DOCUMENTATION

Everything you need to master Ficungini

Benchmark methodology, whitepaper, case studies, blogs, and workflow guides.

BENCHMARK METHODOLOGY

How the Tender Intelligence Benchmark is run.

Pilot evaluations are conducted with tender consultancy firms and EPC bid teams using real procurement documents. Each tender is processed with the same requirements, and outputs are reviewed blind by experienced tender professionals, who are not told which system produced which output. Results are published only after the evaluation process is complete.

Why tender AI needs a domain-specific benchmark

  • General benchmarks measure the wrong thing. Reasoning and coding scores don't show whether a system caught the turnover threshold buried in a corrigendum.
  • Errors are costly and lopsided. A missed eligibility clause can disqualify a bid, and a wrong Go or No-Go wastes drafting effort or forfeits a winnable contract.
  • Ground truth is domain expertise. Only experienced tender professionals can judge whether a strategy is defensible and competitive.
  • Relevance depends on the organization. A good tender for one firm is noise for another, so discovery must be scored against a specific profile and its capabilities.
01

Compliance Fidelity

How accurately applicable requirements are identified, validated, and supported by evidence.

02

Tender Discovery

How precisely relevant opportunities are identified for a specific organization and its capabilities.

03

Complication Resolution

How effectively eligibility gaps, compliance issues, and recoverable complications are identified and resolved.

04

Strategy Quality

How useful, defensible, and competitive the resulting bid strategy is when reviewed by experienced tender professionals.

05

Time to First Draft

How quickly a review-ready proposal can be produced from the start of the workflow.

06

Value for Money

The capability delivered relative to the cost of using the platform.

CASE STUDIES

Pilot case studies, built on the same benchmark.

Every case study is structured around the benchmark dimensions above and published as a documentary on our YouTube channel, without fabricated evidence.

Watch the case study documentaries on YouTube
Tender consultancyDocumentary

Compliance review across a multi-tender bid pipeline

A tender consultancy runs the same live procurement documents through Ficungini and its existing workflow, checking which requirements each one identifies as applicable and what evidence supports them.

Evaluated on

  • Compliance Fidelity
  • Time to First Draft
  • Value for Money

Review: Blind, by the firm's senior tender professionals.

Watch on YouTube
EPC bid teamDocumentary

Resolving eligibility gaps before submission

An EPC bid team evaluates a complex works tender where eligibility gaps and compliance issues surface late, and compares how each workflow flags them and whether they can be recovered.

Evaluated on

  • Complication Resolution
  • Compliance Fidelity
  • Strategy Quality

Review: Blind, by experienced bid managers on the team.

Watch on YouTube
Tender consultancyDocumentary

Finding the right opportunities for a specific organization

Given an organization's capabilities, each workflow surfaces relevant open opportunities, and reviewers judge how precisely the results fit what the organization can actually bid for.

Evaluated on

  • Tender Discovery
  • Strategy Quality

Review: Blind, by consultants who know the organization.

Watch on YouTube
WORKFLOW GUIDES

Two workflows, from tender to bid.

01

Bid Analysis

Upload a tender and get a requirement-level read of eligibility, compliance, and a Go/No-Go recommendation.

02

Craft Bid

Turn an analysed tender into a structured, reviewable bid draft, with your team in the loop.

BLOGS

Four field notes for bids that hold up under scrutiny.

Practical thinking on evidence, complications, drafting and the process metrics that make tender work stronger.

01 / Tender Intelligence14 min read

A Tender Summary Is Not Tender Intelligence

A 500-page tender can now be reduced to a few screens in seconds. That is useful. It is also not tender intelligence.

Read the field note
02 / Tender Discovery15 min read

Needle in a Haystack

The best tender discovery system does more than find related keywords. It surfaces the opportunities that matter to a particular bidder while they are still actionable.

Read the field note
03 / Tender Market Intelligence18 min read

Fragmented Worldview

Tender platforms now expose competitor histories, win rates, pricing patterns, Procuring Entity behaviour, market share, sector trends, geography, BOQ prices and predictions. The problem is no longer the absence of procurement data. It is what that data can legitimately establish.

Read the field note
04 / Tender AI Value10 min read

The Tale That Has to Be Told

Every group has one. The kid who answers first, sounds sure of himself, remembers a few impressive facts, and occasionally gets it right. After a while people start treating the confidence as proof of intelligence.

Read the field note
WHITEPAPER

The Tender Intelligence Benchmark whitepaper.

The full write-up of the benchmark dimensions, evaluation design, and results is being prepared and will be published here once the evaluation process is complete.