AI Services Companies

Markovate review

San Francisco and Toronto AI development firm that builds generative AI apps and agents for document-heavy work in manufacturing and healthcare.

Reviewed October 2026

Our verdict

Markovate is an AI development, implementation and consulting firm founded in 2015, with offices in San Francisco, California, and Toronto, Ontario (Clutch). Rajeev Sharma, its co-founder and chief executive, previously worked at AT&T and IBM. The company reports a core team of more than 50, more than 300 projects delivered and ISO 27001 certification (Markovate).

Markovate builds generative AI applications and AI agents that take over document-heavy work. Its published client work includes a blueprint classifier for MPP Innovation that speeds quoting and cost estimates, and clinical coding automation for CodmanAI (Markovate). It also sells CADIAM, its own drawing-analysis platform. It holds a 5.0 rating from 12 reviews on Clutch.

Manufacturers and contractors that spend hours reading drawings are the clearest fit, because that is where Markovate has built reusable products.

The right buyer

  • Manufacturers and contractors that spend hours reading drawings and blueprints.
  • Buyers who want a reusable product as well as a build, through its CADIAM platform.
  • Health billing teams automating clinical coding, as in its CodmanAI work.

Reasons to look elsewhere

  • With a core team of more than 50, it may be too small for very large programs.
  • Its headquarters is unclear: Clutch names San Francisco, while the company presents San Francisco and Toronto together.
  • Its project counts and results are company-reported.
  • Client quotes on its site are company-published, and one gives only a first name and initial.

Scores

CriterionWeightScoreBasis
Production track record20%6.8Published client work in manufacturing and health billing, mostly company-reported.
Technical depth15%7.0Agents, document AI and its own CADIAM platform.
Industry depth10%7.0Repeat work in manufacturing drawings and medical coding.
Delivery model and handoff15%6.8Project builds plus its own CADIAM product.
Commercial clarity10%6.2Clutch lists a minimum; no rate card.
Platform independence10%6.8No single-platform tie stated.
Stability and scale10%6.6Founded 2015; 50+ core team.
Independent evidence10%6.812 Clutch reviews averaging 5.0; ISO 27001.
Overall100%6.8Weighted average

Where Markovate fits

NeedFitWhy
Drawing and blueprint analysisStrongCADIAM and blueprint classifier.
Clinical coding automationGoodCodmanAI work.
General GenAI appsGoodListed service line.
Very large programsMixedCore team of 50+.

What clients and leaders say

“Markovate’s AI Blueprint Classifier helped us significantly accelerate our quotations, cost estimations, and timeline planning.”

“Markovate quickly understood our vision to improve clinical coding accuracy and streamline revenue cycle workflows.”

Sources (3)
  1. Markovate About page
  2. Markovate homepage
  3. Markovate on Clutch