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AI Traceability Platform — by Deyora Intelligence

Stop guessing ifyour developersare building theRIGHT product.

DokyDoc is the AI traceability platform that automatically maps your product requirements to your codebase. Eradicate rework, align your teams, and ship exactly what was planned.

REQUIREMENTS →CODEBASE MAPPING →ZERO REWORK →TEAM ALIGNMENT →SHIP WHAT WAS PLANNED →97% AI COST REDUCTION →REQUIREMENTS →CODEBASE MAPPING →ZERO REWORK →TEAM ALIGNMENT →SHIP WHAT WAS PLANNED →97% AI COST REDUCTION →REQUIREMENTS →CODEBASE MAPPING →ZERO REWORK →TEAM ALIGNMENT →SHIP WHAT WAS PLANNED →97% AI COST REDUCTION →

Product asks for 'A.'
Engineering builds 'B.'

The biggest bottleneck in software isn't writing code — it's translation. Requirements get lost in Jira tickets, edge cases are missed, and undocumented features creep into production.

You don't find out until QA fails or a customer complains — after weeks of wasted engineering time and hundreds of thousands in rework costs.

97%
Reduction in AI API costs via DokyDoc's 3-Tier Mapping Algorithm — continuous traceability affordable at any scale
Product Team
PRD / Requirements Doc
GAP
Engineering Team
Codebase / GitHub
// Requirements written → Requirements ignored
// Features promised → Features missing
// Sprints planned → Rework shipped
// Budget allocated → Budget wasted
0%
AI API Cost Reduction
0%
Requirement Traceability
124
Undocumented Features
1.0×
Faster UAT Completion
Interactive Tool

Calculate Rework & Misalignment Costs

Software projects bleed engineering hours into translation gaps. Adjust the sliders to see what your team is losing — and how much DokyDoc claws back.

15 devs
$75/hr
6 hours
Time spent in alignment meetings, clarifying Jira tasks, and fixing misunderstood requirements.
Annual Engineering Hours Lost
4,680 hrs
Annual Misalignment & Rework Cost
$351,000
DOKYDOC ESTIMATED SAVINGS (97%)
$340,470

Direct, automated, mathematical requirement traceability eliminates structural rework and most misalignment overhead.

How DokyDoc aligns
your entire team.

01 / 04
Product Managers

Never wonder what happened to your PRD again.

You write detailed requirements, but they get ignored. DokyDoc reads your PRDs and automatically flags if a required feature hasn't been implemented in the code — in real time, before the sprint ends.

02 / 04
Engineering Leaders / CTOs

Eliminate rework and undocumented tech debt.

Stop wasting two-week sprints building the wrong features. DokyDoc analyzes your repositories to find undocumented endpoints and architectural drift before they ever merge into main.

03 / 04
QA Teams

Automate your UAT checklists entirely.

Stop manually writing test cases. DokyDoc's Business Ontology Engine extracts atomic business rules from your documents and auto-generates complete UAT checklists instantly.

04 / 04
Dev Shops & IT Agencies

Prove your delivery mathematically to clients.

End scope-creep disputes forever. Provide clients with a tamper-evident cryptographic hash proving your code matches the agreed Business Requirement Document. No arguments. Pure proof.

DokyDoc's
Intelligence Engine

DOKYDOC
DokyDoc — Product Demo--:--
0:00 / 0:00
01 — INGEST

Business Ontology Engine

Upload any PRD, BRD, or requirements document. The BOE extracts atomic business rules — Processes, Rules, and Attributes — from unstructured text into structured, machine-readable intelligence.

02 — MAP

3-Tier Mapping Algorithm

DokyDoc's proprietary algorithm traces every extracted rule directly to functions, endpoints, and modules in your codebase — at up to 97% reduction in AI inference costs versus standard approaches.

03 — TRACE

Real-Time Traceability

Every requirement is tracked against live code. Missing implementations are flagged instantly. Architectural drift is caught before it reaches production and costs you a sprint.

04 — VERIFY

Cryptographic Proof

Generate a tamper-evident hash proving your delivered code matches the agreed specification. The ultimate client transparency tool. The definitive end to scope-creep disputes.

05 — TEST

Auto-Generated UAT

Business rules from the BOE convert into precise UAT checklists — eliminating manual QA planning and guaranteeing complete coverage of every edge case and business rule.

06 — INTEGRATE

Native Integrations

Connect DokyDoc to GitHub, Jira, Notion, Google Docs, and Confluence. Continuous traceability without changing how your team already works — zero friction adoption.

The right code.
Built the first time.

Stop paying for rework. Start shipping exactly what your product team planned — with mathematical proof it was built correctly.