Fine Eye: Ease of Execution and Business Value, 2026 to 2035
An Agilefin white paper by Gautam Parab. https://www.agilefin.com/whitepaper

Key findings
Our model builds in one pattern. Every theme becomes easier along an S-curve, so hard themes cross the ease line late and the Earn the right quadrant empties. The points below are the ones the model does not decide for us.
- Plan for the crossing year. On our base inputs, humanoid robotics, energy storage, DefenceTech and critical raw materials cross the ease line between 2030 and 2031. Hydrogen, AI drug development, quantum computing and space cross between 2032 and 2034. Advanced nuclear does not cross, though it does in 2 of 21 stress scenarios.
- We think moat decides who keeps the value, and we have not confirmed it. In our model, AI and digital payments lose value as they get easier, dropping below 50 around 2030 and 2032. An outside rater's theme inputs disagree on both, and a test on public-company data that does not use our model was inconclusive.
- Where we are sure, and where we are not. 11 of 16 main themes keep their 2035 quadrant in at least 90% of random-error runs. The least certain are Cybersecurity (47%), Digital payments & FinTech (67%), Artificial intelligence (70%), Agentic AI (70%). For the sure calls we spend the pitch on the wedge. For the others we ask for evidence on the input that moves them.
- Our outside checks are moderate or inconclusive. Public-company margins and capital intensity move in the direction our scores predict, with wide uncertainty. An outside rater agrees on technology readiness and only partly on moat and profit pool. Patent forecasts did no better than assuming no change.

Version history
- Version 1.0, 1 October 2026. First release. It scores 124 investable themes on Ease of Execution and Business Value from 2026 to 2035 and lists 26 forces. It includes stress tests, an outside-rater check with TypeSafe's Jev model, a public-company check on SEC filings, a patent forecast we set aside, and a founder procedure with five worked examples.

Every investable theme with inputs and scores (tab-separated)
Theme	Area	Archetype	Pool	Tech	Moat	Growth	Ease 2026	Value 2026	Ease 2035	Value 2035
Artificial intelligence	Technology	SW	90	4	-1	5x	75	66	88	46
Agentic AI (emerging)	Technology	SW	85	3	-1	6x	73	66	86	44
Physical AI (emerging)	Technology	ROB	85	1	1	15x	41	68	68	77
Sovereign AI & data (emerging)	Technology	SW	70	2	0	8x	61	62	81	51
Cybersecurity	Technology	SW	80	4	0	6x	75	62	88	50
Semiconductors 3.0	Technology	DEEP	85	2	1	12x	25	68	56	77
Digital payments & FinTech	Technology	FIN	85	4	-2	3x	48	65	74	45
Digital assets & identities	Technology	FIN	85	3	-1	6x	46	65	72	55
Blockchain	Technology	FIN	72	3	-1	5x	46	59	72	49
Cryptocurrencies	Technology	FIN	40	4	-2	2x	48	45	74	24
Quantum computing	Technology	DEEP	70	1	1	12x	23	62	54	71
Edge computing	Technology	SW	70	3	0	7x	73	59	86	47
Industrial cloud	Technology	SW	55	4	-1	4x	75	50	88	30
