The capability ceiling.
Quality depends on a few experienced people. When they are stretched—or leave—output drops with them.
AI implementation and governance for Iraq
Less manual work. More control.
Help your team prepare tenders, find approved information and process documents with AI. We connect one workflow to your existing systems, measure the result and keep your people in charge.
Start with one valuable workflow.
Measure time, quality and running cost.
Keep decisions with your team.
Give your team more time for the work that matters.
When information is scattered and every document starts from scratch, experienced staff become the bottleneck. Begin with the repeated task your team can measure.
The manual middle.
Days disappear into re-typing, translating, formatting and chasing approvals instead of the work clients pay for.
The review burden.
Missing evidence, outdated templates and inconsistent answers send work back for another round of checking.
From one workflow to operational value.
Each engagement reduces uncertainty before increasing scope.
Assess
Agree the workflow, baseline, data permissions and business case.
Build
Configure a bounded workflow with approvals and security controls built in.
Validate
Test quality, exceptions, language and cost against agreed acceptance criteria.
Transfer
Enable your team to run, measure, and improve the system.
Three practical places to start.
For engineering, professional services and operations teams with recurring document work. Choose a workflow; the assessment defines its scope, evidence and delivery plan.
Tender & Proposal Workflows
Build a requirements checklist and draft from approved past work, with source references and missing evidence flagged for your bid owner.
Measure: preparation time, review effort and requirements coverage.
Controlled Knowledge Search
Find answers across approved policies, manuals and records, with citations, access permissions and a clear fallback when evidence is missing.
Measure: retrieval time, answer quality and unresolved questions.
Document Intake & Checks
Extract agreed fields from invoices, purchase orders or forms into a review queue. Staff approve exceptions before an export or agreed system update.
Measure: handling time, field accuracy and exception rate.
One workflow, agreed boundaries and a written quote before work starts. Expand only when the evidence supports the next step.
Discuss your workflowA clear path from assessment to operation.
Assessment, implementation and ongoing support are separate engagements. Each has its own scope and decision to proceed.
Workflow Assessment
A paid, fixed-scope review of one workflow. Receive a baseline, sample-data review, risk priorities and a business case with an implementation estimate. The recommendation may be to improve the process before adding AI.
- Fixed fee agreed upfront
- One team and workflow
- Written go / no-go recommendation
02 · Prove and deploy
Pilot & Implementation
Build and evaluate the agreed workflow. Move into live use after acceptance, with team training, operating instructions and a handover.
- Milestone-based fees
- Agreed integrations
- Acceptance before rollout
Managed AI Operations
Optional ongoing support for accepted workflows: quality checks, incident triage, usage and cost reviews, and an agreed improvement backlog.
- Monthly service fee
- Defined coverage and limits
- New workflows scoped separately
Before you commit
How is the work priced?
The assessment has an agreed fixed fee. Implementation is quoted after scope and sample data are reviewed; support is priced separately. Your proposal lists deliverables, limits, milestones and any model, software, hosting or other third-party costs.
How long does delivery take?
We confirm timing after reviewing source quality, languages, integrations and approvals. Work starts when the agreed access and client inputs are available. A demonstration is an evaluation step; live use requires acceptance checks and an operating owner.
Who controls our data and the finished workflow?
Your organization retains ownership of its data. Before work starts, we agree hosting, access, retention, supplier terms and the handover of project deliverables. The proposal distinguishes client deliverables from licensed tools and reusable components, with export and exit arrangements made explicit.
We already use AI tools. Can you work with them?
Yes. We assess the tools and systems you already have before recommending additional software. The engagement focuses on workflow fit, source quality, approvals and measurable value. Your team can take over operations, or agree ongoing support with us.
Start with the work your team repeats.
Explore illustrative workflows by sector. Scope, suitability and requirements are assessed for each organization.
Prepare the next bid from work you already trust.
Bring approved proposals, certificates and technical references into a reviewable draft. A bid owner verifies requirements, pricing and every commitment before submission.
Tender brief → approved evidence → draft and gaps → bid owner review
Control is part of the product.
Governance is designed into the workflow, not added after launch.
Data boundary
Classify what can leave, what stays private, and what cannot enter the workflow.
Human authority
Name who reviews, approves, overrides, and remains accountable.
Evidence trail
Record sources, model behavior, approvals, incidents, and changes.
Vendor independence
Keep ownership, portability, and exit paths explicit.
Is one workflow ready for AI?
Use four questions to prepare for a discussion. This self-check gives initial guidance; readiness needs evidence from your workflow and data.
Question 1 of 4
Bring us one workflow worth fixing.
Tell us the task, how often it happens and who owns it. In an initial conversation, we will check fit and discuss whether a paid workflow assessment is useful. Scope and fees are agreed before work begins.
info@iraq.ai