Best AI Integration Services

Addepto vs Capgemini: full comparison for 2026

Quick verdict

Addepto (4.3/5) edges ahead of Capgemini (4.0/5) overall. Addepto is the better choice for manufacturers connecting AI to engineering data. Capgemini is the stronger option for global firms outsourcing AI-run back-office processes. The right choice depends on your project size, budget, and required tech stack.

Addepto vs Capgemini: head-to-head summary

Criterion Addepto Capgemini
Founded 2018 1967
HQ Warsaw, Poland Paris, France
Team size 50–249 340,000+
Rating 4.3 / 5 4.0 / 5
Primary differentiator Integration work with industrial systems such as SCADA, CAD, and PLM Business-process outsourcing combined with agentic AI after the WNS deal
Pricing model Fixed-scope projects and time & materials; $50–$99/hr (Clutch band) Outcome-based BPS contracts, fixed-scope programs, and managed services; rates on request
Min. engagement $10,000+ (Clutch) Not disclosed
Primary tech stack Databricks, Azure OpenAI, Snowflake SAP, Salesforce, Microsoft Dynamics 365
Industries served Manufacturing, Energy, Logistics, Retail & e-commerce Manufacturing, Financial services, Insurance, Energy, Public sector

Addepto vs Capgemini: overview

Addepto

Addepto was founded in Warsaw in 2018 and employs 50–100 people according to most directories (Clutch shows 50–249). KMS Technology acquired it in December 2025, and it continues as an independent subsidiary. Its focus is unusual. The integration work leans toward industrial and engineering data, connecting AI to supervisory control (SCADA), computer-aided design (CAD), and product lifecycle management (PLM) systems alongside more common document and analytics projects. Clutch lists a $10,000 minimum and a $50–$99 hourly band, one of the more accessible entry points on this list.

Capgemini

Capgemini is a French IT services and consulting group founded in 1967, with more than 340,000 employees before its latest acquisition. It completed the $3.3 billion purchase of WNS, a business-process services firm, in October 2025, with the stated aim of selling agentic AI-run operations: finance, customer service, and procurement processes partly executed by agents. Its earlier acquisition of engineering firm Altran (2020) adds industrial depth. Buyers get global SAP, Salesforce, and Microsoft practices under one contract.

Services and capabilities: Addepto vs Capgemini

Capability Addepto Capgemini
CRM / ERP integration ✗ ✓
LLM API gateway & cost control ✓ ✗
Document processing ✓ ✗
Conversational AI ✗ ✗
Agentic workflows ✗ ✓
Fixed-price pilot ✗ ✗
Managed services after launch ✗ ✓

Tech stack comparison: Addepto vs Capgemini

Framework / platform Addepto Capgemini
Salesforce N/A ✓
SAP N/A ✓
Microsoft Dynamics 365 N/A ✓
HubSpot N/A N/A
Snowflake ✓ N/A
Databricks ✓ N/A
BigQuery N/A N/A
Azure OpenAI ✓ ✓
AWS Bedrock N/A N/A
Zendesk N/A N/A

Pricing comparison: Addepto vs Capgemini

Criterion Addepto Capgemini
Minimum engagement $10,000+ (Clutch) Not disclosed
Engagement models Fixed-scope project, Time & materials Fixed-scope project, Managed services
Rate transparency Minimum disclosed Not public
Price tier Accessible Mid-market

Target audience comparison: Addepto vs Capgemini

Dimension Addepto Capgemini
Best company size Startup to mid-market Enterprise
Best industries Manufacturing, Energy, Logistics Manufacturing, Financial services, Insurance
Best use cases Search across CAD and PLM records with an LLM front end, Predictive maintenance from SCADA sensor history Agent-assisted accounts payable run as a managed process, AI features in SAP S/4HANA programs
Typical project type Fixed-scope project Fixed-scope project

Addepto vs Capgemini: pros and cons

Addepto
+ The $10K Clutch minimum lets small teams test an integration without a large commitment.
+ Experience with plant and engineering systems most AI vendors don't touch.
+ Clutch reviews average close to 4.9.
+ Data engineering and AI are scoped by the same team.
- Acquired by KMS Technology in December 2025; long-term pricing and branding may change
- Headcount varies a lot between directories
- No managed-service offer for running systems after launch
Capgemini
+ Can take over an entire process, not just build the integration.
+ SAP depth for AI inside finance and supply chain.
+ Altran engineering heritage for industrial clients.
+ Global delivery for multi-country rollouts.
- Integrating WNS (acquired October 2025) is still under way
- Outsourcing-style contracts are long and heavy for a first AI test
- Pricing is rarely competitive for a single-workflow pilot

Who should choose Addepto?

A typical fit: search across CAD and PLM records with an LLM front end.

Integration work with industrial systems such as SCADA, CAD, and PLM. Minimum engagement starts at $10,000+ (Clutch). Works best with clients in Manufacturing, Energy, Logistics, Retail & e-commerce.

Who should choose Capgemini?

A typical fit: agent-assisted accounts payable run as a managed process.

Business-process outsourcing combined with agentic AI after the WNS deal. Minimum engagement is not publicly disclosed. Works best with clients in Manufacturing, Financial services, Insurance, Energy, Public sector.

Decision matrix: Addepto vs Capgemini

Your situation Recommended choice
You want a priced pilot before committing to a rollout Neither advertises one; ask for a scoped pilot quote
You need someone to run and monitor the system after launch Capgemini
Your budget is at the lower end Compare: Addepto ($10,000+ (Clutch)) vs Capgemini (Not disclosed)
The AI has to read and write in your CRM or ERP Capgemini
You need multi-step agents acting across systems Capgemini
You need a large team for a multi-year program Capgemini

Use case fit: Addepto vs Capgemini

Use case Addepto fit Capgemini fit Winner
Search across CAD and PLM records with an LLM front end Strong Limited Addepto
Predictive maintenance from SCADA sensor history Strong Limited Addepto
Agent-assisted accounts payable run as a managed process Limited Strong Capgemini
AI features in SAP S/4HANA programs Limited Strong Capgemini

Verdict: Addepto vs Capgemini

Addepto (4.3/5) is the stronger overall choice for most AI Integration Services projects. Integration work with industrial systems such as SCADA, CAD, and PLM.

Capgemini (4.0/5) is worth a look if you need AI features in SAP S/4HANA programs. If your situation matches that, Capgemini is a competitive option.

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Addepto vs Capgemini FAQ

Is Addepto better than Capgemini?

Addepto (4.3/5) scores higher overall, but "better" depends on your use case. Addepto's strongest advantage: the $10K Clutch minimum lets small teams test an integration without a large commitment. Capgemini's strongest advantage: can take over an entire process, not just build the integration.

How do Addepto and Capgemini differ in pricing?

Addepto's pricing: fixed-scope projects and time & materials; $50–$99/hr (Clutch band) with a minimum engagement of $10,000+ (Clutch). Capgemini's pricing: outcome-based BPS contracts, fixed-scope programs, and managed services; rates on request. Any hourly bands shown come from Clutch, not a published rate card, so a scoping call is still needed for a project quote.

Which is better for enterprise: Addepto or Capgemini?

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

What are the main differences between Addepto and Capgemini?

Addepto's primary differentiator is: integration work with industrial systems such as SCADA, CAD, and PLM. Capgemini's primary differentiator is: business-process outsourcing combined with agentic AI after the WNS deal. They also differ in team size (50–249 vs 340,000+), minimum engagement ($10,000+ (Clutch) vs Not disclosed), and primary industries served (Manufacturing, Energy vs Manufacturing, Financial services).

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