5G / Industry 4.0	Technology	INFRA	65	4	-1	4x	41	53	68	44
6G	Technology	DEEP	50	0	0	8x	21	53	51	53
Digital ethics & privacy	Technology	SW	76	3	0	7x	73	62	86	49
Biometrics	Technology	SW	58	3	0	6x	73	54	86	41
Virtual assistants	Technology	SW	45	4	-2	2x	75	46	88	16
Metaverse	Technology	SW	32	2	-2	3x	61	44	81	16
Digital twins	Technology	SW	32	3	0	4x	73	42	86	30
Geospatial technology	Technology	SW	62	3	0	6x	73	56	86	43
Extended reality	Technology	SW	55	3	-1	4x	73	53	86	31
TradeTech	Technology	FIN	76	3	0	7x	46	61	72	60
InsurTech	Technology	FIN	50	3	0	5x	46	49	72	48
HRTech	Technology	SW	50	4	-1	3x	75	48	88	28
Microfinance	Technology	FIN	28	3	0	3x	46	39	72	38
Green finance	Technology	FIN	68	3	0	7x	46	57	72	56
Smart meters	Technology	MFG	50	4	-1	3x	57	53	78	41
LegalTech	Technology	SW	55	3	0	6x	73	53	86	40
Education technology	Technology	SW	38	4	-1	3x	75	43	88	22
Personalised medicine	Health	BIO	72	3	1	9x	28	69	59	78
Modern vaccines	Health	BIO	70	3	0	7x	28	68	59	68
Synthetic biology	Health	BIO	85	1	1	15x	23	75	54	84
Antimicrobial resistance	Health	BIO	82	2	1	12x	25	74	56	83
Robotic surgery	Health	MED	80	3	0	8x	43	66	70	66
Obesity	Health	BIO	85	3	0	8x	28	75	59	75
Telehealth	Health	MED	70	4	-1	4x	46	62	72	52
Predictive healthcare	Health	MED	80	3	1	10x	43	66	70	75
Remote patient monitoring	Health	MED	80	3	0	8x	43	66	70	66
AI drug development	Health	BIO	88	2	1	13x	25	76	56	85
AI diagnostics	Health	MED	72	3	0	7x	43	62	70	62
Oncology tech	Health	BIO	55	2	1	8x	25	61	56	70
Genetic engineering	Health	BIO	66	1	1	12x	23	66	54	75
3D bioprinting	Health	BIO	62	0	1	13x	21	65	51	74
DNA data storage	Health	DEEP	60	0	1	12x	21	57	51	66
Neurotechnology	Health	MED	35	1	1	7x	39	46	66	55
Psychedelics	Health	BIO	28	1	0	5x	23	49	54	49
Medical tourism	Health	CON	33	4	-1	3x	70	31	85	9
Longevity tech	Health	BIO	50	1	1	9x	23	59	54	68
Behavioural health	Health	MED	53	3	0	5x	43	54	70	54
Myopia epidemic	Health	MED	55	3	0	6x	43	55	70	55
Digital fitness & wellness	Health	CON	60	4	-1	4x	70	43	85	21
Biohacking	Health	CON	48	2	0	6x	57	38	78	31
Assistive tech	Health	MED	47	3	0	5x	43	51	70	51
Fertility & FemTech	Health	MED	68	3	0	7x	43	61	70	61
Beauty & aesthetics	Health	CON	60	4	-1	4x	70	43	85	21
Wearable technology	Health	MED	58	4	-1	4x	46	56	72	46
Hygiene & sanitation	Health	CON	30	3	0	4x	68	30	84	18
Emerging contaminants	Health	ENE	30	2	0	4x	37	37	64	37
Subscription economy	Consumer	CON	60	4	-1	4x	70	43	85	21
Nutrition revolution	Consumer	AGRI	72	3	0	7x	55	52	76	49
Clean label & ingredient transparency	Consumer	CON	72	3	0	7x	68	49	84	37
Sustainable packaging	Consumer	MFG	76	3	0	7x	55	64	76	62
Sustainable fashion	Consumer	CON	62	3	0	6x	68	45	84	32
Immersive shopping	Consumer	CON	65	3	-1	5x	68	46	84	25
Food-as-a-service	Consumer	CON	60	4	-1	4x	70	43	85	21
Pet economy	Consumer	CON	58	4	-1	4x	70	43	85	20
Plant-based diets	Consumer	AGRI	50	4	-1	3x	57	43	78	29
Insect protein	Consumer	AGRI	48	2	0	6x	52	42	74	39
Cultivated meat	Consumer	AGRI	32	1	0	5x	41	34	68	34
