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SmartDev

LLM Agents & RAG · AI Ethics & Governance · Automation & WorkflowSingaporeFounded 2014

SmartDev is based in Singapore, Singapore and works in Generative AI Development for Commercial & Retail Banking, with further work in Document AI and Predictive Analytics.

Average rating
—
Reviews
2
Profile coverage
100%
Evidence percentile
P92

Profile updated · Request a correction

Company & commercials

Primary category
LLM Agents & RAG
Team size
250-999 employees
Typical budget
$10K - $50K
Primary industry
Financial Services & Insurance
Contact provider →Visit website ↗
Overview

What SmartDev does best.

About

LLM Agents & RAG provider for Financial Services & Insurance

Its own website shows its strongest capability in Generative AI Development within LLM Agents & RAG, alongside Large Language Models and Foundation Model Integration. The industry it describes most is Commercial & Retail Banking.

Service model·Service
Primary AI categoryLLM Agents & RAG
Benchmarked against 1,860 providers in this category.
Primary industryFinancial Services & Insurance
Technology stack

1 platforms & methods

Bars show how many mapped capabilities use each one.

  • AWSProfile only
RankGlobal provider intelligence

Evidence report

How SmartDev compares with peers on evidence, reviews and coverage.

Analyst brief · Published
CategoryLLM Agents & RAG
Compared with1,860 providers
Signals3 signals
Status● Published
Evidence score
85/100
Strong evidence92nd percentile of 1,860 peers · peer median 70
Profile coverage100
Taxonomy density100
Review signal25
Peer benchmarkHow the profile comparesLLM Agents & RAG among 1,860 published providers
Average rating0.00 · median 4.89
Independent reviews2 · median 0
Profile completeness100% · median 70%
Taxonomy breadth34 · median 20
This profile Peer median
Signal radarMulti-dimensional evidence
Independent reviewsCoverageBreadth
This profile (percentile) Peer median
Industries6 industries
Financial Services & Insurance38%
Education & Research13%
Healthcare & Life Sciences13%
Professional & Business Services13%
Technology, Software & Digital Infrastructure13%
Transportation, Logistics & Supply Chain13%
Share of mapped industries, not share of work or revenue.
Evidence mixMapping grades
100%Direct · 34 mappings
Grades across 34 mappings. Not a search ranking.
Analyst summary

What the evidence says

SmartDev presents as a strong evidence profile for LLM Agents & RAG. It ranks in the 92nd percentile of 1,860 published providers in LLM Agents & RAG, and 2 reviews back the commercial profile.

Current positioning: P92 evidence quality · P78 industry breadth
Strongest signalsEvidence-backed strength in LLM Agents & RAG is the profile's clearest signal in the mapped taxonomy.
Best user fitFinancial Services & Insurance buyers evaluating LLM Agents & RAG at a $10K - $50K engagement size.
Confirm before engagementConfirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
How this report is calculated →
Capabilities

AI capabilities.

AI category · 1 / 12

AI Ethics & Governance

—
DirectSupportedRelatedAdjacentOne of 934 providers in this category
Compare AI Ethics & Governance providers →
Technology used

None of the listed technologies is specific to AI Ethics & Governance.

Mapping source · https://smartdev.com/solutions/ai-native-software-development — “d AI systems with guardrails, role-based access controls, audit logs, human-in-the-loop review, retrieval controls, model evaluation, monitoring, and data-se”

Featured 12 of 26 capabilities, ranked by mapping grade then confidence.

Industry experience · 6 industries · 8 subindustries

Industries served.

6 Core0 Adjacent · discovery only
  • 95%

    https://smartdev.com/ — “ctured reconciliation workflows and detailed audit logging, plus Open Banking and eKYC integration to automate onboarding and transactions. Result”

  • InsuranceDirect
    95%

    https://smartdev.com/ — “Workflow Cutting KYC review time without adding headcount 8 Months | Insurance — KYC & Compliance Challenge KYC accuracy relied on senior administra”

  • 80%

    https://smartdev.com/ — “NORA — AI Adoption Accelerator NORA — Compliance Industries Payments/ Fintech Software/ Digital Businesses Professional Services/ BPO Logistics Man”

Client feedback

What clients say.

2 independent reviews

Compiled from independent review platforms and client reviews verified by RankGlobal. How we count reviews

Worked with SmartDev? Review them → Every reviewer is verified by RankGlobal.

Evidence · 4 sources

Sources behind this profile.

The RankGlobal Research Team opened each page and checked that it names SmartDev. Pages on SmartDev's own website are provider-supplied.

Awards

Case studies

Methodology

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research — a mapping grade is not a claim of discoverability weight.

  1. T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
  2. T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
  3. T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
  4. T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed for discovery; weighted accordingly in ranking
Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.RankGlobal trust center →
Ready to evaluate this provider

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Before you reach outKey facts, and three things to confirm once you're in touch.
Primary category
LLM Agents & RAG
Primary industry
Financial Services & Insurance
Typical budget
$10K - $50K
Team size
250-999 employees
  1. 1Name the use caseSay which LLM Agents & RAG problem you are evaluating, so the research team can route your message accurately.
  2. 2Pressure-test the budget bandThe $10K - $50K band on file is a profile-level figure. Ask what a scope like yours actually lands at.
  3. 3Ask for a referenceRequest a client reference in Financial Services & Insurance — the strongest industry signal on this profile.
Still comparing? Re-read the mapping evidence or go back to all providers.

Enquire about SmartDev

Three fields. Anything longer belongs on the full contact page, linked below.

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Rankings

Where SmartDev ranks

  1. #5Best NLP Companies in Southeast AsiaSoutheast Asia
Badges for SmartDev's website (1)

A firm in the top 10 of a ranking can show it on its own site. Badges are earned, never sold, and always show the current place. How badges work.

SmartDev: #5 in Best NLP Companies in Southeast Asia on RankGlobal