The verdict in three sentences
Before renegotiating, a procurement team must know what its contracts say: indexation clauses, penalties, termination notice, automatic renewal. Across 2,000 PDF contracts, manual review takes 1,000 to 1,500 hours, while AI extraction at 25,000-55,000 EUR brings human verification down to about 3 minutes per contract. With 90 to 95% accuracy on key fields and EU-hosted models, the project pays for itself with the first wave of renegotiations.
Which data to extract and how reliably
The procurement director wants a usable table, not a summary. Each contract becomes one row with standardised fields, a link to the source page and a confidence level.
| Extracted field | Example | Target accuracy (2026 order of magnitude) |
|---|---|---|
| Parties and signing entity | Supplier, buying subsidiary, company number | 97 to 99% |
| Key dates | Signature, expiry, notice, renewal | 94 to 97% |
| Indexation clause | Index, formula, cap, frequency | 88 to 93% |
| Penalties | Late rate, cap, conditions | 88 to 92% |
| Termination | Grounds, notice, compensation | 90 to 94% |
| Payment terms | Term, early payment discount, currency | 95 to 98% |
| Liability and insurance | Liability cap, certificates | 85 to 90% |
Every uncertain value is flagged and sent to a lawyer or buyer, with the contract passage highlighted. This review loop is what makes the output reliable at the negotiating table.
Cost, timeline and alternatives
| Option | Cost for 2,000 contracts | Timeline | Limits |
|---|---|---|---|
| In-house manual review (35 min per contract) | 1,170 hours, about 64,000 EUR loaded cost | 6 to 8 months | Fatigue, inconsistency |
| Law firm or paralegals | 50,000 to 90,000 EUR | 3 to 4 months | Not reusable |
| Market CLM tool with AI | 15,000 to 40,000 EUR a year in licences | 2 to 3 months | Standard fields, full migration needed |
| Targeted AI project, simple version | 25,000 to 33,000 EUR | 6 weeks | 10 to 15 fields |
| Targeted AI project, advanced version | 38,000 to 55,000 EUR | 8 to 10 weeks | Custom fields, procurement ERP connector |
| Model usage | 0.10 to 0.50 EUR per contract | Ongoing | Depends on document length |
The targeted project leaves an asset behind: the pipeline then processes every new contract at signature for a few cents and feeds expiry alerts. For comparison, the same scope in Bordeaux costs 20,000 to 45,000 EUR excluding VAT.
Confidentiality and method
Supplier contracts contain sensitive prices and commitments. Models must be hosted in the EU, with no reuse of data for training and role-based access. The recommended method: a sample of 100 annotated contracts to measure real accuracy, tuning of extraction instructions, then bulk processing with a random 5% quality check.
Mini case study
Thomas, procurement director of an industrial company in Amsterdam, manages 2,000 contracts covering 60 million EUR of annual spend. Manual review would have taken 1,170 hours. With a 45,000 EUR project, human verification drops to 3 minutes per contract, 100 hours in total. The mapping reveals 140 contracts with uncapped indexation and 90 automatic renewals expiring within the year. Renegotiating just 20 million EUR of spend with a prudent 2% gain saves 400,000 EUR a year, almost nine times the project cost.
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FAQ
How much does AI contract extraction cost in Amsterdam in 2026?
A project costs 25,000 to 55,000 EUR depending on the number of fields and integrations. Model usage adds 0.10 to 0.50 EUR per contract.
What accuracy can we expect?
On key fields, expect 90 to 95%, with uncertain values flagged. Simple fields such as dates and payment terms often exceed 95%.
Are scanned contracts supported?
Yes, an OCR step runs before extraction. On poor-quality scans, accuracy drops by 5 to 10 points and human review increases.
Are our contracts protected?
Models are EU-hosted, never trained on your documents, with role-based access and logging. A GDPR-compliant data processing agreement is signed at kickoff.
How long until the full mapping is ready?
The pipeline is delivered in 6 to 10 weeks, then 2,000 contracts are processed in a few days. Human review takes 2 to 3 more weeks depending on team availability.
Let's scope your project. Tell us your contract volume, the clauses to map and your procurement tool, and we will price a scope between 25,000 and 55,000 EUR with delivery in 6 to 10 weeks. Detailed quote within 48 h. WhatsApp +221 77 596 93 33.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.