Precision fermentation	Consumer	AGRI	60	2	1	9x	52	47	74	53
eSports & gaming	Consumer	CON	62	4	-1	4x	70	44	85	22
Halal economy	Consumer	CON	63	4	0	5x	70	45	85	31
Smart supermarkets	Consumer	CON	52	3	0	5x	68	40	84	28
Food waste	Consumer	AGRI	42	3	0	5x	55	39	76	35
Vertical farming	Consumer	AGRI	60	2	0	7x	52	47	74	44
AgriTech	Consumer	AGRI	72	3	0	7x	55	52	76	49
Sharing economy	Consumer	CON	32	3	-2	2x	68	31	84	3
Cannabis	Consumer	CON	55	2	0	7x	57	41	78	34
Advertising & consumer protection	Consumer	SW	70	4	-1	4x	75	57	88	37
Industrial robotic automation	Industrials	ROB	95	3	1	11x	55	73	76	80
Humanoid robotics	Industrials	ROB	60	1	1	11x	41	57	68	66
Service & delivery robots	Industrials	ROB	38	2	0	5x	52	47	74	46
Commercial drones	Industrials	ROB	68	3	0	7x	55	61	76	59
Autonomous vehicles	Industrials	INFRA	52	1	1	10x	34	47	61	56
eVTOLs	Industrials	DEEP	40	1	1	8x	23	48	54	57
Electric transportation	Industrials	INFRA	70	4	0	5x	41	55	68	55
Logistics & fulfilment	Industrials	INFRA	60	4	-1	4x	41	50	68	41
Localised manufacturing	Industrials	MFG	78	2	1	12x	52	65	74	73
3D printing	Industrials	MFG	41	3	-1	4x	55	48	76	38
Hyperloop	Industrials	DEEP	10	0	0	3x	21	35	51	35
Supersonic travel	Industrials	DEEP	8	0	0	2x	21	34	51	34
High-speed rail	Industrials	INFRA	30	3	0	4x	39	37	66	37
MaritimeTech	Industrials	MFG	50	3	0	5x	55	53	76	51
MiningTech	Industrials	MFG	50	3	0	5x	55	53	76	51
Manufacturing & construction tech	Industrials	MFG	55	3	0	6x	55	55	76	53
Space economy	Industrials	DEEP	79	1	1	14x	23	66	54	75
Smart cities	Industrials	INFRA	68	3	0	7x	39	54	66	54
Smart buildings	Industrials	MFG	60	3	0	6x	55	57	76	55
DefenceTech	Industrials	DEF	82	2	1	12x	37	70	64	79
Advanced materials	Industrials	DEEP	60	1	1	11x	23	57	54	66
SafetyTech	Industrials	MFG	38	3	0	4x	55	47	76	45
Vehicle grid integration	Industrials	INFRA	32	2	0	4x	37	38	64	38
Lifelong learning	Industrials	SW	80	3	0	8x	73	64	86	51
Renewable energy	Energy	ENE	70	4	0	5x	41	55	68	55
Energy storage	Energy	ENE	85	3	1	10x	39	62	66	71
BatteryTech	Energy	ENE	85	3	1	10x	39	62	66	71
Grid enhancement	Energy	ENE	78	3	1	9x	39	58	66	67
Distributed power	Energy	ENE	76	3	1	9x	39	58	66	67
Hydrogen economy	Energy	ENE	88	1	0	12x	34	63	61	63
Carbon capture, utilisation & storage	Energy	ENE	90	1	0	12x	34	64	61	64
Green data centers	Energy	INFRA	75	3	0	7x	39	57	66	57
Heating & cooling systems	Energy	MFG	60	4	0	5x	57	57	78	55
Advanced nuclear	Energy	NUC	60	0	1	12x	16	54	46	63
Advanced biofuels	Energy	ENE	72	2	0	9x	37	56	64	56
Critical raw materials	Energy	ENE	72	2	1	11x	37	56	64	65
Recycling technologies	Energy	MFG	60	3	0	6x	55	57	76	55
WaterTech	Energy	MFG	66	3	0	7x	55	60	76	58
Air quality	Energy	MFG	35	3	0	4x	55	46	76	44
Extreme weather management	Energy	INFRA	70	3	0	7x	39	55	66	55
Natural resource management	Energy	SW	55	3	0	6x	73	53	86	40
Green molecules	Energy	ENE	32	1	0	5x	34	38	61	38
Ocean economy	Energy	INFRA	40	2	0	5x	37	41	64	41
Plastic alternatives	Energy	MFG	68	2	0	8x	52	61	74	59