engagements without geographic dilution.
The practice is a ₹350–500 cr Year-5 bet against a USD 8–12 bn global services market. The biggest risks are not technical — they are talent, engagement-velocity, IP-leakage, and stakeholder-defensibility under regulatory pressure. The model treats each as a first-class concern.
| Risk | Likelihood × Impact | Mitigation |
|---|---|---|
| Talent attrition / hiring lag | High × High | KF Gurgaon basis (no relocation friction). ₹45L blended FTE is competitive with Big 4. Aeroplanner Pro + Genesis make 1 senior do the work of 2.5 — leverage offsets headcount drag. Project Memory captures tribal knowledge before exits. |
| AAHL anchor not won | Medium × High | Practice is engagement-velocity-anchored, not single-mandate-anchored. Spice Garden + NIA + AAI Round III + GCC + Tata + SVPIA = 5–6 concurrent without AAHL. AAHL is upside, not floor. |
| Yardstick data licensing costs creep | Medium × Medium | Engagement-cost layer absorbs licensing (OAG, Cirium, Sabre, ACI). KF Wealth/Active Capital/L&I/Hospitality is in-house — zero marginal cost, infinite differentiation. Annual KF Airport Index becomes the lead-magnet that justifies subscription cost. |
| Closed-LLM & data classification breach | Low × Critical | Three-tier classification: public (Claude/Bedrock ZDR), confidential (self-hosted Llama on KF GPU appliance, air-gapped), restricted (per-engagement vector store, audit log). Per-engagement DPA. SOC 2 Type II target by Y2. |
| Regulator schema drift (AERA / DGCA / etc.) | Medium × Medium | Jurisdiction-aware submission engines maintained as a living module. Standards Matrix versioned. KF Practice Lead chairs quarterly schema review. ICAO standing as fall-back. |
| EPC over-influence on Anti-Dilution | Medium × High | Anti-Dilution Protocol is contractual, not advisory. CoC clause linkage means substitution at any tier requires employer (= owner-side KF) sign-off. Aerolens captures every breach as evidence. EPC liability is mechanical, not negotiated. |
| Genesis hallucinates | Medium × Critical | Every recommendation cites the rule (ICAO §) and the precedent (Yardstick peer). Tasting Panel reviews every Pareto frontier. Engineer Design Authority retained absolutely. LLM lane is air-gapped from confidential data. Hallucination is named, not assumed away. |
| Currency / FX shock on overseas engagements | Medium × Medium | Spice Garden contract priced in USD with INR back-to-back. Deferred-payment structure indexed. KF Capital treasury hedges >USD 1M exposures. |
| Competitor (AECOM / Jacobs) productises first | Low × High | The KF wedge is the proprietary data overlay — Wealth Report, Active Capital, L&I, Hospitality. AECOM cannot replicate without acquiring KF. Time-to-market: Y1 productisation while competitors run quarterly capability roadmaps. |
| India macro / aviation slowdown | Low × High | Geographic diversification: India + East Africa + GCC. Engagement-velocity model survives single-market shock. KF Capital advisory pipeline counter-cyclical to construction cycle. |
AERONOVA orchestrates the same toolchain AECOM, Jacobs, Arup, and Mott MacDonald use. The wedge is integration through the Master App, not tool replacement. Every tool below is published-API-integrated into the Federated Model State.
Autodesk: Revit, Civil 3D, Navisworks, BIM 360, Forge
Bentley: OpenBuildings, OpenRoads, OpenBridge, ProjectWise
Rhino: Rhino + Grasshopper (parametric)
Trimble: Tekla Structures, SketchUp Pro
CDE: Aconex, Asite, BIM Track, Newforma
Pax flow: Legion Studio, MassMotion, Pathfinder, Vissim
Apron geometry: AviPLAN, AvPlan
Airfield capacity: CAST, AirTOP, TAAM, SIMMOD
CFD: ANSYS Fluent, OpenFOAM
Energy: IES VE, EnergyPlus, DesignBuilder, eQUEST
Traffic: PTV Vissim, Aimsun Next, Synchro
Programme: Primavera P6, MS Project, Asta Powerproject
Cost: CostX, WinEst, CCS Candy, RIB iTWO
5D BIM: Synchro 4D, Vico Office
Risk: Pertmaster, @Risk, Crystal Ball
Dashboards: Power BI, Tableau, Looker
Schedule: OAG Schedules, OAG Traffic Analyser
Bookings & fares: Sabre AirVision MIDT, ForwardKeys
Capacity benchmarks: Cirium Diio Mi, Flightradar24
Service quality: ACI ASQ, ACI World KPI
Bilateral: IATA AirportIS, ICAO TFS, MoCA register
Spend: MasterCard SpendingPulse, STR, GlobalData
Productivity: Microsoft 365, SharePoint, Power Automate
PMIS: Aerodrome PMO Suite 1 (KF in-house)
CMMS: IBM Maximo, SAP PM, eMaint
VMS: Genetec, Milestone, Honeywell
BHS: Vanderlande, Beumer, Daifuku
AODB / A-CDM: Amadeus, SITA
Cloud LLM: Anthropic Claude (Bedrock, ZDR enabled)
Self-hosted: Llama 3 8B, Mistral 7B (KF GPU appliance)
Vector store: Pinecone, Weaviate, FAISS
Visualisation: Stable Diffusion, DALL-E, Midjourney
3D render: Twinmotion, D5 Render, Lumion
Generative engine: AERONOVA Genesis (in-house)
ICAO: Annex 14 Vol I/II · Annex 9 · Annex 17 · Doc 9157 · Doc 9562 · Doc 9184 · Doc 8632 · Doc 9870 (CORSIA)
IATA: ADRM (Airport Development Reference Manual) · WSG (Worldwide Slot Guidelines) · Operations Standards · Cargo Operations
FAA: AC 150/5070-6B · AC 150/5300-13B · AC 150/5325-4B · AC 150/5320-6G · AC 150/5360-13A
India: AERA tariff orders · DGCA Civil Aviation Requirements · OMDA · BCAS · ECBC 2017 · CPHEEO Manual · IS series
Other jurisdictions: CAA UK CAP 791/693 · DGCA Tanzania · DoT US · ICAO Doc 8632 (international ASA) · TCAA (Tanzania)
Sustainability: ACI ACA Levels 1–5 · GHG Protocol · IFC Performance Standards · Science Based Targets (SBTi) · LEED, IGBC, GRIHA, EDGE
Contract: FIDIC Silver Book 2017 · FIDIC Yellow Book · FIDIC Red Book · NEC4 · ICE
Spice Garden Zanzibar is in delivery. NIA Aerolens is in lessons-conversion. NIARDI is in route-development cycle. NMIA aerocity, SVPIA refresh, AAI Round III, and GCC pursuits are queued for Year 1. Operated from KF Gurgaon. Stakeholder-defensible by construction. Ready for the Knight Frank Management Committee.