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Use-case play

Contract & proposal review

Contracts and proposals pile up waiting on a reviewer to read every clause and catch deviations from the playbook. Threada turns each one into a governed WorkItem: key terms extracted with citations, playbook deviations flagged, and the right reviewer brought in with context.

What it is

Contract and proposal review is the work of reading an inbound agreement — an NDA, an MSA, a vendor paperwork set, or the terms in a proposal — against a known playbook of acceptable positions, and deciding what can be accepted, what needs negotiation, and what must be escalated. The playbook already exists; the bottleneck is that a qualified reviewer has to read each document, locate the clauses that matter, compare them to the standard, and route the exceptions to legal or a deal owner. It is high-judgment work buried under a lot of mechanical reading.

Why it gets stuck

  • 01 Every document is read from scratch, so reviewers spend time locating standard clauses before they can apply judgment.
  • 02 The playbook lives in a separate doc, so deviations are caught inconsistently depending on who reviews.
  • 03 Key terms (liability, term, renewal, data handling) get summarized by hand, and the summary is not tied back to the clause it came from.
  • 04 Escalations to legal arrive without the specific clause and rationale, so legal re-reads the whole agreement.
  • 05 There is no record of which version was reviewed, what deviated, and who approved accepting it.

What good looks like

One exception, on the record — every field accounted for.

REC-01 Exception record
Document The contract or proposal, attached to the WorkItem
Type NDA, MSA, vendor terms, or proposal — typed at intake
Extracted terms Liability, term, renewal, data handling — cited to the clause
Playbook deviations Each clause flagged against the standard position, with the gap
Owner The reviewer accountable for the document
Escalation Out-of-playbook clauses routed to legal or the deal owner
Decision Accept, negotiate, or reject — recorded with reasoning
Audit trail Version reviewed, deviations, and approvals, time-stamped
Reviewed · on the record

How Threada helps

Each move maps to a real platform capability.

  • 01 Each inbound contract or proposal becomes one governed WorkItem with the document attached and typed, so review is a tracked record rather than a file in someone's inbox. WorkItem
  • 02 Key terms are extracted and each one is cited back to the clause it came from, and flagged deviations reference the playbook position — so the summary is grounded in the document, not a hand-written paraphrase. EvidenceBundle
  • 03 Out-of-playbook clauses route to legal or the deal owner through an explicit decision step, so the accept / negotiate / reject decision is made by the right person and recorded. DecisionStep
  • 04 The outcome can run as a governed action — notify the deal owner, open a redline task, or update the deal record — with an auditable execution record instead of a manual hand-off. Action
  • 05 The version reviewed, the deviations found, and the approvals are captured as time-stamped events, so a later dispute or renewal can show exactly what was reviewed and accepted. TelemetryEvent / audit trail

A worked example

Illustrative scenario (not a customer story)

A vendor returns an MSA with an edited liability cap and a changed data-handling clause. Today a reviewer might read the whole agreement, note the changes in an email, and forward it to legal without the specific language. As a Threada WorkItem, the key terms are extracted and cited to their clauses, the two deviations are flagged against the playbook, and the WorkItem routes to legal with exactly those clauses and the rationale — with the decision recorded. This is an illustrative example to show the shape of the work; it is not a real customer, and no metrics are claimed.

Explore the capabilities

WorkItemsEvidenceActionsGlossaryTrust centerIntegrationsFAQ

Common questions

Does Threada replace a lawyer's review?
No. It does the mechanical part — extracting key terms with citations and flagging deviations from your playbook — so a qualified reviewer applies judgment to the clauses that actually need it. High-judgment and out-of-playbook decisions route to a person through an explicit approval step.
How does it know what counts as a deviation?
Against your playbook of standard positions. Extracted clauses are compared to the standard, and anything outside it is flagged with the gap and cited to the clause — so deviations are caught consistently rather than depending on who happened to review the document.
Is there a record of what was reviewed and accepted?
Yes. The version reviewed, the deviations found, the decision (accept, negotiate, or reject), and the approver are captured as time-stamped events — so a later renewal or dispute can show exactly what was reviewed, what deviated, and who approved accepting it.

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