Top AI Integration Companies

Thoughtworks vs InData Labs: full comparison for 2026

Quick verdict

Thoughtworks (4.1/5) edges ahead of InData Labs (4.1/5) overall. Thoughtworks is the better choice for engineering-led firms that value delivery practice. InData Labs is the stronger option for mid-size firms needing forecasting and data science. The right choice depends on your project size, budget, and required tech stack.

Thoughtworks vs InData Labs: head-to-head summary

Criterion Thoughtworks InData Labs
Founded 1993 2014
HQ Chicago, IL, USA Nicosia, Cyprus
Team size 10,000+ 50–249
Rating 4.1 / 5 4.1 / 5
Primary differentiator Long-standing engineering discipline, testing and continuous delivery applied to AI features Data-science-led team that builds predictive models alongside generative features
Pricing model T&M with senior-weighted teams; rates on request Fixed-price and T&M; rates on request
Min. engagement Not disclosed Not disclosed
Primary tech stack Azure OpenAI, AWS Bedrock, Google Vertex AI Python, Azure OpenAI, AWS Bedrock
Industries served Financial services, Retail, Public sector, Healthcare Retail & e-commerce, Healthcare, Financial services, Logistics

Thoughtworks vs InData Labs: overview

Thoughtworks

Thoughtworks is a software engineering consultancy founded in 1993 and headquartered in Chicago, with about 10,000 people across 18 countries. Apax Partners took it private in a deal of about $1.75 billion that completed in November 2024, after a restructuring that cut 6–7% of staff. It now markets AI-first software delivery, and in March 2026 it formed an AI-focused joint venture with consulting firm Teneo. Its reputation rests on engineering practice more than on packaged integrations.

InData Labs

InData Labs is a data science and AI company founded in 2014 and headquartered in Nicosia, Cyprus, with offices in Vilnius and Miami. Clutch lists 50–249 employees, and the firm says it has delivered 150+ projects since 2014 (per company website; independently unverifiable). Clutch shows AI development as more than half of its work, followed by BI and big data consulting. Reviewers praise its data science skill and mention slower proposal and planning cycles.

Services and capabilities: Thoughtworks vs InData Labs

Capability Thoughtworks InData Labs
CRM / ERP integration ✗ ✗
LLM API gateway & cost control ✓ ✓
Document processing ✗ ✓
Agentic workflows ✗ ✗
Fixed-price pilot ✗ ✗
Managed services after launch ✗ ✗
PII masking & access control ✗ ✗

Tech stack comparison: Thoughtworks vs InData Labs

Framework / platform Thoughtworks InData Labs
Salesforce N/A N/A
SAP N/A N/A
Microsoft Dynamics 365 N/A N/A
HubSpot N/A N/A
Snowflake N/A N/A
Databricks ✓ N/A
Azure OpenAI ✓ ✓
AWS Bedrock ✓ ✓
LangChain N/A N/A
ServiceNow N/A N/A

Pricing comparison: Thoughtworks vs InData Labs

Criterion Thoughtworks InData Labs
Minimum engagement Not disclosed Not disclosed
Engagement models Time & materials, Dedicated team Fixed project, Time & materials
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Thoughtworks vs InData Labs

Dimension Thoughtworks InData Labs
Best company size Enterprise Startup to mid-market
Best industries Financial services, Retail, Public sector Retail & e-commerce, Healthcare, Financial services
Best use cases Modernizing a legacy application and adding AI features in the same programme., Setting up evaluation and release practices for LLM features. Churn or demand models that feed a BI dashboard., Document extraction for invoices and receipts.
Typical project type Time & materials Fixed project

Thoughtworks vs InData Labs: pros and cons

Thoughtworks
+ Strong testing and continuous-delivery culture carries over to model and prompt changes
+ Publishes its Technology Radar, which offers a transparent view of its technical opinions
+ Comfortable modernizing legacy systems alongside the AI work
- Taken private by Apax Partners in 2024 after cost-cutting, so the account team may change
- Few packaged integrations for CRM or ERP suites
- Senior-heavy teams carry higher blended rates
InData Labs
+ Long track record in classical data science as well as LLM work
+ EU-registered company with Lithuanian delivery
+ Strong Clutch reviews on technical quality
- Reviewers note slower proposals and planning
- Limited published integration work inside large CRM or ERP suites
- Headcount estimates vary widely between directories

Who should choose Thoughtworks?

A typical fit: modernizing a legacy application and adding AI features in the same programme.

Long-standing engineering discipline, testing and continuous delivery applied to AI features. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Retail, Public sector, Healthcare.

Who should choose InData Labs?

A typical fit: churn or demand models that feed a BI dashboard.

Data-science-led team that builds predictive models alongside generative features. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, Healthcare, Financial services, Logistics.

Decision matrix: Thoughtworks vs InData Labs

Your situation Recommended choice
You want a fixed-price audit or pilot before committing Neither advertises one; ask for a scoped pilot
AI has to work inside your existing CRM or ERP Neither lists CRM/ERP integration work
Personal data must be masked and answers limited by user permissions Ask both for their PII and access-control design
Your budget is at the lower end Compare: Thoughtworks (Not disclosed) vs InData Labs (Not disclosed)
You want the vendor to run the AI service after launch Neither offers managed services; plan in-house operations
You are building multi-step agents across systems Neither lists agentic AI work

Use case fit: Thoughtworks vs InData Labs

Use case Thoughtworks fit InData Labs fit Winner
Modernizing a legacy application and adding AI features in the same programme. Strong Limited Thoughtworks
Setting up evaluation and release practices for LLM features. Strong Limited Thoughtworks
Churn or demand models that feed a BI dashboard. Limited Strong InData Labs
Document extraction for invoices and receipts. Limited Strong InData Labs

Verdict: Thoughtworks vs InData Labs

Thoughtworks (4.1/5) is the stronger overall choice for most AI Integration projects. Long-standing engineering discipline, testing and continuous delivery applied to AI features.

InData Labs (4.1/5) is worth a look if you need document extraction for invoices and receipts. If your situation matches that, InData Labs is a competitive option.

Related comparisons

Thoughtworks vs InData Labs FAQ

Is Thoughtworks better than InData Labs?

Thoughtworks (4.1/5) scores higher overall, but "better" depends on your use case. Thoughtworks's strongest advantage: strong testing and continuous-delivery culture carries over to model and prompt changes. InData Labs's strongest advantage: long track record in classical data science as well as LLM work.

How do Thoughtworks and InData Labs differ in pricing?

Thoughtworks pricing: T&M with senior-weighted teams; rates on request. InData Labs pricing: Fixed-price and T&M; rates on request. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Thoughtworks or InData Labs?

InData Labs is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.

What are the main differences between Thoughtworks and InData Labs?

Thoughtworks's primary differentiator is: long-standing engineering discipline, testing and continuous delivery applied to AI features. InData Labs's primary differentiator is: data-science-led team that builds predictive models alongside generative features. They also differ in team size (10,000+ vs 50–249), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Financial services, Retail vs Retail & e-commerce, Healthcare).

Verify all details directly with each company before making a decision.