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SmartDev

LLM Agents & RAG · Computer Vision · Predictive AnalyticsSingapore, SingaporeFounded 2014

SmartDev is a software consultancy delivering custom AI software services, including Voice AI integration, speech-to-text processing, and intelligent voice agent development.

Average rating
0
Mapped reviews
80%
Profile coverage

Company & commercials

Primary category
LLM Agents & RAG
Team size
201-500
Typical budget
Not disclosed
Primary industry
Financial Services & Insurance
Provider overview

A clear view of what SmartDev does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
LLM Agents & RAG provider for Financial Services & Insurance

SmartDev is a software consultancy delivering custom AI software services, including Voice AI integration, speech-to-text processing, and intelligent voice agent development.

See how this profile was mapped →
Primary AI category
LLM Agents & RAG
Strongest industry signal
Financial Services & Insurance
Engagement profile·Not disclosed·201-500·Service
Mapped capabilities · 5 categories
Technology

Platforms, methods and technical signals

OpenAITensorFlowPyTorchAWSAzureGCP

Tools and platforms named in SmartDev's supplied company profile.

RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of SmartDev, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
LLM Agents & RAG
Compared with
933 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
71/100
Moderate evidence
8th percentile of 933 peers · peer median 100
Profile coverage80
Taxonomy density100
Review signal0
Peer benchmark
How the profile compares

LLM Agents & RAG among 933 published providers

Average rating0.00 · median 4.83

Not enough data to rank.

Mapped reviews0 · median 10
Profile completeness80% · median 100%
Taxonomy breadth15 · median 21
Signal radar
Multi-dimensional evidence
ReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
MLOps & Infrastructure100%
Predictive Analytics98%
LLM Agents & RAG96%
Computer Vision94%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
4 industries on the map
4
Financial Services & Insurance25%
Healthcare & Life Sciences25%
Retail, Wholesale & Consumer Goods25%
Technology, Software & Digital Infrastructure25%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct93% · 14
Supported7% · 1

Imported mapping grades across 15 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

SmartDev presents as a moderate evidence profile for LLM Agents & RAG. It ranks in the 8th percentile of 933 published providers in LLM Agents & RAG, and no reviews on the profile yet.

Current positioning: P8 evidence quality · P24 industry breadth
Strongest signals
Evidence-backed strength in LLM Agents & RAG is the profile's clearest signal in the mapped taxonomy.
Best user fit
Financial Services & Insurance buyers evaluating LLM Agents & RAG across engagement sizes.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
0
Reviews
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Capabilities

Evidence-led AI expertise.

Capabilities are listed with their mapping grade (Direct, Supported, Related, or Adjacent).

Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

4 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

No reviews on this profile yet.

Transparent profile intelligence

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.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used 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

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach out

What RankGlobal holds on file for SmartDev, and the three things worth confirming directly once you're in touch.

Primary category
LLM Agents & RAG
Primary industry
Financial Services & Insurance
Typical budget
Not disclosed
Team size
201-500
  1. 1
    Name the use case

    Say which LLM Agents & RAG problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    No budget band is on file for this profile. Ask for a typical project range before you go further.

  3. 3
    Ask for a reference

    Request a client reference in Financial Services & Insurance — the strongest industry signal on this profile.

Enquire about SmartDev

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

SmartDev — AI Provider Profile | RankGlobal